Selected Journal
Papers: 1.
Han Wei Ng, Cuntai Guan, “Subject-Independent Meta-Learning Framework Towards Optimal
Training of EEG-based Classifiers.” Neural Networks, Jan 2024, DOI: 10.1016/j.neunet.2024.106108. ViewPDF 2.
Rui Liu, Yuanyuan Chen, Anran Li, Yi Ding, Han Yu, Cuntai
Guan, “Aggregating Intrinsic Information to Enhance BCI Performance through
Federated Learning”, Neural Networks, Jan 2024, DOI: 10.1016/j.neunet.2024.106100. ViewPDF 3.
Aarthy
Nagarajan, Neethu Robinson, Kai Keng Ang, Karen Sui Geok
Chua, Effie Chew, and Cuntai Guan,
“Transferring a deep learning model from healthy subjects to stroke patients
in a motor imagery brain-computer interface”, Journal of Neural
Engineering (JNE), December 2023, DOI: 10.1088/1741-2552/ad152f. ViewPDF 4.
Ce Ju, Cuntai Guan,
"Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor
Imagery Classification", IEEE Transactions on Neural Networks and
Learning Systems (TNNLS), Dec 2023, 34 (12), 10955 - 10969. ViewPDF 5.
Emadeldeen
Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong
Kwoh, Xiaoli Li, Cuntai Guan, “Self-supervised Contrastive
Representation Learning for Semi-supervised
Time-Series Classification”, IEEE Transactions on Pattern Analysis and
Machine Intelligence (TPAMI), Dec 2023, 45(12), 15604 - 15618. ViewPDF 6.
Han Wei Ng and Cuntai
Guan, “Deep Unsupervised Representation Learning for Feature-Informed EEG
Domain Extraction”, IEEE Transactions
on Neural Systems and Rehabilitation Engineering (TNSRE), Nov 2023, Vol
31, pp 4882-4894. ViewPDF 7.
Rosary Yuting Lim, Kai
Keng Ang, Effie Chew, and Cuntai Guan, “Motor imagery with transcranial
alternating current stimulation in a holistic approach towards patient
rehabilitation: on bridging motor and cognitive welfare”, Brain Sciences,
Nov 2023, 13(11), 1584, pp1-19. ViewPDF 8.
Erico Tjoa, Hong Jing Khok, Tushar Chouhan, Cuntai Guan, “Enhancing the
Confidence of Deep Learning Classifiers via Interpretable Saliency Maps”, Neurocomputing,
October 2023, 126825, DOI: 10.1016/j.neucom.2023.126825. ViewPDF 9.
Zhao Feng, Sujie Wang, Linze Qian, Mengru Xu, Kuijun Wu, Ioannis Kakkos, Cuntai Guan, Yu
Sun, “μ-STAR: A novel framework for spatio-temporal M/EEG source imaging
optimized by microstates”, NeuroImage, Sep 2023, 120372, DOI:
10.1016/j.neuroimage.2023.120372. ViewPDF 10.
Ce Ju and Cuntai Guan,
“Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A
Perspective from the Time-Frequency Analysis”, IEEE Transactions on Neural Networks and
Learning Systems (TNNLS), September 2023, DOI:
10.1109/TNNLS.2023.3307470. ViewPDF 11.
Mohamed Elgendi,
Wenshan Wu, Cuntai Guan, Carlo Menon, “Revolutionizing Smartphone
Gyrocardiography for Heart Rate Monitoring”, Frontiers in Cardiovascular
Medicine, Aug 2023, DOI: 10.3389/fcvm.2023.1237043. ViewPDF 12.
Tao Xu, Hongtao
Wang, Guanyong Lu, Feng Wan, Mengqi Deng, Peng
Qi, Anastasios Bezerianos, Cuntai Guan, Yu
Sun, "E-Key: an EEG-Based Biometric Authentication and Driving
Fatigue Detection System," IEEE Transactions on Affective Computing
(TAFFC), Dec 2021, May 2023, 14 (2), pp 864-877. ViewPDF 13.
Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng
Xu, Cuntai Guan, “A transformer-based deep neural network model for SSVEP
classification,” Neural Networks, May 2023, DOI:
10.1016/j.neunet.2023.04.045. ViewPDF 14.
Mengru Xu, Zhao Feng, Sujie Wang, Hui Gao,
Jiaye Cai, Biwen Wu, Huaying Cai, Yu Sun, Cuntai Guan, "Machine learning
technique reveals intrinsic EEG connectivity characteristics of patients with
mild stroke during cognitive task performing," IEEE Transactions on
Cognitive and Developmental Systems, Mar 2023, DOI:
10.1109/TCDS.2023.3260081. 15.
Ziyuan Zhao, Fangcheng
Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou, “LE-UDA:
Label-efficient unsupervised domain adaptation for medical image
segmentation”, IEEE Transactions on Medical Imaging (TMI), Mar 2023,
42 (3), pp 633-646. ViewPDF 16.
Chuanhao Zhang, Emil
Jovanov, Hongen Liao, Yuan-Ting Zhang, Benny Lo, Yuan Zhang, Cuntai Guan,
“Video Based Cocktail Causal Container for Blood Pressure Classification and
Blood Glucose Prediction”, IEEE Journal
of Biomedical and Health Informatics (J-BHI), Feb 2023,
27(2), pp 1118-1128. 17.
Emadeldeen Eldele, Mohamed
Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan, “ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework
with Iterative Self-Training”, IEEE Transactions on Emerging Topics in
Computational Intelligence (TETCI), Feb 2023, 7(1), pp 210-221. ViewPDF 18.
Erico Tjao and Cuntai
Guan, “Self Reward Design with Fine-grained Interpretability”, Scientific Reports, Jan 2023, 13, 1638. DOI: 10.1038/s41598-023-28804-9.
ViewPDF 19.
Choon Guan Lim, Chui
Pin Soh, Shernice Shi Yun Lim, Daniel Shuen Sheng Fung, Cuntai Guan, Tih Shih
Lee, “Home-based brain-computer interface attention training program for
Attention Deficit Hyperactivity Disorder: A feasibility trial”, Child and
Adolescent Psychiatry and Mental Health, Jan 2023, 17 (15). DOI: 10.1186/s13034-022-00539-x.
ViewPDF 20.
Aarthy Nagarajan, Neethu Robinson, Cuntai Guan, “Relevance based Channel Selection in
Motor Imagery Brain-Computer Interface”, Journal of Neural Engineering
(JNE), Jan 2023, 20, 016024, DOI:
10.1088/1741-2552/acae07. ViewPDF 21.
Yi Ding, Neethu
Robinson, Chengxuan Tong, Qiuhao Zeng, Cuntai Guan, “LGGNet: Learning from
Local-Global-Graph Representations for Brain-Computer Interface”, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Jan 2023, DOI: 10.1109/TNNLS.2023.3236635. ViewPDF 22.
Tushar Chouhan,
Melissa Black, Sonya Girdler, Sven Bölte, Tele Tan, and Cuntai Guan, “Altered
Task Induced Functional Brain Networks and Small-World Properties in Autism”, Frontiers in Psychiatry, Jan 2023, DOI: 10.3389/fpsyt.2022.1039820. ViewPDF 23.
Weijie Fei, Luzheng Bi, Jiarong Wang, Shengchao Xia, and
Cuntai Guan, “Effects of Cognitive Distraction on Upper Limb Movement Decoding
from EEG Signals”, IEEE Transactions on Biomedical Engineering
(TBME), Jan 2023, 70 (1),
pp 166-174. ViewPDF 24.
Amrest
Chinkamol, Vetit Kanjaras, Phattarapong Sawangjai, Yitian Zhao, Thapanun
Sudhawiyangkul, Chantana Chantrapornchai, Cuntai Guan and Theerawit
Wilaiprasitporn, “OCTAve: 2D
en face Optical Coherence Tomography Angiography Vessel Segmentation in
Weakly-Supervised Learning with Locality Augmentation”, IEEE Transactions on
Biomedical Engineering (TBME), Dec 2022, DOI: 10.1109/TBME.2022.3232102. ViewPDF 25.
Ke Liu, Qin Lai,
Peiyang Li, Zhuliang Yu, Bin Xiao, Cuntai Guan, Wei Wu, “Robust Bayesian
Estimation of EEG-Based Brain Causality Networks”, IEEE Transactions on Biomedical Engineering (TBME), Dec 2022,
DOI: 10.1109/TBME.2022.3231627. ViewPDF 26.
Erico Tjoa and Cuntai Guan,
“Quantifying Explainability of Saliency
Methods in Deep Neural Networks with a Synthetic Dataset”, IEEE
Transactions on Artificial Intelligence (TAI), Dec 2022,
DOI: 10.1109/TAI.2022.3228834. ViewPDF 27.
Zeng Zeng, Wei Zhao,
Peisheng Qian, Yingjie Zhou, Ziyuan Zhao, Cen Chen and Cuntai Guan, “Robust
Traffic Prediction from Spatial–Temporal Data Based on Conditional
Distribution Learning,” IEEE Transactions on Cybernetics (TCYB), Dec
2022, 52 (12), pp 13458-13471. ViewPDF 28.
Shuailei Zhang, Kai Keng Ang, Dezhi Zheng, Qianxin Hui, Xinlei Chen,
Yang Li, Ning Tang, Effie Chew, Rosary Yuting Lim and Cuntai Guan, “Learning
EEG Representations with Weighted Convolutional Siamese Network: A Large
Multi-Session Post-Stroke Rehabilitation Study”, IEEE Transactions on Neural Systems and
Rehabilitation Engineering (TNSRE), Oct 2022, 30, pp 2824-2833. ViewPDF 29.
Rajan Kashyap,
Sagarika Bhattacharjee, Rose D Bharath, Ganesan Venkatasubramanian, Kaviraja Udupa, Shahid Bashir, Kenichi Oishi, John E Desmond, SH Annabel
Chen, Cuntai Guan, “Variation of Cerebrospinal Fluid in Specific Regions
Regulates Focality in Transcranial Direct Current Stimulation”, Frontiers
in Human Neuroscience, Aug 2022, DOI:10.3389/fnhum.2022.952602. ViewPDF 30.
Ji-Seon
Bang, Min-Ho Lee, Siamac Fazli, Cuntai Guan, Seong-Whan Lee, “Spatio-Spectral
Feature Representation for Motor Imagery Classification Using Convolutional
Neural Networks”, IEEE
Transactions on Neural Networks and Learning Systems (TNNLS), Jul 2022, 33 (7), pp 3038-3049. ViewPDF 31.
Sirui
Zhao, Huaying Tang, Yangsong Zhang, Shifeng Liu, Hanqing Tao, Tong Xu, Enhong
Chen, and Cuntai Guan, “ME-PLAN: A deep prototypical learning with local
attention network for dynamic micro-expression recognition”, Neural Networks, June 2022, DOI:
10.1016/J.NEUNET.2022.06.024. ViewPDF 32.
Su Zhang,
Chuangao Tang, Cuntai Guan, “Visual-to-EEG cross-modal knowledge distillation
for continuous emotion recognition”, Pattern Recognition, June 2022,
108833, DOI: 10.1016/j.patcog.2022.108833. ViewPDF 33.
Phairot Autthasan
, Rattanaphon Chaisaen , Thapanun Sudhawiyangkul , Phurin Rangpong,
Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan ,
Cuntai Guan and Theerawit Wilaiprasitporn, “MIN2Net:
End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG
Classification”, IEEE Transactions on Biomedical Engineering (TBME), 69 (6), June 2022, pp
2105 - 2118. ViewPDF 34.
Yusong Zhou, Banghua
Yang, Cuntai Guan, “Task-Related
Component Analysis Combining Paired Character Decoding for Miniature Asymmetric Visual Evoked
Potentials”, IEEE Transactions on Neural Systems and
Rehabilitation Engineering (TNSRE), May 2022,
DOI: 10.1109/TNSRE.2022.3175307. ViewPDF 35.
Zhao Feng, Yi Sun,
Linze Qian, Yu Qi, Yueming Wang, Cuntai Guan, Yu Sun, “Design a novel BCI for neurorehabilitation using concurrent
LFP and EEG features: a case study”, IEEE Transactions on Biomedical Engineering
(TBME), May 2022, 69 (5), pp 1554-1563. ViewPDF 36.
Yi
Ding, Neethu Robinson, Su
Zhang, Qiuhao
Zeng and Cuntai Guan, “TSception: Capturing Temporal Dynamics and Spatial Asymmetry
from EEG for Emotion Recognition”, IEEE Transactions on Affective
Computing (TAFFC), April 2022, DOI: 10.1109/TAFFC.2022.3169001. ViewPDF 37.
Duo
Chen, Haihong Zhang, Perumpadappil Thomas Kavitha, Fong Ling Loy, Soon Huat
Ng, Chuanchu Wang, Kok Soon Phua, Soon Yin Tjan, Su-Yin Yang, and Cuntai
Guan, “Scalp EEG-based Pain Detection using Convolutional Neural Network”, IEEE Transactions on Neural
Systems and Rehabilitation Engineering (TNSRE), Feb 2022, 30, pp 274-285. ViewPDF 38.
Yangsong
Zhang, Huan Cai, Li Nie, Peng Xu, Sirui Zhao, Cuntai Guan, “An end-to-end 3D convolutional neural network for decoding attentive
mental state,” Neural Networks, Dec 2021, 144, pp 129–137. ViewPDF 39.
Sze-Hui
Jane Teo, Xue Wei Wendy Poh, Tih Shih Lee, Cuntai Guan, Yin Bun Cheung,
Daniel Shuen Sheng Fung, Hai Hong Zhang, Zheng Yang Chin, Chuan Chu Wang, Min
Sung, Tze Jui Goh, Shih Jen Weng, Xin Jie Jordon Tng, Choon Guan Lim, “Brain-computer
interface based attention and social cognition training programme for
children with ASD and co-occurring ADHD: A feasibility trial,” Research in Autism Spectrum Disorders, Nov 2021, 89:101882. ViewPDF 40.
Erico
Tjoa, Cuntai Guan, “A Survey on Explainable Artificial Intelligence (XAI):
towards Medical XAI,” IEEE
Transactions on Neural Networks and Learning Systems
(TNNLS), Nov 2021, 32 (11), pp 4793 - 4813. ViewPDF 41.
Neethu Robinson,
Ravikiran Mane, Tushar Chouhan, Cuntai Guan, “Emerging Trends in BCI-Robotics
for Motor Control and Rehabilitation”, Current Opinion in Biomedical
Engineering (COBE), Oct 2021, 20:100354. ViewPDF 42.
Manzhang Xu, Bijun
Tang, Yuhao Lu, Qianbo Lu, Chao Zhu, Lu Zheng, Jingyu
Zhang, Nannan Han,
Yuxi Guo, Jun Di, Pin Song, Yongmin He, Lixing
Kang, Zhiyong Zhang, Wu Zhao, Cuntai Guan, Xuewen
Wang, Zheng Liu, “Machine Learning Driven
Synthesis of Few-Layered WTe2 with Geometrical Control”, Journal of the American Chemical Society, Oct 2021, 143 (43), pp 18103–18113. 43.
Ziyuan Zhao, Zeng
Zeng, Kaixin Xu, Cen Chen, Cuntai Guan, “DSAL: Deeply Supervised Active
Learning from Strong and Weak Labelers for Biomedical Image Segmentation,” IEEE
Journal of Biomedical and Health Informatics (J-BHI), Oct 2021, 25 (10), pp 3744-3751. ViewPDF 44.
Ke
Liu, Zhu Liang Yu, Wei Wu, Xun Chen, Zhenghui Gu, Cuntai Guan
“fMRI-SI-STBF: An fMRI-Informed Bayesian Electromagnetic Spatio-Temporal
Extended Source Imaging”, Neurocomputing, Oct 2021, vol 462, pp 14-30. ViewPDF 45.
Rajan Kashyap, Sagarika Bhattacharjee,
Ramaswamy Arumugam, Rose Dawn Bharath, Kaviraja Udupa, Kenichi Oishi,
John E. Desmond, S.H. Annabel Chen, Cuntai Guan “Focality Oriented
Selection of Current Dose for Transcranial Direct Current Stimulation”, Journal
of Personalized Medicine, Sept 2021, 11 (940), pp 1-14. ViewPDF 46.
Bohan Yu, Yuxiang Wang,
Kai Niu, Youwei Zeng, Tao Gu, Leye Wang, Cuntai Guan, and Daqing Zhang, “WiFi-Sleep:
Sleep Stage Monitoring Using Commodity Wi-Fi Devices”, IEEE Internet of Things Journal (IoT-J), Sep 2021, 8 (18), pp 13900-13913. ViewPDF 47.
Fatemeh
Fahimi, Strahinja Dosen, Kai Keng Ang, Natalie Mrachacz-Kersting, and Cuntai
Guan, “Generative Adversarial Networks-based
Data Augmentation for Brain-Computer Interface”, IEEE
Transactions on Neural Networks and Learning Systems (TNNLS), Sep 2021, 32 (9), pp 4039-4051. ViewPDF 48.
Mengjiao Hu, Hsiao-Ju Cheng, Fang Ji, Joanna Su
Xian Chong, Zhongkang Lu, Weimin Huang, Kai Keng Ang, Kok Soon Phua,
Kai-Hsiang Chuang, Xudong Jiang, Cuntai Guan, Effie Chew, Juan Helen Zhou,
“Brain functional changes in stroke following rehabilitation using
brain-computer interface-assisted motor imagery with and without tDCS: a
pilot study”, Frontiers in Human Neuroscience, Jun 2021, DOI: 10.3389/fnhum.2021.692304. ViewPDF 49.
Mengjiao Hu, Xing Qian, Siwei
Liu, Amelia Koh Jialing, Kang Sim, Xudong Jiang, Cuntai Guan, Juan Helen
Zhou, “Structural and diffusion MRI based schizophrenia classification using
2D pretrained and 3D naive Convolutional Neural Networks”, Schizophrenia Research, June 2021, DOI: 10.1016/j.schres.2021.06.011.
ViewPDF 50.
Jiarong
Wang, Luzheng Bi, Weijie Fei, and Cuntai
Guan, “Decoding
Single-Hand and Both-Hand Movement Directions from Noninvasive Neural
Signals”, IEEE Transactions on Biomedical Engineering (TBME), June 2021, 68(6), pp 1932-1940. ViewPDF 51.
Neethu
Robinson, Tushar Chouhan, Ernest Mihelj, Paulina Kratka, Frederic Debraine,
Nicole Wenderoth, Cuntai Guan, Rea Lehner, “Design considerations for
long term non-invasive Brain Computer Interface training with tetraplegic
CYBATHLON pilot”, Frontiers in Human Neuroscience,
May 2021, DOI: 10.3389/fnhum.2021.648275. ViewPDF 52.
Olivier Lambercy,
Rea Lehner, Karen Sui Geok Chua, Seng Kwee Wee, Deshan Kumar Rajeswaran,
Christopher Wee Keong Kuah, Wei Tech Ang, Phyllis Liang, Domenico Campolo,
Asif Hussain, Gabriel Aguirre-Ollinger, Cuntai Guan, Christoph M. Kanzler,
Nicole Wenderoth, Roger Gassert, “Neurorehabilitation from a distance: can
intelligent technology support decentralized access to quality therapy?” Frontiers
in Robotics and AI, May 2021, DOI: 10.3389/frobt.2021.612415. ViewPDF 53.
Emadeldeen Eldele,
Zhenghua Chen, Chengyu Liu, Min Wu, Chee-Keong Kwoh, Xiaoli Li and Cuntai
Guan, “An Attention-based Deep Learning Approach for Sleep Stage
Classification with Single-Channel EEG”, IEEE Transactions on Neural
Systems and Rehabilitation Engineering (TNSRE), Apr 2021, 29, pp 809-818. ViewPDF 54.
Hsiao-Ju Cheng, Kwun Kei
Ng, Xing Qian, Fang Ji, Zhongkang Lu, Wei Peng Teo, Xin Hong, Fatima Nasrallah,
Kai Keng Ang, Kai-Hsiang Chuang, Cuntai Guan, Haoyong Yu, Effie Chew, Juan
Zhou, “Task-related brain functional network reconfigurations relate to motor
recovery in chronic subcortical stroke”, Scientific Reports, Apr 2021.
11 (1), 8442. ViewPDF 55.
Kaishuo Zhang,
Neethu Robinson, Seong-whan Lee, Cuntai Guan, “Adaptive Transfer Learning for
EEG Motor Imagery Classification with Deep Convolutional Neural Network”, Neural Networks, Apr 2021, Vol 136, pp 1-10. ViewPDF SourceCode 56.
Chao Jiang, Yingjie Li, Yingying Tang, Cuntai
Guan “Enhancing EEG-Based Classification of Depression Patients using Spatial
Information”, IEEE Transactions on Neural Systems and Rehabilitation Engineering
(TNSRE), Feb 2021, 29, pp 566-575. ViewPDF 57.
Bijun Tang, Yuhao Lu, Jiadong Zhou, Tushar Chouhan, Han Wang, Prafful
Golani, Manzhang Xu, Quan Xu, Cuntai Guan, and Zheng Liu, “Machine learning-guided synthesis of advanced inorganic
materials”, Materials Today, Vol 41, Dec 2020, pp 72-80. ViewPDF 58.
Nicholas
Cheng, Kok Soon Phua, Hwa Sen Lai, Pui Kit Tam, Ka Yin Tang, Kai Kei Cheng,
Raye Chen-Hua Yeow, Kai Keng Ang, Cuntai Guan, and Jeong Hoon Lim, “Brain-computer Interface-based Soft Robotic
Glove Rehabilitation for Stroke”, IEEE
Transactions on Biomedical Engineering (TBME), Dec 2020, 67 (12), pp 3339-3351. ViewPDF 59.
Chuangao
Tang, Wenming Zheng, Yuan Zong, Nana Qiu, Cheng Lu, Xilei Zhang, Xiaoyan Ke,
Cuntai Guan, “Automatic Identification of High-Risk Autism Spectrum Disorder:
A Feasibility Study Using Video and Audio Data under the Still-Face Paradigm, IEEE
Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), Nov 2020, 28 (11), pp 2401-2410. ViewPDF 60.
Yu
Han, Bijun Tang, Liang Wang, Hong Bao, Yuhao Lu, Cuntai
Guan, Liang Zhang, Mengying Le, Zheng
Liu, and Minghong Wu, “Machine Learning Driven Synthesis of Carbon
Dots with Enhanced Quantum Yields”, ACS Nano, Nov 2020, , . 61.
Oyeon
Kwon, Min-Ho Lee, Cuntai Guan, and Seong-Whan Lee, “Subject-Independent
Brain-Computer Interfaces Based on Deep Convolutional Neural Networks,” IEEE Transactions on Neural Networks and
Learning Systems (TNNLS), Oct.
2020, 31 (10), pp 3839 - 3852. ViewPDF 62.
Effie Chew, Wei Peng Teo, Ning Tang, Kai Keng Ang,
Yee Sien Ng, Juan Zhou, Irvin Teh, Kok Soon Phua, Ling Zhao and Cuntai Guan,
“Using Transcranial Direct Current Stimulation to Augment the Effect of Motor
Imagery-Assisted Brain-Computer Interface Training in Chronic Stroke
Patients—Cortical Reorganization Considerations”, Frontiers in Neurology, Aug 2020, 11:948. DOI:
10.3389/fneur.2020.00948, pp1-11.
ViewPDF 63.
Ravikiran
Mane, Tushar
Chouhan, and Cuntai Guan, “BCI for Stroke Rehabilitation: Motor and Beyond”, Journal
of Neural Engineering (JNE),
Aug 2020, 17, e041001, DOI:
10.1088/1741-2552/aba162. ViewPDF 64.
Ritu Ranjan Shrivastwa,
Vikramkumar Pudi, Duo Chen, Rosa So, Anupam Chattopadhyay, Cuntai Guan, “A
Brain Computer Interface framework based on Compressive Sensing and Deep
Learning”, IEEE Consumer Electronics Magazine, May 2020, 9(3), pp
90-96. 65.
Ji-Hoon
Jeong, No-Sang Kwak, Cuntai Guan, and Seong-Whan Lee, “Decoding
Movement-Related Cortical Potentials based on Subject-Dependent and
Section-Wise Spectral Filtering”, IEEE
Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), Mar
2020, 28 (3), pp 687-698. ViewPDF 66.
Ruyi Foong, Kai Keng Ang,
Chai Quek, Cuntai Guan, Kok Soon Phua, Christopher Wee Keong Kuah, Deshmukh
Arun Vishwanath, Lester Hon Lum Yam, Deshan Kumar Rajeswaran, Ning Tang,
Effie Chew, and Karen Sui Geok Chua, “Assessment of the Efficacy of EEG-based
MI-BCI with Visual Feedback and EEG Correlates of Mental Fatigue for
Upper-Limb Stroke Rehabilitation”, IEEE Transactions on Biomedical
Engineering (TBME), Mar
2020, 67(3), pp
786-795. ViewPDF 67.
Su
Zhang, Wanjing Zhao, Xuying Hao, Yang Yang, and Cuntai Guan, “A Context-aware Locality Measure for
Inlier Pool Enrichment in Stepwise Image Registration”, IEEE
Transactions on Image Processing (TIP), Feb 2020, 29 (1), pp
4281-4295. ViewPDF 68.
Keun-Tae
Kim, Cuntai Guan, and Seong-Whan Lee, “A Subject-Transfer Framework based on
Single-Trial EMG Analysis using Convolutional Neural Networks,” IEEE Transactions on Neural Systems and
Rehabilitation Engineering (TNSRE), Jan 2020, 28(1), pp 94-103. ViewPDF 69.
Ravikiran
Mane, Effie Chew, Kok Soon Phua, Kai Keng Ang, Neethu Robinson, A. P. Vinod,
and Cuntai Guan, “Prognostic and Monitory EEG-Biomarkers for BCI Upper-limb
Stroke Rehabilitation,” IEEE
Transactions on Neural Systems and Rehabilitation Engineering (TNSRE),
Aug 2019, 27(8), pp1654-1664. ViewPDF 70.
Xiangting Bernice Lin,
Tih-Shih Lee, Yin Bun Cheung, Joanna Ling, Shi Hui Poon, Leslie Lim, Hai Hong
Zhang, Zheng Yang Chin, Chuanchu Wang, Ranga Krishnan, Cuntai Guan, “Exposure
Therapy with Personalized Real-Time Arousal Detection and Feedback to Alleviate
Social Anxiety Symptoms in an Analogue Adult Sample: Pilot Proof-of-Concept
Randomized Controlled Trial”, JMIR Mental Health, Jun 2019, 6(6),
e13869. ViewPDF 71.
Choon Guan Lim, Xue Wei Wendy Poh, Daniel
Shuen Sheng Fung, Cuntai Guan, Dianne Bautista, Yin Bun Cheung, Haihong
Zhang, Si Ning Yeo, Ranga Krishnan, Tih Shih Lee, “A Randomized Controlled Trial of a Brain-Computer Interface
based Attention Training Program for ADHD”, PLOS ONE, May 2019, 14
(5): e0216225. ViewPDF 72.
Zi Ying Wee, Samantha W.
L. Yong, Qian Hui Chew, Cuntai Guan, Tih Shih Lee, Kang Sim, “Actigraphy
studies and clinical and biobehavioural correlates in schizophrenia: a
systematic review”, Journal of Neural Transmission, March 2019, 126, pp 531–558. ViewPDF 73.
Stefan K.
Ehrlich, Kat R. Agres, Cuntai Guan, Gordon Cheng, “A closed-loop, music-based
brain-computer interface for emotion mediation”, PLOS ONE, Mar 2019, 14(3): e0213516.
ViewPDF 74.
Luzheng Bi, Aberham Genetu
Feleke, Cuntai Guan, “A review on EMG-based motor intention
prediction of continuous human upper limb motion for human-robot
collaboration”, Biomedical Signal
Processing & Control, Feb 2019, Vol 51, pp113-127. ViewPDF 75.
Fatemeh Fahimi, Zhuo
Zhang, Wooi Boon Goh, Tih-Shih Lee, Kai Keng Ang, Cuntai
Guan, “Inter-subject transfer learning with end-to-end deep convolutional
neural network for EEG-based BCI”, Journal
of Neural Engineering (JNE), Jan 2019,
16(2), 026007. ViewPDF 76.
Xing Qian, Francisco Xavier Castellanos,
Lucina Q.Uddin, Beatrice Rui Yi Loo, Siwei Liu, Hui Li Koh, Xue Wei Wendy
Poh, Daniel Fung, Cuntai Guan, Tih-Shih Lee, Choon Guan Lim, Juan Zhou,
“Large-scale brain functional network topology disruptions underlie symptom
heterogeneity in children with attention-deficit/hyperactivity disorder”, NeuroImage : Clinical, Vol 21, 2019, 101600, pp1-8. ViewPDF 77.
Siavash
Sakhavi, Cuntai Guan, Shuicheng Yan, “Learning Temporal Information for
Brain-Computer Interface using Convolutional Neural Networks", IEEE
Transactions on Neural Networks and Learning Systems (TNNLS), Nov. 2018, Vol 29, No. 11, pp 5619-5629.
ViewPDF 78.
Luzheng
Bi, Huikang Wang, Teng Teng, Cuntai Guan “A Novel Method of Emergency
Situation Detection for a Brain-controlled Vehicle by Combining EEG Signals
with Surrounding Information”, IEEE Transactions on Neural Systems and
Rehabilitation Engineering (TNSRE),
Oct
2018, 26(10), pp1926-1934.
ViewPDF 79.
Tushar
Chouhan, Neethu Robinson, Vinod A Prasad, Kai Keng Ang, Cuntai Guan,
"Wavelet Phase-Locking based Binary Classification of Hand Movement
Directions from EEG", Journal of
Neural Engineering (JNE), Sept 2018, 15 (6), pp 1-13. ViewPDF 80.
Si
Ning Yeo, Tih Shih Lee, Wei Theng Sng, Min Quan Heo, Dianne Bautista, Yin Bun Cheung, Haihong Zhang, Zheng Yang Chin, Lei Feng,
Helen Juan Zhou, Mei Sian Chong, Tze Pin Ng, Ranga Krishnan, Cuntai Guan, “Effectiveness of a
personalised Brain-Computer Interface system for cognitive training in
healthy elderly: a randomized controlled trial”, Journal
of Alzheimer's Disease, 66(1),
2018, pp127-138. ViewPDF 81.
Xing
Qian, Beatrice Rui Yi Loo, Francisco Xavier Castellanos, Siwei Liu, Hui Li
Koh, Xue Wei Wendy Poh, Ranga Krishnan, Daniel Fung, Michael Chee, Cuntai
Guan, Tih-Shih Lee, Choon Guan Lim, Juan Zhou, “Brain-computer-interface-based
intervention re-normalizes brain functional network topology in children with
attention deficit/hyperactivity disorder," Translational Psychiatry
(Nature
Publishing Group), 8(1), 2018 ViewOnline 82.
Tim
Schäck, Michael Muma, Mengling Feng, Cuntai Guan, Abdelhak M.
Zoubir, "Robust Nonlinear Causality Analysis of Non-Stationary
Multivariate Physiological Time Series”, IEEE Transactions on
Biomedical Engineering (TBME),
June 2018, Vol 65, No. 6, pp 1213-1225 ViewPDF 83.
Vikram Shenoy Handiru, A. P.
Vinod, Cuntai Guan, “EEG Source Imaging of Movement Decoding: The
State-of-the-art and Future Direction”, IEEE Systems, Man, and Cybernetics
Magazine, April 2018, Vol
4, No 2, pp14 - 23. ViewPDF 84.
Xinyang
Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, “A Unified Fisher's Ratio
Learning Method for Spatial Filter Optimization", IEEE Transactions
on Neural Networks and Learning Systems (TNNLS), Nov 2017, Vol 28,
No 11, pp2727-2737, ViewPDF 85.
Mahnaz
Arvaneh, Cuntai Guan, Kai Keng Ang, Tomas E. Ward, Karen S.G. Chua,
Christopher Wee Keong Kuah, Gopal Joseph Ephraim Joseph, Kok Soon Phua,
Chuanchu Wang, “Facilitating Motor Imagery-based Brain-computer Interface for
Stroke Patients Using Passive Movement", Neural Computing and Applications, Nov
2017, Vol 28, No 11, pp 3259–3272. ViewPDF 86.
Sim
Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al-Mamun, Chuanchu Wang,
Cuntai Guan, “EEG Artifact Removal Methodologies Based on Detection of
Influential Independent Components”, IEEE
Transactions on Emerging Topics in Computational Intelligence (TETCI),
Vol 1, No 4, 2017, pp270-279. ViewPDF 87.
Xin
Hong, Zhongkang Lu, Irvin Teh, Fatima Ali Nasrallah, Wei Peng Teo, Kai Keng
Ang, Kok Soon Phua, Cuntai Guan, Effie Chew, Kai-Hsiang Chuang, “Brain
plasticity following MI-BCI training combined with tDCS in a randomized trial
in chronic subcortical stroke subjects: a preliminary study”, Scientific
Reports, 7, 2017
doi:10.1038/s41598-017-08928-5 ViewPDF 88.
Xinyang
Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, “Discriminative Ocular Artifact
Correction for Feature Learning in EEG Analysis”, IEEE Transactions on
Biomedical Engineering (TBME), Aug
2017, Vol 64, No 8, pp 1906-1913 ViewPDF 89.
Kai
Keng Ang, Cuntai Guan, “EEG-based
Strategies to Detect Motor Imagery for Control and Rehabilitation”, IEEE
Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), April 2017,
Vol 25, No. 4, pp 392-401 (Invited
Paper) ViewPDF 90.
Huibin
Chang, Weimin Huang, Chunlin Wu, Su Huang, Cuntai Guan, Sakthivel Sekar,
Kishore Kumar Bhakoo, Yuping Duan, “A New Variational Method for Bias
Correction and its Applications to Rodent Brain Extraction”, IEEE Transactions on Medical Imaging
(TMI), March 2017, Vol 36, No 3, pp 721-733. ViewPDF 91.
Rosa
So, Vibhor Krishna, Nicholas King, Huijuan Yang, Zhuo Zhang, Francesco
Sammartino, Andres Lozano, Richard Wennberg, Cuntai Guan, “Prediction and
Detection of Seizures from Simultaneous Thalamic and Scalp EEG
Recordings", Journal of
Neurosurgery, 126(6), 2017, pp2036-2044 ViewPDF 92.
Vikram
Handiru Shenoy, Vinod A Prasad, Cuntai Guan, "EEG Source Space Analysis
of Supervised Factor Analytic Approach for the Classification of
Multi-directional Arm Movement", Journal
of Neural Engineering (JNE), 14, 2017, 046008, pp1-14 ViewPDF 93.
Camilo
Libedinsky, Rosa So, Zhiming Xu, Toe K. Kyar, Duncun Ho, Clement Lim, Louiza
Chan, Yuanwei Chua, Lei Yao, Jia H. Cheong, Jung Hyup Lee, Kulkarni Vinayak
Vishal, Yongxin Guo, Zhi Ning Chen, Lay K. Lim, Peng Li, Lei Liu, Xiaodan
Zou, Kai K. Ang, Yuan Gao, Wai H. Ng, Boon S. Han, Keefe Chng, Cuntai Guan,
Minkyu Je, Shih-Cheng Yen, “Independent Mobility Achieved Through a Wireless
Brain-Machine Interface”, PLOS ONE,
2016, Vol 11, No 11, e0165773 ViewPDF 94.
Neethu
Robinson, Ali Danish Zaidi, Mohit Rana, Vinod A Prasad, Cuntai Guan, Niels
Birbaumer, Ranganatha Sitaram, “Real-time Subject-independent Pattern
Classification of Overt and Covert Movements from fNIRS Signals”, PLOS ONE, 2016, Vol 11, No. 7, e0159959 ViewPDF 95.
Huijuan
Yang, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Cuntai Guan, “Neural and Cortical Analysis of Swallowing and
Detection of Motor Imagery of Swallow for Dysphagia Rehabilitation - A Review”,
Progress in Brain Research, vol 228, 2016, pp185-219 (Invited Paper) ViewPDF 96.
Tong Wu, Jian Xu, Yong Lian, Azam Khalili, Amir
Rastegarnia, Cuntai Guan, Zhi Yang, “A 16-Channel Nonparametric Spike Detection ASIC Based
on EC-PC Decomposition”, IEEE Transactions on Biomedical Circuits and Systems (TBCAS), Feb 2016,
10(1), pp 3-17. doi: 10.1109/TBCAS.2015.2389266 ViewPDF 97.
Neethu
Robinson, Cuntai Guan, Vinod A Prasad, "Adaptive Estimation of Hand
Movement Trajectory in an EEG Based Brain-Computer Interface System", Journal of Neural Engineering (JNE),
2015, Vol 12, No 6, 066019 ViewPDF 98.
Kai
Keng Ang, Karen Sui Geok Chua, Kok Soon Phua, Chuanchu Wang, Zheng Yang Chin, Haihong Zhang, Christopher Wee Keong Kuah, Jeanette Lee,
Wilson Low,
Beng Ti Ang,
Keng-He Kong, Cuntai Guan,
“A Randomized Controlled Trial on
EEG-based motor imagery Brain-Computer Interface robotic rehabilitation for
stroke”, Clinical EEG &
Neuroscience, Oct 2015, 46(4), pp 310-320.
ViewPDF 99.
Andreas
Markus Ray, Ranganatha Sitaram, Mohit Rana, Emanuele Pasqualotto, Korhan
Buyukturkoglu, Cuntai Guan, Kai Keng Ang, Cristián Tejos, Francisco Javier
Zamorano, Francisco Aboitiz, Niels Birbaumer, Sergio Ruiz, “A
Subject-independent Pattern-based Brain-Computer Interface”, Frontiers in Behavioral Neuroscience,
2015, Vol 9, No 00269. ViewPDF 100.
Kai Keng Ang and Cuntai Guan, "Brain-computer Interface for
Neuro-Rehabilitation of Upper Limb after Stroke", Proceedings of the IEEE, Jun 2015, vol. 103, no. 6, pp. 944-953. (Invited Paper) ViewPDF 101.
Huijuan
Yang, Cuntai Guan, Chuan Chu Wang and Kai Keng Ang, “Detection of Motor
Imagery of Brisk Walking from Electroencephalogram”, Journal of Neuroscience Methods, Apr 2015, 15(244) pp 33-44. ViewPDF 102.
Kai Keng Ang, Cuntai Guan, Chuanchu Wang,
Ling Zhao, Wei Peng Teo, Chang Wu Chen, Yee Sien Ng, Effie
Chew, "Facilitating Effects of Transcranial Direct Current
Stimulation on Motor Imagery Brain-Computer Interface for Stroke
Rehabilitation”, Archives of Physical Medicine and Rehabilitation
(APMR), Vol 96 (3 Suppl
1), S79-87, 2015. (Invited Paper)
ViewPDF 103.
Tih Shih Lee, Shin Yi Quek, Siau Juinn Alexa Goh, Rachel Phillips, Cuntai Guan, Yin Bun Cheung, Lei Feng,
Chuanchu Wang, Zheng Yang Chin, Haihong Zhang, Jimmy Lee, Tze Pin Ng, Ranga
Krishnan, “A Pilot Randomized
Controlled Trial Using EEG-based Brain–computer Interface Training for a
Chinese-speaking Group of Healthy Elderly”, Clinical Interventions in Aging, 2015:10, pp 217–227 ViewPDF 104.
Fabien
Lotte, Jonathan S Brumberg, Peter Brunner, Aysegul Gunduz, Anthony L
Ritaccio, Cuntai Guan, Gerwin Schalk, “Electrocorticographic Representations
of Segmental Features in Continuous Speech”, Frontiers in Human Neuroscience, Feb 2015, 9:97. doi: 10.3389/fnhum.2015.00097 ViewPDF 105.
Qianli
Xu, Tin Lay Nwe, and Cuntai Guan, “Cluster-based Analysis for Personalized
Stress Evaluation using Physiological Signals”, IEEE Journal of Biomedical and Health Informatics (J-BHI), Jan 2015, 19(1):275-81. doi: 10.1109/JBHI.2014.2311044 ViewPDF 106.
Felix
Putze, Sebastian Hesslinger, Chun-Yu Tse, Yun Ying Huang, Christian Herff,
Cuntai Guan, Tanja Schultz, “Hybrid fNIRS-EEG based Classification of
Auditory and Visual Perception Processes”, Frontiers in Neuroscience, Nov 2014, doi: 10.3389/fnins.2014.00373 ViewPDF 107.
Yin Zhou, Tong Wu, Amir Rastegarnia, Cuntai Guan, Edward Keefer, Zhi Yang, “On the Robustness of EC–PC Spike Detection
Method for Online Neural Recording”, Journal of Neuroscience Methods, Sep 2014, vol 235, pp 316–330 ViewPDF 108.
Xinyang
Li, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Sim Heng Ong, “Adaptation of
Motor Imagery EEG Classification Model Based on Tensor Decomposition", Journal of Neural Engineering (JNE), Sep 2014, 11 (5), 056020 ViewPDF 109.
Mahnaz
Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek, "Mutual Information-based
Optimization of Sparse Spatio-spectral Filters in Brain-Computer
Interface", Neural Computing and
Applications, Sep 2014, vol 25, no 3-4, pp 625-634 ViewPDF 110.
Atieh
Bamdadian, Cuntai Guan, Kai Keng Ang, and Jianxin Xu, "The Predictive
Role of Pre-cue EEG Rhythms on MI-based BCI Classification
Performance," Journal of Neuroscience Methods, Sep 2014,
235C:138-144. doi: 10.1016/j.jneumeth.2014.06.011 ViewPDF 111.
Kai Keng Ang, Cuntai Guan, Kok Soon Phua, Chuanchu
Wang, Longjiang Zhou, Ka Yin Tang, Gopal Joseph Ephraim_Joseph, Christopher
Wee Keong Kuah and Karen Sui Geok Chua, "Brain-Computer Interface-based
Robotic End Effector System for Wrist and Hand Rehabilitation: Results of a
Three-armed Randomized Controlled Trial for Chronic Stroke”, Frontiers in
NeuroEngineering, 2014, 7:30. doi:
10.3389/fneng.2014.00030. ViewPDF 112.
Huijuan
Yang, Cuntai Guan, Karen Sui Geok Chua, See San Chok, Chuan Chu Wang, Kok
Soon Phua, Ka Yin Christina Tang, Kai Keng Ang, “Detection of Motor Imagery
of Swallow EEG Signals based on Dual-Tree Complex Wavelet Transform and
Adaptive Model Selection”, Journal of
Neural Engineering (JNE), May 2014, 11 (3), 035016 ViewPDF 113.
Tih-Shih
Lee, Siau Juinn Alexa Goh, Shin Yi Quek, Rachel Phillips, Cuntai Guan, Yin
Bun Cheung, Lei Feng, Stephanie Sze Wei Teng, Chuan Chu Wang, Zheng Yang
Chin, Haihong Zhang, Tze Pin Ng, Jimmy Lee, Richard Keefe, Ranga Rama
Krishnan, “A Brain-computer Interface Based Cognitive Training System for
Healthy Elderly: A Randomized Control Pilot Study for Usability and
Preliminary Efficacy”, PLOS ONE,
2013, Vol 8, No 11, page e79419 ViewPDF 114.
Neethu
Robinson, Cuntai Guan, A P Vinod, Ang Kai Keng and Tee Keng Peng,
“Multi-class EEG Classification of Voluntary Hand Movement Directions”, Journal of Neural Engineering (JNE), Sep 2013, Vol. 10, No. 5, pp 056018 ViewPDF 115.
Xinyang
Li, Haihong Zhang, Cuntai Guan, Sim-Heng Ong, Yaozhang Pan and Kai Keng Ang,
“Discriminative Learning of Signal Propagation and Spatial Pattern for Motor
Imagery EEG Analysis”, Neural
Computation, Oct 2013, Vol. 25, No. 10, pp
2709-2733 ViewPDF 116.
Neethu
Robinson, A. P. Vinod, Kai Keng Ang, Keng Peng Tee, Cuntai Guan, “EEG-based
Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm”, IEEE
Transactions on
Biomedical Engineering (TBME), Aug 2013, Vol. 60, No. 2, pp 2123 - 2132 ViewPDF 117.
Mahnaz
Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek, "EEG Data Space
Adaptation to Reduce Inter-session Non-stationarity in Brain-Computer
Interface", Neural Computation,
Aug 2013, Vol. 25, No. 8, pp 2146-2171 ViewPDF 118.
Haihong
Zhang, Huijuan Yang, Cuntai Guan, "Bayesian Learning for Spatial
Filtering in EEG-based Brain-Computer Interface", IEEE Transactions
on Neural Networks and Learning Systems (TNNLS), July 2013, Vol 24,
No. 7, pp 1-12 ViewPDF 119.
Kai
Keng Ang and Cuntai Guan, “Brain-Computer Interface in Stroke
Rehabilitation", Journal of
Computing Science and Engineering, June 2013, Vol. 7, No. 2, pp. 139-146. (Invited Paper) ViewPDF 120.
Sidath
Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jianxin Xu, and Tong Heng
Lee, “Dynamically Weighted Ensemble Classification for Non-Stationary EEG
Processing”, Journal
of Neural Engineering (JNE), June 2013, Vol 10, No. 3, 036007 ViewPDF 121.
Mahnaz
Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek, "Optimizing Spatial
Filters by Minimizing Within-class Dissimilarities in EEG-based BCI", IEEE
Transactions on Neural Networks and Learning Systems (TNNLS), April 2013,
Vol 24, No. 4, pp 610-619 ViewPDF 122.
Haiping
Lu, Yaozhang Pan, Bappaditya Mandal, How-Lung Eng, Cuntai Guan and Derrick W.
S. Chan, “Quantifying Limb Movements in Epileptic Seizures through
Color-based Video Analysis”, IEEE Transactions on Biomedical Engineering (TBME), Feb 2013, Vol. 60, No. 2, pp
461-469 ViewPDF 123.
Sau
Wai Tung, Hiok Chai Quek, Cuntai Guan, “eT2FIS: An Evolving Type-2 Neural
Fuzzy Inference System”, Information
Sciences, 2013, Vol 220, 2013, pp 124–148 ViewPDF 124.
Balint Varkuti, Cuntai Guan, Yaozhang Pan, Kok
Soon Phua, Kai Keng Ang, Christopher Kuah, Karen Chua, Beng Ti Ang, Niels
Birbaumer, Ranganatha Sitaram, “Resting State Changes In Functional
Connectivity Correlate With Movement Recovery For BCI And Robot-Assisted
Upper Extremity Training After Stroke“, Neurorehabilitation and Neural
Repair, 2013, vol.
27, no. 1, pp 53-62 ViewPDF 125.
Choon
Guan Lim, Tih Shih Lee, Cuntai Guan, Daniel
Fung, Yudong Zhao, Stephanie
Sze Wei Teng, Haihong Zhang and Ranga Krishnan, “A Brain-Computer Interface Based Attention Training
Program for Treating Attention Deficit Hyperactivity Disorder”, PLOS ONE, 2012, 7(10): e46692 ViewPDF 126.
Sau
Wai Tung, Hiok Chai Quek, Cuntai Guan, "SoHyFIS-Yager: A self-organizing
Yager based Hybrid Neural Fuzzy Inference System", Expert
Systems with Applications, 2012, 39(17), 12759—12771 ViewPDF 127.
Zhi Yang, Wentai Liu,
Mohammad Reza Keshtkaran, Yin Zhou, Jian Xu, Victor Pikov, Cuntai Guan
and Yong Lian, “A New EC–PC Threshold Estimation Method for in-vivo Neural Spike Detection”, Journal of Neural Engineering (JNE), 2012, Vol 9, No 4,
046017 ViewPDF 128.
Kai
Keng Ang, Zheng Yang Chin, Chuanchu Wang, Cuntai Guan, Haihong Zhang, “Filter
Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets IIa and
IIb”, Frontiers in Neuroscience,
2012, 6:39. doi: 10.3389/fnins.2012.00039. (Invited Paper) ViewPDF 129.
Haihong
Zhang, Cuntai Guan, Kai Keng Ang and Chuanchu Wang, “BCI Competition IV –
Data Set I: Learning Discriminative Patterns for Self-paced EEG-based Motor
Imagery Detection”, Frontiers in
Neuroscience, 2012, 6:7. doi:
10.3389/fnins.2012.00007. (Invited
Paper) ViewPDF 130.
Kai
Keng Ang, Zheng Yang Chin, Haihong Zhang, Cuntai Guan, “Mutual
Information-based Selection of Optimal Spatial-temporal Patterns for
Single-trial EEG-based BCIs”, Pattern
Recognition, June 2012, Vol 45, No 6, pp 2137–2144 ViewPDF 131.
Sau
Wai Tung, Chai Quek, and Cuntai Guan, "SaFIN: A Self-Adjusting Fuzzy
Inference Network", IEEE Transactions on Neural Networks (TNN),
Dec 2011, Vol. 22, No. 12, pp 1928-1940 ViewPDF 132.
Kai
Keng Ang, Cuntai Guan, Karen Sui Geok Chua, Beng Ti Ang, Christopher Wee
Keong Kuah, Chuanchu Wang, Koksoon Phua, Zheng Yang Chin, Haihong Zhang, “A
Large Clinical Study on the Ability of Stroke Patients in Operating EEG-based
Motor Imagery Brain-Computer Interface”, Clinical
EEG and Neuroscience, Oct, 2011, pp 253-258 ViewPDF 133.
Haihong
Zhang, Sidath Liyanage, Cuntai Guan, “Learning from Feedback Training Data in
Self-Paced Brain-Computer Interface”, Journal of Neural Engineering (JNE), Aug 2011, Vol 8, 046035 ViewPDF 134.
Mahnaz
Arvaneh, Cuntai Guan, Kai Keng Ang and Hiok Chai Quek, “Optimizing the
Channel Selection and Classification Accuracy in EEG-based BCI”, IEEE
Transactions on
Biomedical Engineering (TBME), June 2011, Vol. 58 No. 6, pp1865-1873 ViewPDF 135.
Kavitha P Thomas, Cuntai Guan, Chiew Tong Lau,
Vinod A Prasad and Kai Keng Ang, “Adaptive Tracking of
Discriminative Frequency
Components in EEG for a Robust
Brain-Computer Interface”, Journal of Neural Engineering (JNE), 2011, Vol.
8, No. 3, 036007 ViewPDF 136.
Fabien
P.R. Lotte and Cuntai Guan, “Regularizing Common Spatial Patterns to Improve BCI
Designs: Unified Theory and New Algorithms”, IEEE Transactions on Biomedical Engineering (TBME), Feb 2011, Vol. 58, No. 2, pp 355-362 ViewPDF 137.
Haihong
Zhang, Chin Zheng Yang, Kai Keng Ang, Cuntai Guan and Chuanchu Wang, “Optimum Spatio-Spectral Filtering
Network for Brain-Computer Interface”, IEEE Transactions on Neural
Networks (TNN), Jan 2011, Vol.
22, No. 1, pp52-63 ViewPDF 138.
Brice
Rebsamen, Cuntai Guan, Haihong Zhang, Chuanchu Wang, Cheeleong Teo, Marcelo
Ang, and Etienne Burdet, “A Brain Controlled Wheelchair to Navigate in
Familiar Environments”, IEEE Transactions on Neural Systems and
Rehabilitation Engineering (TNSRE),
Dec 2010, Vol. 18, No.
6, pp590 – 598 ViewPDF 139.
Haihong
Zhang, Cuntai Guan and Yuanqing Li, “A Linear Discriminant Analysis Method
based on Mutual Information Maximization”, Pattern Recognition, Vol 44, No. 4, April 2011, pp877-885 ViewPDF 140.
Haiping
Lu, How-Lung Eng, Cuntai Guan, K. N. Plataniotis and A. N. Venetsanopoulos,
“Regularized Common Spatial Pattern with Aggregation for EEG Classification in
Small-Sample Setting”, IEEE Transactions on Biomedical Engineering (TBME), Dec 2010, Vol 57, No. 12, pp 2936-2946 ViewPDF 141.
Haihong
Zhang and Cuntai Guan, “A Maximum Mutual Information Approach for Generating
Effective 1D Continuous Control Signal in Asynchronous Brain Computer
Interface”, Journal of
Neural Engineering (JNE), 2010, Vol. 7, No. 5, 056009 ViewPDF 142.
Yuanqing
Li, Jinyi Long, Tianyou Yu, Zhuliang Yu, Chuanchu Wang, Haihong Zhang, Cuntai
Guan, “An EEG-based BCI System for 2-D Cursor Control by Combining Mu/Beta
Rhythm and P300 Potential”, IEEE Transactions on Biomedical Engineering (TBME), Oct 2010, Vol. 57, No. 10, pp
2495-2505 ViewPDF 143.
Choon
Guan Lim, Tih
Shih Lee, Cuntai
Guan, Daniel
Fung, Yin
Bun Cheung, Stephanie
Sze Wei Teng, Haihong
Zhang and Ranga
R Krishnan, “Effectiveness
of a Brain-Computer Interface Based Programme for the Treatment of ADHD: A
Pilot Study", Psychopharmacology
Bulletin, 2010, Vol. 43, No. 1, pp73-82. ViewPDF 144.
Kavitha
P Thomas, Cuntai Guan, Tong Lau Chiew, Vinod A Prasad and Kai Keng Ang, "New Discriminative Common Spatial
Pattern Method for Motor Imagery Brain Computer Interfaces", IEEE Transactions on Biomedical Engineering (TBME), Nov, 2009, Vol. 56, No. 11, pp2730
- 2733 ViewPDF 145.
Yuanqing Li, Praneeth Namburi, Zhuliang Yu,
Cuntai Guan, Jianfeng Feng and Zhenghui Gu, "Voxel Selection in fMRI
Data Analysis Based on Sparse Representation", IEEE Transactions on Biomedical Engineering (TBME), Oct
2009, Vol. 56, No. 10,
pp2439-2451 ViewPDF 146.
Shijian Lu, Cuntai Guan and Haihong Zhang,
"Unsupervised Brain Computer Interface based on Inter-Subject
Information and Online Adaptation", IEEE Transactions on Neural Systems and Rehabilitation
Engineering (TNSRE), Apr 2009, Vol. 17, No. 2, pp1-11 ViewPDF 147.
Yuanqing
Li, Andrzej Cichocki, Shun-ichi Amari, Shenli Xie and Cuntai
Guan, "Equivalence Probability and Sparsity of Two
Sparse Solutions in Sparse Representation", IEEE Transactions on Neural Networks
(TNN), Dec 2008, Vol 19, No 12, pp 2009-2021 ViewPDF 148.
Haihong Zhang, Cuntai Guan and Chuanchu
Wang, "Towards
Asynchronous P300-based Brain-computer Interfaces: A Computational Approach
with Statistical Models”, IEEE
Transactions on Biomedical Engineering (TBME), June 2008, Vol. 55, No. 6, pp1754-1763 ViewPDF 149.
Yuanqing
Li and Cuntai Guan, "Joint Feature Re-extraction and Classification
Using an Iterative Semi-Supervised Support Vector Machine Algorithm", Machine
Learning, Apr 2008, vol. 71, no. 1, pp33-53. ViewPDF 150.
Ranganatha
Sitaram, Haihong Zhang, Cuntai Guan, Manoj Thulasidas, Yoko Hoshi,
Akihiro Ishikawa, Koji Shimizu and Niels Birbaumer, "Temporal
Classification of Multi-Channel Near Infrared Spectroscopy Signals of Motor
Imagery for Developing a Brain-Computer Interface", NeuroImage, Feb
2007, Vol 34, No 4, pp1416-1427 ViewPDF 151.
Brice
Rebsamen, Etienne Burdet, Cuntai Guan, Haihong Zhang, Chee Leong Teo, Qiang
Zeng, Christian Laugier and Marcelo H. Ang Jr., "Controlling a
Wheelchair Indoors Using Thought," IEEE Intelligent Systems, Mar/Apr, 2007,
vol. 22, no. 2, pp18-24 ViewPDF 152.
Yuanqing
Li, Shun-ichi Amari, Andrzej Cichocki and Cuntai Guan, "Probability
Estimation for Recoverability Analysis of Blind Source Separation Based on
Sparse Representation", IEEE Transactions on Information Theory (TIT),
2006, Vol. 52, No.7, pp3139-3152 ViewPDF 153.
Yuanqing
Li and Cuntai Guan, "An Extended EM Algorithm for Joint Feature
Extraction and Classification in Brain Computer Interfaces", Neural
Computation, 2006, Vol. 18, No.11, pp2730–2761 ViewPDF 154.
Thulasidas
Manoj, Cuntai Guan, and Wu Jiankang,"Robust Classification of EEG Signal
for Brain-Computer Interface", IEEE Transactions on Neural Systems
and Rehabilitation Engineering (TNSRE), 2006, Vol.14,
No.1, pp24-29 ViewPDF Book Chapters: 155.
Ravikiran Mane, Kai Keng
Ang, Cuntai Guan, “Brain Computer Interface for Stroke Rehabilitation”, in
book Handbook of Neuroengineering,
Springer, 2021. 156.
Xinyang
Li, Cuntai Guan, Huijuan Yang, “Discriminative Learning of Connectivity
Pattern of Motor Imagery EEG”, in book Signal Processing and Machine Learning for Brain-Machine Interfaces,
IET, 2018. 157.
Xin Yi Lee, Eleni Koukouna,
Choon Guan Lim, Cuntai Guan, Tih Shih Lee, Daniel Shuen Sheng Fung, “Can We
Play with ADHD? An Alternative Game-Based Treatment for Inattentive Symptoms
in Attention-Deficit Hyperactivity Disorder”, in book Subconscious Learning via Games and Social Media, pp 69-86,
Springer Singapore, 2015. 158.
Chun Siong Lee, Chee Kong Chui,
Cuntai Guan, Pui Wai Eu, Bhing Leet Tan, Joseph Jern-Yi Leong, “Integrating
EEG Modality in Serious Games for Rehabilitation of Mental Patients”, in book Simulations, Serious Games and Their Applications, pp51-68, Springer Singapore, 2014. 159.
Yaozhang Pan, Cuntai Guan,
How-Lung Eng, Shuzhi Sam Ge, Yen ling Ng, Derrick Wei Shih Chan,
“Quantitative evaluation of interictal high frequency oscillations in scalp
EEGs for epileptogenic region localization”, in book Knowledge Engineering and Management, pp 419-427, Springer, Berlin, Heidelberg, 2014. 160.
Cuntai
Guan, Kai Keng Ang, et al. “State-of-the-Art in BCI Research: BCI Award
2010”, in book Recent
Advances in Brain-Computer Interface Systems, ISBN: 978-953-307-175-6,
InTech, pp193-222, 2011. 161.
Yuanqing
Li, Kai Keng Ang, Cuntai Guan, “Digital Signal Processing and Machine
Learning”, in book Brain-Computer
Interfaces - Revolutionizing Human-Computer Interaction, ISBN:
978-3-642-02090-2, Springer, 2010. Selected Conference
Papers: 162.
Han
Wei Ng and Cuntai Guan, “Efficient Representation Learning for Inner Speech Domain
Generalization”, The 20th International Conference on
Computer Analysis of Images and Patterns, 26-28
September, 2023, Main Conference, Limassol, Cyprus. 163.
Ziyuan
Zhao, Peisheng Qian, Xulei Yang, Zeng Zeng, Cuntai Guan, Wai Leong Tam,
Xiaoli Li, “SemiGNN-PPI:
Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable
Protein-Protein Interaction Prediction”, The 31st International Joint Conference on
Artificial Intelligence (IJCAI), 19-25 Aug
2023, Macao, China. 164.
Yi Ding and Cuntai Guan, “GIGN: Learning Graph-in-graph Representations of
EEG Signals for Continuous Emotion Recognition,” 45th Annual International Conference of the IEEE Engineering in
Medicine & Biology Conference (EMBC), 24-27 Jul 2023, Sydney. 165.
Xi Fu and Cuntai Guan, “Gait Pattern
Recognition Based on Supervised Contrastive Learning Between EEG and EMG,” 45th
Annual International Conference of the IEEE Engineering in Medicine &
Biology Conference (EMBC), Jul 2023, Sydney. 166.
Chengxuan Tong, Yi Ding, Kevin Lim, Cuntai
Guan, “MTDN: Learning Multiple Temporal Dynamics representation for Emotional
Valence Classification with EEG,” 45th Annual International Conference of
the IEEE Engineering in Medicine & Biology Conference (EMBC), 24-27
Jul 2023, Sydney. 167.
Ce Ju, Reinmar Josef Kobler, Cuntai Guan,“Score-based Data Generation for EEG Spatial
Covariance Matrices: Towards Boosting BCI Performance”, 45th Annual International Conference of the IEEE Engineering in
Medicine & Biology Conference (EMBC), 24-27 Jul 2023, Sydney. 168.
Hannah Sophia Pulferer, Gernot Müller-Putz,
Cuntai Guan, “Continuous erroneous feedback processing during deviation from
the road within a 2D steering task”, 45th Annual International Conference
of the IEEE Engineering in Medicine & Biology Conference (EMBC),
24-27 Jul 2023, Sydney. 169.
Shuailei Zhang, Dezhi
Zheng, Ning Tang, Effie Chew, Rosary Yuting Lim, Kai Keng Ang, Cuntai Guan,
"Online Adaptive CNN: a Session-to-session Transfer Learning Approach
for Non-stationary EEG," IEEE Symposium Series on Computational
Intelligence (IEEE SSCI 2022), 4-7 Dec 2022 (IEEE Brain Best Paper
Award). 170.
Ziyuan Zhao, Jinxuan Hu,
Zeng Zeng, Xulei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan,
“MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for
Semi-supervised Cardiac Image Segmentation”, the
29th IEEE International Conference on Image Processing (IEEE ICIP), October 16-19, 2022, Bordeaux, France. 171.
Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj
Veeravalli, Cuntai Guan, “ACT-Net: Asymmetric Co-Teacher Network for
Semi-supervised Memory-efficient Medical Image Segmentation”, the 29th IEEE International Conference on
Image Processing (IEEE ICIP), October 16-19, 2022, Bordeaux, France. 172.
Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng,
Cuntai Guan, S. Kevin Zhou, “Meta-hallucinator: Towards few-shot
cross-modality cardiac image segmentation”, the 25th International Conference on Medical Image Computing and
Computer Assisted Intervention (MICCAI), Sept 18-22, 2022, Singapore. 173.
Xi Fu, Liming Zhao, Cuntai Guan, “MATN: Multi-model
Attention Network for Gait Prediction from EEG”, 2022 IEEE World Congress on Computational
Intelligence (IJCNN), 18-23 July, 2022, Padua, Italy. 174.
Chengxuan Tong, Yi
Ding, Kevin Lim, Zhuo Zhang, Haihong Zhang, Cuntai Guan, “TESANet: Self-attention network for olfactory EEG
classification”, 2022 IEEE World Congress on Computational Intelligence (IJCNN), 18-23 July, 2022, Padua,
Italy. 175.
Su Zhang, Ruyi
An, Yi Ding and Cuntai Guan, “Continuous Emotion Recognition using
Visual-audio-linguistic Information: A Technical Report for ABAW3”, 2022
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
(CVPRW): 3rd Workshop and Competition on Affective Behavior Analysis
in-the-wild (ABAW), June 19-20, 2022, New Orleans, USA. 176.
Ziyuan Zhao, Wenjing Lu,
Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan, “Self-supervised Assisted Active Learning for Skin Lesion Segmentation,”
44th Annual International Conference of the IEEE Engineering in
Medicine & Biology Society (EMBC), 11-15 July 2022, Glasgow, UK. 177.
Yi Ding, Nigel Wei Jun Ang, Aung Aung Phyo Wai,
Cuntai Guan, “Learning Generalized
Representations of EEG between Multiple Cognitive Attention Tasks”, 43rd Annual International Conferences of the IEEE
Engineering in Medicine and Biology Society (EMBC), October 31-November 4, 2021. 178.
Vishnupriya R, Neethu Robinson,
Ramasubba Reddy M, Cuntai Guan, “Performance Evaluation of Compressed Deep
CNN for Motor Imagery Classification using EEG”, 43rd Annual International Conferences of the IEEE
Engineering in Medicine and Biology Society (EMBC), October 31-November 4, 2021. 179.
Aarthy Nagarajan, Neethu Robinson, Cuntai Guan, “Investigation on Robustness of EEG-based
Brain-Computer Interfaces”, 43rd Annual International Conferences of the IEEE Engineering in
Medicine and Biology Society (EMBC), October 31-November 4, 2021. 180.
Aung
Aung Phyo Wai, Tchen Jee Ern, Cuntai Guan, “A Study of Visual Search
based Calibration Protocol for EEG Attention Detection”, 43rd Annual International Conferences of the IEEE Engineering in
Medicine and Biology Society (EMBC), October 31-November 4, 2021. 181.
Shumeng Li, Ziyuan Zhao, Kaixin Xu,
Zeng Zeng, Cuntai Guan, “Hierarchical
Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium
Segmentation”, 43rd
Annual International Conferences of the IEEE Engineering in Medicine and
Biology Society (EMBC), October
31-November 4, 2021. 182.
Ziyuan Zhao,
Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan, “MT-UDA: Towards Unsupervised Cross-Modality
Medical Image Segmentation with Limited Source Labels”, the 24th International Conference on Medical Image Computing
and Computer Assisted Intervention (MICCAI), 27 Sept 27 – 1 Oct, 2021. 183.
Emadeldeen Eldele, Mohamed
Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan “Time-Series Representation Learning via Temporal
and Contextual Contrasting”, The
30th International Joint Conference on Artificial Intelligence (IJCAI), Montreal,
21st -26th August, 2021. 184.
Hong
Jing Khok, Victor Teck Chang Koh, Cuntai Guan, “Deep Multi-Task Learning for
SSVEP Detection and Visual Response Mapping”, 2020 IEEE
International Conference on Systems, Man, and Cybernetics (SMC), Oct 11-14, 2020,
Toronto, Canada. ViewPDF 185.
Wenshan
Wu, Ravikiran Mane, Yuhao Lu, Cuntai Guan, “Deep Learning for Neuroimaging
Segmentation with a Novel Data Augmentation Strategy”, 42nd Annual International Conferences
of the IEEE Engineering in Medicine and Biology Society (EMBC), Montréal, Québec, Canada, July 20th – 24th, 2020. 186.
Aung
Aung Phyo Wai, Jun Cong Lee, Tao Yang, Rosa So, Cuntai Guan, “Effects of
Stimulus Spatial Resolution on SSVEP Responses under Overt and Covert
Attention”, 42nd Annual International Conferences of the IEEE Engineering in
Medicine and Biology Society (EMBC),
Montréal, Québec, Canada, July 20th – 24th, 2020. ViewPDF 187.
Aung
Aung Phyo Wai, Maokang Dou, Cuntai Guan, “Generalizability
of EEG-based Mental Attention Modeling using Different
Cognitive Tasks”, 42nd Annual
International Conferences of the IEEE Engineering in Medicine and Biology
Society (EMBC),
Montréal, Québec, Canada, July 20th – 24th, 2020. 188.
Yuhao Lu, Juan Helen
Zhou, Cuntai Guan, “Minimizing Hybrid Dice Loss for Highly Imbalanced 3D
Neuroimage Segmentation”,
42nd
Annual International Conferences of the IEEE Engineering in Medicine and
Biology Society (EMBC), Montréal,
Québec, Canada, July 20th – 24th, 2020. 189.
Mengjiao Hu, Kang Sim, Juan Helen Zhou,
Xudong Jiang, Cuntai Guan, “Brain MRI-based 3D Convolutional Neural
Networks for Classification of Schizophrenia and Controls”, 42nd Annual International Conferences of the IEEE Engineering
in Medicine and Biology Society (EMBC), Montréal, Québec, Canada, July 20th
– 24th, 2020. ViewPDF 190.
Ju
Ce, Dashan Gao, Ravikiran Mane, Ben Tan, Yang Liu,
Cuntai Guan, “Federated Transfer Learning for EEG
Signal Classification”, 42nd
Annual International Conferences of the IEEE Engineering in Medicine and
Biology Society (EMBC), Montréal,
Québec, Canada, July 20th – 24th, 2020. ViewPDF 191.
Zhang
Su & Cuntai Guan, “Emotion Recognition with Refined Labels for Deep
Learning”, 42nd Annual International Conferences of the IEEE Engineering in
Medicine and Biology Society (EMBC),
Montréal, Québec, Canada, July 20th – 24th, 2020. 192.
Ravikiran
Mane, Neethu Robinson, A. P. Vinod, Seong-Whan Lee, Cuntai Guan, “A Multi-view
CNN with Novel Variance Layer for Motor Imagery Brain Computer
Interface”, 42nd Annual International Conferences of the IEEE
Engineering in Medicine and Biology Society (EMBC), Montréal, Québec,
Canada, July 20th – 24th, 2020. ViewPDF 193.
Aung Aung Phyo Wai, Heng Guo, Ying Chi, Lei Zhang,
Xian-Sheng Hua, and Cuntai
Guan, “Optimizing Filter-bank Canonical Correlation Analysis for Fast Response SSVEP
Brain-Computer Interface (BCI)”, 2020
International Joint Conference on Neural Networks (IJCNN), 19 - 24th July, 2020, Glasgow, UK. 194.
Yi Ding, Neethu
Robinson, Qiuhao Zeng, Duo Chen, Aung Aung Phyo Wai, Tih-Shih Lee, and Cuntai
Guan, “TSception: A Deep Learning Framework for Emotion Detection Using EEG”,
2020
International Joint Conference on Neural Networks (IJCNN), 19 - 24th July, 2020, Glasgow, UK. ViewPDF 195.
Robinson Neethu,
Seong-Whan Lee, Cuntai Guan, “EEG Representation in Deep Convolutional Neural
Networks for Classification of Motor Imagery”, IEEE International Conference on Systems, Man, and Cybernetics (SMC),
Bari, Italy, 6-9 October, 2019. ViewPDF 196.
Pinar Bilgin, Kat
Agres, Robinson Neethu, Aung Aung Phyo Wai, Cuntai Guan, “A Comparative Study
of Mental States in 2D and 3D Virtual Environments Using EEG”, IEEE International Conference on Systems,
Man, and Cybernetics (SMC) , Bari,
Italy, 6-9 October, 2019. 197.
Duo
Chen, Rosa So, Yi Ding, Neethu Robinson, Cuntai Guan, “Intracortical Activity
Decoding of Motor Imagery Based on Deep Convolutional Neural Network: A Pilot
Study”, 8th Graz Brain-Computer Interface Conference,
Graz, Austria, Sept 16-20, 2019. 198.
Zhuo
Zhang, Haihong Zhang, Lu Zhang, Cuntai Guan, “Exploring Cortex Connectivity
Signal in Sensory Response to Odours”, 41st Annual International Conference of the IEEE
Engineering in Medicine & Biology Society (EMBC), Berlin, Germany,
July 23–27, 2019. ViewPDF 199.
Fatemeh Fahimi, Zhuo
Zhang, Wooi Boon Goh, Kai Keng Ang, Cuntai Guan, “Towards EEG Generation
Using GANs for BCI Applications”, IEEE
International Conference on Biomedical and Health Informatics (BHI),
Chicago, USA, May 19-22, 2019. ViewPDF 200.
Duo
Chen, Rosa So, Yi Ding, Cuntai Guan, “Motor-Controlled Spindle (MCS)
Detection in BCI System”, 9th
International IEEE EMBS Neural Engineering Conference (NER), San
Francisco, USA on March 20-23,
2019. 201.
Aung Aung Phyo Wai,
Zhiyan Goh, Shi De Foo, Cuntai Guan, “A Study of SSVEP Responses in Case of
Overt and Covert Visual Attention with Different View Angles”, 2018 IEEE International Conference on Systems,
Man, and Cybernetics (SMC), Miyazaki, Japan, Oct 7-10, 2018. ViewPDF 202.
Ning Tang, Cuntai Guan, Kai Keng Ang, Kok Soon
Phua, Effie Chew, “Motor imagery-assisted brain-computer interface for gait
retraining in neurorehabilitation in chronic stroke”, Annals of Physical and Rehabilitation Medicine, 61, July, 2018. ViewPDF 203.
Zhuo Zhang, Chuanchu
Wang, Kai Keng Ang, Aung Aung Phyo Wai, Cuntai Guan, “Spectrum and Phase
Adaptive CCA for SSVEP-based Brain Computer Interface”, 40th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society (EMBC), Honolulu, USA, July 17-21, 2018. ViewPDF 204.
Ravikiran Mane,
Effie Chew, Kok Soon Phua, Kai Keng Ang, Vinod A. P., Cuntai Guan,
“Quantitative EEG as Biomarkers for the Monitoring of Post-Stroke Motor
Recovery in BCI and tDCS Rehabilitation”, 40th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society (EMBC), Honolulu, USA, July 17-21, 2018 (Top
10 Student Paper Competition Finalists). ViewPDF 205.
Mengjiao
Hu, Fang Ji, Zhongkang Lu, Weimin Huang, Reza Khosrowabadi, Ling Zhao, Kai
Keng Ang, Kok Soon Phua, Fatima Ali Nasrallah, Kai-Hsiang Chuang, Mary C
Stephenson, John Totman, Xudong Jiang, Effie Chew, Cuntai Guan, Juan Zhou,
“Differential Amplitude of Low-Frequency Fluctuations in brain networks after
BCI Training with and without tDCS in Stroke”, 40th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society (EMBC), Honolulu, USA, July 17-21, 2018. ViewPDF 206.
Fatemeh
Fahimi, Zhuo Zhang, Tih-Shih Lee, Cuntai Guan, “Deep Convolutional Neural
Network for the Detection of Attentive Mental State in Elderly”, 7th International BCI
Meeting, May 21-25, 2018, Pacific Grove, California, USA (Student Award) ViewPDF 207.
Ravikiran Mane, Effie
Chew, Kok Soon Phua, Kai Keng Ang, Cuntai Guan, “EEG
Predictors for Upper Limb Motor Recovery of Stroke Patients Undergoing BCI
and tDCS Rehabilitation”, 7th International BCI Meeting, May 21-25, 2018, Pacific Grove, California, USA (Student
Award) ViewPDF 208.
Tushar Chouhan, Kai Keng Ang, Vinod Prasad, Cuntai Guan, “Modelling
Causal Connectivity from EEG for BCI with Multi-direction Hand Movements”, 7th International BCI
Meeting, May 21-25, 2018, Pacific Grove,
California, USA. ViewPDF 209.
Vikram Shenoy
Handiru, Vinod Prasad, Kai Keng Ang, Effie Chew, Cuntai Guan, “Effects of
Transcranial Direct Current Stimulation on the Motor-Imagery Brain-Computer
Interface for Stroke Recovery: An EEG Source-Space study”, 2017 IEEE International Conference on
Systems, Man, and Cybernetics (SMC),
Banff, Canada, Oct 5-8, 2017. ViewPDF 210.
Huijuan
Yang, Camilo Libedinsky, Cuntai Guan, Kai Keng Ang, Rosa So, “Boosting
Performance in Brain-Machine Interface by Classifier-level Fusion based on
Accumulative Training Models from Multi-day Data “, 39th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society (EMBC), Jeju Island, Korea, 11-15 July,
2017. ViewPDF 211.
Fatemeh
Fahimi, Cuntai Guan, Wooi Boon Goh, Kai Keng Ang, Choon Guan Lim, Tih Shih
Lee, “Personalized Features for Attention Detection in Children with
Attention Deficit Hyperactivity Disorder “, 39th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society (EMBC), Jeju Island, Korea, 11-15 July,
2017. ViewPDF 212.
Tze
Hui Koh, Camilo Libedinsky, Cuntai Guan, Kai Keng Ang, Rosa So, "Stop
State Classification in Intracortical Brain-Machine-Interface “, 39th Annual International Conference of
the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju Island,
Korea, 11-15 July, 2017. ViewPDF 213.
Cheng Feng Gary Lee, Cuntai Guan, Camilo
Libedinsky, Rosa So, “Use of Wavelet Transform Coefficients for Spike
Detection for a Robust Intracortical Brain Machine Interface”, 8th International IEEE EMBS Conference on
Neural Engineering (NER), Shanghai, China, May 25-28, 2017. ViewPDF 214.
Zhongkang Lu, Weimin Huang, Cuntai Guan, “A
comparison of DTI pre-processing tools on a dataset of chronic subcortical
stroke rehabilitation patients”, 8th
International IEEE EMBS Conference on Neural Engineering (NER), Shanghai, China, May 25-28, 2017. ViewPDF 215.
Siavash
Sakhavi and Cuntai Guan, “Convolutional Neural Network-based Transfer
Learning and Knowledge Distillation using Multi-Subject Data in Motor Imagery
BCI”, 8th International IEEE EMBS
Conference on Neural Engineering (NER), Shanghai, China, May 25-28, 2017. ViewPDF 216.
Vikram Handiru
Shenoy, Vinod Prasad, Cuntai Guan, “Multi-Direction Hand Movement Classification Using EEG-Based Source
Space Analysis”, 38th
Annual International Conference of the IEEE Engineering in Medicine and
Biology Society (EMBC), Orlando, Florida, 16-21 Aug, 2016. ViewPDF 217.
Rosa So, Camilo Libedinsky, Kai Keng Ang, Clement Lim, Kyaw Kyar Toe,
Cuntai Guan, “Adaptive
Decoding Using Local Field Potentials in a Brain-Machine Interface”, 38th Annual International Conference of
the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando,
Florida, 16-21 Aug, 2016. ViewPDF 218.
Su
Huang, Zhongkang Lu, Weimin Huang, Sankar Seramani, Boominathan Ramasamy,
Sakthivel Sekar, Cuntai Guan, Kishore Bhakoo, “High-resolution in vivo Wistar
rodent brain atlas based on T1 weighted image”, Proc. SPIE, Medical Imaging 2016: Biomedical Applications in
Molecular, Structural, and Functional Imaging, March 29, 2016,
doi:10.1117/12.2216067 219.
Huijuan Yang , Cuntai Guan, Chuanchu Wang, Kai Keng Ang, Kok Soon Phua, See San Chok,
Chrsitina Tang, Karen Chua, “On the Correlations of Motor Imagery of
Swallow with Motor Imagery of Tongue Movements and Actual Swallow”, Advances in Cognitive Neurodynamics
(V), pp 397-404, January 2016. ViewPDF 220.
Xinyang Li, Cuntai Guan, Kai Keng Ang, Chuanchu
Wang, Zheng Yang Chin, Haihong Zhang, Choon
Guan Lim and Tih Shih Lee, “An Ocular Artefacts Correction
Method for Discriminative EEG Analysis Based on Logistic Regression”, European
Signal Processing Conference (EUSIPCO), Nice, France, 31 Aug – 4 Sept, 2015. ViewPDF 221.
Siavash Sakhavi, Cuntai Guan, Shuicheng Yan, “Parallel Convolutional-Linear
Neural Network For Motor Imagery Classification In Brain-Computer
Interfaces”, European Signal Processing Conference (EUSIPCO), Nice, France, 31 Aug – 4 Sept, 2015. ViewPDF 222.
Wing
Kin Tam, Rosa So, Cuntai Guan, Zhi Yang, “EC-PC spike detection for high
performance Brain-Computer Interface”, 37th
Annual International Conference of the IEEE Engineering in Medicine and
Biology Society (EMBC), Milan, Italy, 25-29 Aug, 2015. ViewPDF 223.
Gabriel
Chew, Kai Keng Ang, Rosa So, Zhiming Xu, Cuntai Guan, “Combining Firing Rate
and Spike-Train Synchrony Features in the Decoding of Motor Cortical
Activity”, 37th Annual International
Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),
Milan, Italy, 25-29 Aug, 2015. ViewPDF 224.
Zhuo
Zhang, Cuntai Guan, Ti Eu Chan, Juanhong Yu, Aung Aung Phyo Wai, Chuanchu
Wang, Haihong Zhang, “Reduction in Time-to-Sleep through EEG Based Brain
State Detection and Audio Stimulation”, 37th
Annual International Conference of the IEEE Engineering in Medicine and
Biology Society (EMBC), Milan, Italy, 25-29 Aug, 2015. ViewPDF 225.
Zhongkang
Lu, Kok Soon Phua, Weimin Huang, Xin Hong, Fatima Ali Nasrallah, Kai Hsiang
Chuang, Cuntai Guan, “Combining EPI and motion correction for fMRI human
brain images with big motion”, 37th
Annual International Conference of the IEEE Engineering in Medicine and
Biology Society (EMBC), Milan, Italy, 25-29 Aug, 2015. ViewPDF 226.
Huijuan
Yang, Siavash Sakhavi, Kai Keng Ang, Cuntai Guan, “On the Use of
Convolutional Neural Networks and Augmented CSP Features for Multi-class
Motor Imagery of EEG Signals Classification”, 37th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society (EMBC), Milan, Italy, 25-29 Aug, 2015. ViewPDF 227.
Zhiming Xu, Cuntai Guan, Rosa So, Kai Keng Ang,
Kyaw Kyar Toe, “Motor Cortical Adaptation Induced by Closed-Loop BCI”, 7th International IEEE EMBS Conference on
Neural Engineering (NER), Montpellier, France, April 22-24, 2015. ViewPDF 228.
Atieh
Bamdadian, Cuntai Guan, Kai Keng Ang, Jian-Xin Xu, “Towards improvement of
MI-BCI performance of subjects with BCI deficiency”, 7th International IEEE EMBS Conference on Neural Engineering (NER),
Montpellier, France, April 22-24, 2015. ViewPDF 229.
Rosa So, Zhiming Xu, Camilo Libedinsky, Kyaw Kyar
Toe, Kai Keng Ang, Shih-Cheng Yen, Cuntai Guan, “Neural representations of
movement intentions during brain-controlled self-motion”, 7th International IEEE EMBS Conference on
Neural Engineering (NER), Montpellier, France, April 22-24, 2015. ViewPDF 230.
Huijuan Yang,
Cuntai Guan, Kai Keng Ang, Kok
Soon Phua, Chuanchu Wang, “Quality Assessment of EEG
Signals based on Statistics of Signal Fluctuations”, IEEE International Conference on
Systems, Man, and Cybernetics (SMC),
San Diego, Oct 5-8, 2014. ViewPDF 231.
Kavitha
P Thomas, Vinod A Prasad, Cuntai Guan, “Evaluation of EEG features
during Overt Visual Attention during Neurofeedback Game”, IEEE
International Conference on Systems, Man, and Cybernetics (SMC), San Diego, Oct 5-8, 2014. ViewPDF 232.
Zhuo
Zhang, Cuntai Guan, Ti Eu Chan, Juanhong Yu, Andrew Keong Ng, Chee Keong
Kwoh, “Automatic Sleep Onset Detection Using Single EEG Sensor”, 36th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), Chicago,
Illinois, USA on August 26-30, 2014. ViewPDF 233.
Huijuan
Yang, Cuntai Guan, Kai Keng Ang, Koksoon Phua, Chuanchu Wang, “Selection of
Effective EEG Channels in Brain Computer Interfaces based on Inconsistencies
of Classifiers”, 36th Annual International Conference of the
IEEE Engineering in Medicine and Biology Society (EMBC), Chicago,
Illinois, USA on August 26-30, 2014. ViewPDF 234.
Zhiming
Xu, Rosa So, Kyaw Kyar Toe, Kai Keng Ang, Cuntai Guan, “On the Asynchronously
Continuous Control of Mobile Robot Movement By Motor Cortical Spiking
Activity”, 36th Annual International Conference of the
IEEE Engineering in
Medicine
and Biology Society (EMBC), Chicago, Illinois, USA on August 26-30, 2014. ViewPDF 235.
Juanhong
Yu, Kai Keng Ang, Huijuan Yang, Cuntai Guan, “Cortical Activation of Passive
Hand Movement Using Haptic Knob: a Preliminary Multi-channel fNIRS
Study”, 36th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), Chicago,
Illinois, USA on August 26-30, 2014. ViewPDF 236.
Haihong
Zhang, Yongwei Zhu, Jayachandran Maniyeri, Cuntai Guan, “Detection of
variations in cognitive workload using multi-modality physiological sensors
and a large margin unbiased regression machine”, 36th Annual International
Conference of the IEEE Engineering in
Medicine
and Biology Society (EMBC), Chicago, Illinois, USA on August 26-30, 2014. ViewPDF 237.
Kai
Keng Ang, Juanhong Yu, Cuntai Guan, “Single-trial classification of NIRS data
from prefrontal cortex during working memory tasks”, 36th Annual International
Conference of the IEEE Engineering in
Medicine
and Biology Society (EMBC), Chicago, Illinois, USA on August 26-30, 2014. ViewPDF 238.
Xinyang
Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Heng Ong Sim, “Spatial Filter
Adaptation Based on the Divergence Framework for Motor Imagery EEG
Classification”, 36th Annual International Conference of the
IEEE Engineering in
Medicine
and Biology Society (EMBC), Chicago, Illinois, USA on August 26-30, 2014. ViewPDF 239.
Yongwei
Zhu, Siang Fook Victor Foo, Jianzhong Hao, Jayachandran Maniyeri, Cuntai
Guan, Haihong Zhang, Jiliang Eugene Phua, Jit Biswas, “Heart Rate Estimation
from FBG Sensors using Cepstrum Analysis and Sensor Fusion”, 36th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), Chicago,
Illinois, USA on August 26-30, 2014. ViewPDF 240.
Zheng
Yang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan, "Discriminative
Channel Addition and Reduction for Filter Bank Common Spatial Pattern in
Motor Imagery BCI”, 36th Annual International Conference of the
IEEE Engineering in
Medicine
and Biology Society (EMBC), Chicago, Illinois, USA on August 26-30,
2014. ViewPDF 241.
Xinyang
Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang and Sim Heng Ong, “Spatial
Filter Adaptation based on Geodesic-Distance for Motor EEG Classification”, IEEE
World Congress on Computational Intelligence (IEEE WCCI), July 6-11, 2014, Beijing. ViewPDF 242.
Xin
Hong, Yan Zhi Ong, Irvin Teh, Fatima Ali Nasrallah, Zhong Kang Lu, Wei Peng
Teo, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Ling Zhao, Effie Chew, and
Kai-Hsiang Chuang, “Brain connectivity and CBF changes following motor
training by MI-BCI combined with tDCS in stroke patients”, 21st Annual Meeting of International
Society for Magnetic Resonance in Medicine (ISMRM), 2013 (oral). (ISMRM
summa cum laude MERIT AWARD, given to the best 3% papers)
243.
Andrew
Keong Ng, Kai Keng Ang, Cuntai Guan, “Automatic Selection of Neuronal Spike
Detection Threshold via Smoothed Teager Energy Histogram”, 6th International IEEE EMBS Conference on
Neural Engineering (NER), 6-8 Nov, 2013, San Diego. ViewPDF 244.
Kavitha
P Thomas, Vinod Achutavarrier Prasad, Cuntai Guan, “Enhancement of Attention
and Cognitive Skills using EEG based Neurofeedback Game”, 6th International IEEE EMBS Conference on
Neural Engineering (NER), 6-8 Nov, 2013, San Diego. ViewPDF 245.
Yaozhang
Pan, Cuntai Guan, Juanhong Yu, Kai Keng Ang, Ti Eu Chan, “Common Frequency
Pattern for Music Preference Identification using Frontal EEG”, 6th International IEEE EMBS Conference on
Neural Engineering (NER), 6-8 Nov, 2013, San Diego. ViewPDF 246.
Juanhong
Yu, Kai Keng Ang, Cuntai Guan, Chuanchu Wang, “A multimodal fNIRS and
EEG-based BCI study on motor imagery and passive movement”, 6th International IEEE EMBS Conference on
Neural Engineering (NER), 6-8 Nov, 2013, San Diego. ViewPDF 247.
Huijuan
Yang, Cuntai Guan, Kai Keng Ang and Chuanchu Wang, “Detection of Motor
Imagery of Swallow With Model Adaptation: Swallow Or Tongue?”, International Brain-Computer Interface
Meeting (BCI Meeting), 3-7 Jun 2013, Asilomar, California. ViewPDF 248.
Kai
Keng Ang, Cuntai Guan, Kok Soon Phua, Chuanchu Wang, Ling Zhao, Wei Peng Teo
and Effir Chew, “Facilitating effects of transcranial direct current
stimulation on EEG-based motor imagery BCI for stroke rehabilitation”, International Brain-Computer Interface
Meeting (BCI Meeting), 3-7 Jun 2013, Asilomar, California. ViewPDF 249.
Christian
Herff, Dominic Heger, Felix Putze, Cuntai Guan and Tanja Schultz, “Self-paced BCI with NIRS based on speech
activity”, International
Brain-Computer Interface Meeting (BCI Meeting), 3-7 Jun 2013, Asilomar,
California. ViewPDF 250.
Atieh Bamdadian,
Cuntai Guan, Kai Keng Ang, Jianxin Xu, “Predicting the performance of a
MI-based BCI based on pre-cue EEG data”, International
Brain-Computer Interface Meeting (BCI Meeting), 3-7 Jun 2013, Asilomar,
California (The Most Innovative Poster Paper Award) . ViewPDF 251.
Reza
Khosrowabadi , Effie Chew, Irvin Teh, Kai Keng Ang, Kok Soon Phua, Kai Hiang
Chuang, Cuntai Guan and
Helen Zhou, “Functional connectivity enhancement correlates with motor
recovery after rehabilitation”, Annual meeting of the Organization for
Human Brain Mapping (HBM),
16-20 June 2013, Seattle. 252.
Siau
Juinn Goh, Tih Shih Lee, Shin Yi Quek, Cuntai Guan, Haihong Zhang, Chuanchu
Wang, Zheng Yang Chin, Yin Bun Cheung, Ranga Krishnan, "Efficacy and Usability of a Brain-Computer
Interface System in Improving Cognition in Elderly", Alzheimer’s Association International
Conference (AAIC),
July 13-18, 2013, Boston, USA. 253.
Atieh
Bamdadian, Cuntai Guan, Kai Keng Ang, Jian-Xin Xu, “Improving
session-to-session transfer performance of motor imagery-based BCI using
Adaptive Extreme Learning Machine”, 35th
Annual International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), 3-7 July
2013, Osaka, Japan. ViewPDF 254.
Kai
Keng Ang, Cuntai Guan, Karen Sui Geok Chua, Koksoon Phua, Chuanchu Wang,
Zheng Yang Chin, Longjiang Zhou, Ka Yin, Christina Tang, Gopal Joseph
Ephraim, Christopher Wee Keong Kuah, “A clinical study of motor imagery BCI
performance in stroke by including calibration data from passive movement”, 35th Annual International Conference of
the IEEE Engineering in
Medicine
and Biology Society (EMBC), 3-7 July 2013, Osaka, Japan. ViewPDF 255.
Sau
Wai Tung, Cuntai Guan, Kai Keng Ang, Koksoon Phua, Chuanchu Wang, Ling Zhao,
Wei Peng Teo, Effie Chew, “Motor imagery BCI for upper limb stroke
rehabilitation: an evaluation of the EEG recordings using coherence
analysis”, 35th Annual International
Conference of the IEEE Engineering in
Medicine
and Biology Society (EMBC), 3-7 July 2013, Osaka, Japan. ViewPDF 256.
Andrew
Keong Ng, Kai Keng Ang, Keng Peng Tee, Cuntai Guan, “Optimizing Low-Frequency
Common Spatial Pattern Features for Multi-Class Classification of Hand
Movement Directions”, 35th Annual
International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), 3-7 July
2013, Osaka, Japan. 257.
Kavitha
P Thomas, Vinod Achutavarrier Prasad, Cuntai Guan, “Design of an Online EEG
based Neurofeedback Game for Enhancing Attention and Memory”, 35th Annual International Conference of
the IEEE Engineering in
Medicine
and Biology Society (EMBC), 3-7 July 2013, Osaka, Japan. ViewPDF 258.
Huijuan
Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Koksoon Phua, Ka Yin,
Christina Tang, Longjiang Zhou, “Feature Consistency-based Model Adaptation
in Session-to-Session Classification: A Study Using Motor Imagery of Swallow
EEG Signals”, 35th Annual
International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), 3-7 July
2013, Osaka, Japan. ViewPDF 259.
Xin
Yi Lee, Daniel Shuen Sheng Fung, Choon Guan Lim, Tih-Shih Lee, Cuntai Guan,
Shih-Jen Weng, Yoon Phaik Ooi, Zheng Yang Chin, Chuanchu Wang, Haihong Zhang,
Ranga R Krishnan, “A Preliminary
Investigation of Aggression in Children with ADHD Following a Brain-Computer
Interface Intervention”, 4th World
Congress on ADHD, 6-9 June, 2013, Milan, Italy. 260.
Xinyang
Li, Haihong Zhang, Cuntai Guan, Sim-Heng Ong, Yaozhang Pan, Kai Keng Ang,
“Discriminative Learning of Signal Propagation and Spatial Patterns for
Analysis of Motor Imagery EEG”, IEEE International Conference on
Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada,
26-31 May 2013. ViewPDF 261.
Huijuan
Yang, Cuntai Guan, Chuan Chu Wang, Kai Keng Ang, “Maximum Dependency and
Minimum Redundancy-based Channel Selection for Motor Imagery of Walking EEG
Signal Detection”, IEEE International Conference on Acoustics, Speech and
Signal Processing (ICASSP), Vancouver, Canada, 26-31 May 2013. ViewPDF 262.
Sidath
Ravindra Liyanage, Cuntai Guan, HaiHong Zhang, Kai Keng Ang, JianXin Xu, Tong
Heng Lee, “Error Entropy Based Adaptive Kernel Classification for
Non-Stationary EEG Analysis”, IEEE International Conference on Acoustics,
Speech and Signal Processing (ICASSP), Vancouver, Canada, 26-31 May 2013.
ViewPDF 263.
Zhiming
Xu, Kai Keng Ang, Cuntai Guan, “Neural Decoding of Movement Targets by
Unsorted Spike Trains”, IEEE International Conference on Acoustics, Speech
and Signal Processing (ICASSP), Vancouver, Canada, 26-31 May 2013. ViewPDF 264.
Zhiming
Xu, Kai Keng Ang, Cuntai Guan and Thai Hoa Huynh, “Neural Representation and
Identification of Reaching Targets by Spike Trains in Motor Cortex, IEEE Symposium Series on Computational
Intelligence (SSCI), Singapore, 16-19 Apr, 2013. 265.
Zheng
Yang Chin, Kai Keng Ang, Chuanchu Wang and Cuntai Guan, “Navigation in a
Virtual Environment using Multi-class Motor Imagery Brain-Computer
Interface”, IEEE Symposium Series on
Computational Intelligence (SSCI), Singapore, 16-19 Apr, 2013. 266.
Christian
Herff, Dominic Heger, Felix Putze, Cuntai Guan and Tanja Schultz,
“Cross-subject classification of speaking modes using fNIRS”, International Conference on Neural
Information Processing (ICONIP), Doha, November 12-15, 2012. Lecture Notes in Computer Science,
vol 7664, pp 417-424. ViewPDF 267.
Irvin
Teh, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Ling Zhao, Effie Chew, “fMRI in stroke following tDCS
and MI- BCI rehabilitation”, Proc 20th Annual
Meeting of International Society for Magnetic Resonance in Medicine (ISMRM),
2012.
268.
Mengling Feng, Liang Yu Loy, Feng Zhang, Cuntai
Guan, “Artifact Correction with Robust Statistics for Non-Stationary
Intracranial Pressure Signal Monitoring”, International Conference on Pattern Recognition (ICPR), Tsukuba, Japan, November 11-15, 2012. ViewPDF 269.
Huijuan
Yang, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Chuanchu Wang, “Iterative
Clustering and Support Vectors-based High-Confidence Query Selection for
Motor Imagery EEG Signals Classification”, International Conference on Pattern Recognition (ICPR), Tsukuba, Japan, November 11-15, 2012. ViewPDF 270.
Feng Zhang, Mengling Feng, Liang Yu Loy, Zhuo
Zhang, Cuntai Guan, “Online ICP Forecast for Patients with Traumatic Brain
Injury”, International Conference on
Pattern Recognition (ICPR), Tsukuba, Japan, November
11-15, 2012. ViewPDF 271.
Reza
Khosrowabadi , Effie Chew, Irvin Teh, Kai Keng Ang, Kok Soon Phua, Kai Hiang
Chuang, Cuntai Guan and
Helen Zhou “Intrinsic functional connectivity disruptions in primary motor,
salience, and default-mode networks after stroke”, Annual meeting of the
Society for Neuroscience (SfN), 13-17 Oct, 2012, New Orleans. 272.
Mahnaz
Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek, “Omitting the Intra Session
Calibration in EEG-based Brain Computer Interface Used for Stroke
Rehabilitation”, 34th Annual
International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), San Diego,
USA, Aug 28 – Sept 1, 2012. ViewPDF 273.
Andrew
Keong Ng, Cuntai Guan, “Impact of Obstructive Sleep Apnea on Sleep-Wake Stage
Ratio”, 34th Annual International
Conference of the IEEE Engineering in
Medicine
and Biology Society (EMBC), San Diego, USA, Aug 28 – Sept 1, 2012. ViewPDF 274.
Christian
Herff, Dominic Heger, Felix Putze, Cuntai Guan, Tanja Schultz, “Speaking Mode
Recognition from Functional Near Infrared Spectroscopy”, 34th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), San Diego,
USA, Aug 28 – Sept 1, 2012. ViewPDF 275.
Mengling
Feng, Zhuo Zhang, Cuntai Guan, Nicolas Kon Kam King, Boon Chuan Pang, Beng Ti
Ang, David Roi Hardoon, “Utilization of Temporal Information for Intracranial
Pressure Development Trend Forecasting in Traumatic Brain Injury”, 34th Annual International Conference of
the IEEE Engineering in
Medicine
and Biology Society (EMBC), San Diego, USA, Aug 28 – Sept 1, 2012. ViewPDF 276.
Juanhong
Yu, Yaozhang Pan, Kai Keng Ang, Cuntai Guan, Darren John Leamy, “Prefrontal
Cortical Activation during Arithmetic Processing Differentiated by Cultures:
A Preliminary fNIRS Study”, 34th
Annual International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), San Diego,
USA, Aug 28 – Sept 1, 2012. ViewPDF 277.
Atieh
Bamdadian, Cuntai Guan, Kai Keng Ang, Jian-Xin Xu, “Online Semi-Supervised
Learning with KL Distance Weighting for Motor Imagery-based BCI”, 34th Annual International Conference of
the IEEE Engineering in
Medicine
and Biology Society (EMBC), San Diego, USA, Aug 28 – Sept 1, 2012. ViewPDF 278.
Kai
Keng Ang, Cuntai Guan, Koksoon Phua, Chuanchu Wang, Irvin Teh, Chang Wu Chen,
Effie Chew, “Transcranial Direct Current Stimulation and EEG-based Motor
Imagery BCI for Upper Limb Stroke Rehabilitation”, 34th Annual International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), San Diego,
USA, Aug 28 – Sept 1, 2012. ViewPDF 279.
Yaozhang
Pan, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Huijuan Yang, Dong Huang and
Shih-Hui Lim, “Seizure Detection based on Spatiotemporal
Correlation and Frequency Regularity of Scalp EEG”, IEEE
World Congress on Computational Intelligence (WCCI), Brisbane, Australia, June
10-15, 2012. ViewPDF 280.
Sau
Wai Tung, Chai Quek and Cuntai Guan, “Traffic Modeling and Identification
using a Self-Adaptive Fuzzy Inference Network”, IEEE World Congress on
Computational Intelligence (WCCI), Brisbane, Australia, June 10-15, 2012. ViewPDF 281.
Mahnaz
Arvaneh, Cuntai Guan, Kai Keng Ang and Chai Quek, “Robust EEG Channel
Selection across Sessions in Brain-Computer Interface Involving Stroke
Patients”, IEEE
World Congress on Computational Intelligence (WCCI), Brisbane, Australia, June
10-15, 2012. ViewPDF 282.
Kai
Keng Ang, Juanhong Yu and Cuntai Guan, “Extracting and selecting
discriminative features from high density NIRS-based BCI for numerical
cognition”, IEEE
World Congress on Computational Intelligence (WCCI), Brisbane, Australia, June
10-15, 2012. ViewPDF 283.
Sidath
Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jian-Xin Xu and
Tong Heng Lee, “Dynamically Weighted Classification with Clustering to Tackle
Non-stationarity in Brain Computer Interfacing”, IEEE World Congress on
Computational Intelligence (WCCI), Brisbane, Australia, June 10-15, 2012. ViewPDF 284.
Huijuan
Yang, Cuntai Guan, Kai Keng Ang, Chuan Chu Wang, Kok Soon Phua and Juanhong
Yu, “Dynamic Initiation and Dual-Tree Complex Wavelet Feature-based
Classification of Motor Imagery of Swallow EEG Signals”, IEEE World Congress on
Computational Intelligence (WCCI), Brisbane, Australia, June 10-15, 2012. ViewPDF 285.
Dong
Huang, Cuntai Guan, Kai Keng Ang, Haihong Zhang and Yaozhang Pan, “Asymmetric
spatial pattern for EEG-based emotion detection”, IEEE World Congress on
Computational Intelligence (WCCI), Brisbane, Australia, June 10-15, 2012. ViewPDF 286.
Neethu
Robinson, Vinod Achutavarrier Prasad, Cuntai Guan, Kai Keng Ang and Keng Peng
Tee, “A Modified Wavelet-Common Spatial Pattern Method for Decoding Hand
Movement Directions in Brain Computer Interfaces”, IEEE World Congress on Computational Intelligence (WCCI),
Brisbane, Australia, June 10-15, 2012. ViewPDF 287.
Karen
Chua, Cuntai Guan, Kai Keng Ang, Christopher Kuah, Kok Soon Phua, Chuanchu
Wang, Haihong Zhang, "Brain-Computer Interface-based (BCI) based arm
robotic rehabilitation for Stroke: A feasibility study and randomized
controlled trial", Brain Injury, vol. 26, no. 4-5,
pp. 492-493, 2012. 288.
Effie
Chew, Irvin Teh, Kai Keng Ang, Kok Soon Phua, Ling Zhao, Wu Chang, Karen
Chua, and Cuntai Guan, "Combined transcranial direct current stimulation
and brain-computer interface rehabilitation-a new approach to motor
rehabilitation", Brain Injury, vol. 26, no. 4-5,
pp. 782-782, 2012. 289.
Dong
Huang, Haihong Zhang, Kaikeng Ang, Cuntai Guan, Yaozhang Pan, Chuanchu Wang,
Juanhong Yu, "Fast Emotion Detection from EEG Using Asymmetric Spatial
Filtering”, IEEE International Conference on Acoustics, Speech and Signal
Processing (ICASSP), Japan,
March 25-30, 2012. ViewPDF 290.
Huijuan
Yang, Cuntai Guan, Kai Keng Ang, Yaozhang Pan, Haihong Zhang, “Cluster
Impurity and Forward-Backward Error Maximization-Based Active Learning For
EEG Signals Classification”, IEEE International Conference on Acoustics,
Speech and Signal Processing (ICASSP), Japan, March 25-30, 2012. ViewPDF 291.
Kai
Keng Ang, Juanhong Yu, Cuntai Guan, “Extracting Effective Features from High
Density NIRS-Based BCI for Assessing Numerical Cognition”, IEEE
International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Japan, March 25-30, 2012. ViewPDF 292.
Mahnaz
Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek, “Multi-Frequency Band Common
Spatial Pattern with Sparse Optimization in Brain-Computer Interface”, IEEE
International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Japan, March 25-30, 2012. ViewPDF 293.
Neethu
Robinson, Vinod A Prasad, Cuntai Guan, Kai Keng Ang, Keng Peng Tee, “A
Wavelet-CSP Method to Classify Hand Movement Directions in EEG based BCI
System”, International Conference
on Information, Communications and Signal Processing (ICICS), Singapore,
13-16 Dec, 2011. 294.
Mengling
Feng, Liangyu Loy, Feng Zhang, Cuntai Guan, “Artifact Removal for
Intracranial Pressure Monitoring Signals: A Robust Solution with Signal
Decomposition”, 33rd Annual
International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), Boston,
Aug 30 – Sept 3, 2011. ViewPDF 295.
Kai
Keng Ang, Cuntai Guan, Chuanchu Wang, Koksoon Phua, Adrian Hock Guan Tan,
Zheng Yang Chin, “Calibrating EEG-based motor imagery brain-computer
interface from passive movement”, 33rd
Annual International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), Boston,
Aug 30 – Sept 3, 2011. ViewPDF 296.
Feng
Zhang, Mengling Feng, Sinno Jialin Pan, Liangyu Loy, Wenyuan Guo, Zhuo Zhang,
Pei Loon Chin, Cuntai Guan, Nicolas Kon Kam King, Beng Ti Ang, “Artificial
Neural Network based Intracranial Pressure Mean Forecast Algorithm for
Medical Decision Support”, 33rd Annual
International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), Boston,
Aug 30 – Sept 3, 2011. ViewPDF 297.
Mengling
Feng, Zhuo Zhang, Feng Zhang, Yu Ge, Liangyu Loy, Wenyuan Guo, Pei Loon Chin,
Nicolas Kon Kam King, Beng Ti Ang, Cuntai Guan, “iSyNCC: An Intelligent
System for Patient Monitoring & Clinical Decision Support in
Neuro-Critical-Care”, 33rd Annual
International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), Boston,
Aug 30 – Sept 3, 2011. ViewPDF 298.
Zheng Yang Chin, Kai Keng Ang, Cuntai
Guan, Chuanchu Wang and Haihong Zhang, “Filter Bank Feature Combination (FBFC)
approach for Brain-Computer Interface”, International
Joint Conference on Neural Networks (IJCNN), San
Jose, California, July 31 - August 5, 2011. ViewPDF 299.
Kai Keng Ang, Zheng Yang Chin, Haihong
Zhang and Cuntai Guan, “Filter Bank Common Spatial Pattern (FBCSP) algorithm
using online adaptive and semi-supervised learning”, International Joint Conference on Neural Networks (IJCNN), San
Jose, California, July 31 - August 5, 2011. ViewPDF 300.
Sau Wai Tung, Chai Quek and Cuntai Guan, “FAPOP:
Feature Analysis Enhanced Pseudo Outer-Product Fuzzy Rule Identification
System”, IEEE International Conference
on Fuzzy
Systems, Taiwan, 27-30 June, 2011. ViewPDF 301.
Mahnaz
Arvaneh, Cuntai Guan, Kai Keng Ang, Hiok Chai Quek, ”Spatially Sparsed Common
Spatial Pattern To Improve BCI Performance”, IEEE International Conference
on Acoustics, Speech and Signal Processing (ICASSP), Prague, May 22-27, 2011. ViewPDF 302.
Kai
Keng Ang, Zheng Yang Chin, Haihong Zhang, Cuntai Guan, “Composite Filter Bank Common Spatial
Pattern for motor imagery-based Brain-Computer Interface”, IEEE Symposium on Computational
Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), Paris,
France, 11-15 April 2011. 303.
Kai
Keng Ang, Cuntai Guan, Karen Sui Geok Chua, Beng Ti Ang, Christopher Wee
Keong Kuah, Chuanchu Wang, Koksoon Phua, Zheng Yang Chin, Haihong Zhang,
“Clinical study of neurorehabilitation in stroke using EEG-based motor
imagery brain-computer interface with robotic feedback”, 32nd Annual
International
Conference of the IEEE Engineering in
Medicine
and Biology Society (EMBC), Buenos
Aires,
Argentina, 1- 4 September, 2010. ViewPDF 304.
Zheng
Yang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan,
“Online Performance Evaluation of Motor Imagery
BCI with Augmented-Reality Virtual Hand Feedback”, 32nd Annual
International
Conference of the IEEE Engineering in
Medicine
and Biology Society (EMBC), Buenos
Aires,
Argentina, 1- 4 September, 2010. ViewPDF 305.
Yuanqing
Li, Jinyi Long, Tianyou Yu, Zhuliang Yu, Chuanchu Wang, Haihong Zhang,
Cuntai Guan,
“A Hybrid BCI System for 2-D
Asynchronous Cursor Control
”,
32nd Annual
International
Conference of the IEEE Engineering in
Medicine
and Biology Society (EMBC), Buenos
Aires,
Argentina, 1- 4 September, 2010. ViewPDF 306.
Adrian
Hock Guan Tan, Keng He Kong, Chengyap Shee, Chuanchu Wang, Cuntai Guan, Wei
Tech Ang,
“Post-Acute Stroke Patients Use
a Brain-Computer Interface to Activate Electrical Stimulation”, 32nd Annual
International
Conference of the IEEE Engineering in
Medicine
and Biology Society (EMBC), Buenos
Aires,
Argentina, 1- 4 September, 2010. ViewPDF 307.
Sidath
Ravindra Liyanage, Jianxin Xu, Cuntai Guan, Kai Keng Ang and Tong Heng Lee
, “Motion Detection in
Multi-Class Motor Imagery using Common Spatial Patterns Based on Joint
Approximate Diagonalization”, IASTED International
Conference on Control and Applications (ICCA), Alberta, Canada, Jul
15-17, 2010. 308.
Haihong
Zhang, Cuntai Guan, “An Information Theoretic Linear Discriminant Analysis
Method”, International Conference on
Pattern Recognition (ICPR), Istanbul, Turkey, August 23-26, 2010. ViewPDF 309.
Fabien
Lotte, Cuntai Guan, “Spatially Regularized Common Spatial Patterns for EEG
Classification”, International
Conference on Pattern Recognition (ICPR), Istanbul, Turkey, August 23-26,
2010. ViewPDF 310.
Abdul
Rehman Satti, Cuntai Guan, Damien Coyle, Girijesh Prasad, “A Covariate Shift
Minimisation Method to Alleviate Non-Stationarity Effects for an Adaptive
Brain-Computer Interface”,
International Conference on Pattern Recognition (ICPR), Istanbul, Turkey,
August 23-26, 2010. ViewPDF 311.
Kai
Keng Ang, Cuntai Guan, Kerry Lee, Jie Qi Lee,Shoko Nioka, Britton Chance, “A
Brain-computer Interface for Mental Arithmetic Task from Single-trial Near-infrared
Spectroscopy Brain Signals”,
International Conference on Pattern Recognition (ICPR), Istanbul, Turkey,
August 23-26, 2010. ViewPDF 312.
Kai
Keng Ang, Cuntai Guan, Kerry Lee, Jie Qi Lee, Shoko Nioka and Britton Chance,
"Application of Rough SetBased NeuroFuzzy System in NIRSBased BCI for
Assessing Numerical Cognition in Classroom", IEEE World Congress on Computational Intelligence (WCCI),
Barcelona, 18-23 July, 2010. ViewPDF 313.
Sidath
Ravindra Liyanage, Jianxin Xu, Cuntai Guan, Kai Keng Ang and Tong Heng Lee,
"EEG Signal Separation for MultiClass Motor Imagery using Common
Spatial Patterns Based on Joint Approximate Diagonalization", IEEE World Congress on Computational
Intelligence (WCCI), Barcelona, 18-23 July, 2010. ViewPDF 314.
Haihong
Zhang, Chuanchu Wang, Cuntai Guan, Mengjiao Wu, Conghao Wang, Ruilong Lv,
Siti N.B. Mohamed, Chan Siew Mei, Lijun Jiang, “A New Modality of Brain
Computer Interfaces for 2D Robot Control”, International Symposium on
Robotics and Intelligent Sensors (IRIS), Nagoya, Japan, 8-11 March, 2010.
315.
Kavitha
P Thomas, Cuntai Guan, Lau Chiew Tong, Vinod Achutavarrier Prasad, " A
Study on the Impact of Spectral Variability in Brain-Computer
Interface", IEEE International
Symposium on Circuits and Systems (ISCAS), Paris, France, 30 May - 2
June, 2010. ViewPDF 316.
Fabien
Lotte, Cuntai Guan, “Learning from Other Subjects Helps Reducing
Brain-Computer”, IEEE Intl Conf
Acoustics, Speech, and Signal Processing (ICASSP), Dallas, US, 14-19
March, 2010. ViewPDF 317.
Haihong
Zhang, Cuntai Guan, Chuanchu Wang, “Towards optimum linear transformation
under zero-mean Gaussian mixtures for detection of motor imagery EEG”, IEEE Intl Conf Acoustics, Speech, and Signal Processing (ICASSP),
Dallas, US, 14-19 March, 2010. ViewPDF 318.
Mahnaz
Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek, "Optimizing EEG Channel
Selection by Regularized Spatial Filtering and Multi Band Signal
Decomposition”, IASTED Intl Conf
Biomedical Engineering (BioMed), Innsbruck, Austria, 17-19 Feb 2010. ViewPDF 319.
Sidath
R Liyanage, Jianxin Xu, Cuntai Guan, Kai Keng Ang, Cishen Zhang, Lee T.H,
“Classification of Self-Paced Finger Movements with EEG Signals Using Neural
Network and Evolutionary Approaches”, IEEE
Intl Conf on Control and Automation (ICCA), Christchurch, New Zealand,
9-11 Dec 2009. 320.
Fabien
Lotte, Cuntai Guan, “An Efficient P300-based Brain-Computer Interface with
Minimal Calibration Time”, Workshop on
Assistive Machine Learning for People with Disabilities (NIPS workshop),
Vancouver, 7-10 Dec, 2009. ViewPDF 321.
Haihong
Zhang, Cuntai Guan, Chuanchu Wang, Kai Keng Ang, “Spatio-spectral feature
selection based on robust mutual information estimate for brain computer
interfaces”, The 31st Annual International Conference of the IEEE
Engineering in
Medicine
and Biology Society (EMBC),
Minneapolis, USA, Sept. 2-6, 2009. ViewPDF 322.
Fabien
Lotte, Cuntai Guan, Kai Keng Ang, “Comparison of Designs Towards a
Subject-Independent Brain-Computer Interface based on Motor Imagery”
(Invited) The 31st Annual International Conference of the IEEE
Engineering in
Medicine
and Biology Society (EMBC),
Minneapolis, USA, Sept. 2-6, 2009. ViewPDF 323.
Kai
Keng Ang, Cuntai Guan, Karen Sui Geok Chua, Beng Ti Ang, Christopher Wee
Keong Kuah, Chuanchu Wang, Koksoon Phua, Zheng Yang Chin, Haihong Zhang, “A
clinical study of motor imagery brain-computer interface-based upper limb
robotic rehabilitation for stroke”, The
31st Annual International
Conference of the IEEE Engineering in
Medicine
and Biology Society (EMBC),
Minneapolis, USA, Sept. 2-6, 2009. ViewPDF 324.
Kai
Keng Ang, Zheng Yang Chin, Haihong Zhang, Cuntai Guan, “Robust Filter Bank
Common Spatial Pattern (RFBCSP) in motor-imagery-based Brain-Computer
Interface”, The 31st Annual International Conference of the IEEE
Engineering in
Medicine
and Biology Society (EMBC),
Minneapolis, USA, Sept. 2-6, 2009. ViewPDF 325.
Zheng
Yang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan, Haihong Zhang,
“Multi-class Filter Bank Common Spatial Pattern for Four-Class Motor Imagery
BCI ”, The 31st Annual International Conference of the IEEE
Engineering in
Medicine
and Biology Society (EMBC),
Minneapolis, USA, Sept. 2-6, 2009. ViewPDF 326.
Sau
Wai Tung, Chai Quek, and Cuntai Guan, "T2-HyFIS-Yager: Type 2 Hybrid
Neural Fuzzy Inference System Realizing Yager Inference", IEEE International Conference on Fuzzy
Systems (FUZZY), Korea, Aug 20-24, 2009. ViewPDF 327.
Chuanchu
Wang, Cuntai Guan, Kok Soon Phua, Kai Keng Ang, Haihong Zhang,Karen Sui Geok
Chua, Beng Ti Ang, Christopher Wee Keong Kuah, "A Feasibility Study of
Non-Invasive Motor-Imagery BCI for Stroke Patients’ Robotic
Rehabilitation", International
IEEE EMBS Conference on Neural Engineering (NER), Turkey, Apr 29 - May 2,
2009. ViewPDF 328.
Brahim
Hamadicharef, Haihong Zhang, Cuntai Guan, Chuanchu Wang, Kok Soon Phua, Keng
Peng Tee, Kai Keng Ang, "Learning EEG-Based Spectral-Spatial Patterns
for Attention Level Measurement", IEEE
International Symposium on Circuits and Systems (ISCAS), Taiwan, May
24-27, 2009. ViewPDF 329.
Kavitha
P Thomas, Cuntai Guan, Lau Chiew Tong, Vinod Achutavarrier Prasad,
"Discriminative Filterbank Selection and EEG Information Fusion for
Brain Computer Interface", IEEE
International Symposium on Circuits and Systems (ISCAS), Taiwan, May
24-27, 2009. ViewPDF 330.
Yuanqing
Li, Zhuliang Yu, Praneeth Namburi, Cuntai Guan, "Voxel Selection in fMRI
Data Analysis: A Sparse Representation Method", IEEE International Conference on Acoustics, Speech, and Signal
Processing (ICASSP), Taiwan, 19-24 April, 2009. ViewPDF 331.
Sau
Wai Tung, Chai Quek, and Cuntai Guan, "HyFIS-Yager-gDIC: A Self-Organizing
Hybrid Neural Fuzzy Inference System Realizing Yager Inference", International Conference on Neural
Information Processing (ICONIP), Auckland, New Zealand, November 25-28,
2008. 332.
Keng Peng Tee, Cuntai Guan, Kai Keng
Ang, Haihong Zhang, “Augmenting Cognitive Functions in Robot-Assisted Motor
Rehabilitation”, IEEE International
Conference on Biomedical Robotics and Biomechatronics (BioRob),
Scottsdale, US, 19-22 Oct, 2008. ViewPDF 333.
Shijian
Lu, Cuntai Guan, “Subject-Independent Brain Computer Interface through
boosting”, International Conference on
Pattern Recognition (ICPR), Florida, US, 8-11 Dec, 2008. ViewPDF 334.
Kai
Keng Ang, Cuntai Guan, Karen Sui Geok Chua, Beng Ti Ang, Christopher Wee
Keong Kuah, Chuanchu Wang, Koksoon Phua, Zheng Yang Chin, Haihong Zhang,
"A clinical evaluation of non-invasive motor imagery-based brain
computer interface in stroke", International Conference of the IEEE Engineering in Medicine and Biology
Society (EMBC), Vancouver, Canada, August 20-24, 2008. ViewPDF 335.
Kai
Keng Ang, Cuntai Guan, Karen Sui Geok Chua, Beng Ti Ang, Christopher Wee
Keong Kuah, Chuanchu Wang, Koksoon Phua, Zheng Yang Chin, Haihong Zhang,
"A clinical evaluation on the spatial patterns of non-invasive motor
imagery-based brain computer interface in stroke", International
Conference of the IEEE Engineering in
Medicine and Biology Society (EMBC), Vancouver, Canada, August 20-24,
2008. ViewPDF 336.
Kavitha
P. Thomas, Cuntai Guan, Lau Chiew Tong, Vinod Achutavarrier Prasad, "An
Adaptive Filter Bank for Motor Imagery based Brain Computer Interface",
International Conference of the IEEE
Engineering in Medicine and Biology Society (EMBC), Vancouver, Canada,
August 20-24, 2008. ViewPDF 337.
Shijian
Lu, Cuntai Guan, Haihong Zhang, "Unsupervised Brain Computer Interface
based on Inter-Subject Information", International Conference of the IEEE Engineering in Medicine and Biology
Society (EMBC), Vancouver, Canada, August 20-24, 2008. ViewPDF 338.
Zheng
Yang Chin, Kai Keng Ang, Cuntai Guan, "Multiclass Voluntary Facial
Expression Classification based on Filter Bank Common Spatial Pattern",
International Conference of the IEEE
Engineering in Medicine and Biology Society (EMBC), Vancouver, Canada,
August 20-24, 2008. ViewPDF 339.
Shijian
Lu, Cuntai Guan, Haihong Zhang, "Learning Adaptive Subject-independent
P300 Models for EEG-based Brain-computer Interfaces", 2008 IEEE International
Joint Conference on Neural Networks -IJCNN (IEEE World Congress on
Computational Intelligence), Hong Kong, 2-6 June, 2008. ViewPDF 340.
Ang
Kai Keng, Chin Zheng Yang, Haihong Zhang, Cuntai Guan, "Filter Bank
Common Spatial Pattern (FBCSP) in Brain-computer Interface", 2008 IEEE International
Joint Conference on Neural Networks -IJCNN (IEEE World Congress on
Computational Intelligence), Hong Kong, 2-6 June, 2008. ViewPDF 341.
Yuanqing Li, Chuanchu Wang, Haihong
Zhang, Cuntai Guan, " An
EEG-based BCI System for 2D Cursor Control", IEEE World Congress on Computational Intelligence
(WCCI), Hong Kong, 2-6 June, 2008. ViewPDF 342.
Yuanqing Li,
Praneeth Namburi, Cuntai Guan, Jianfeng Feng, “Voxel
selection for fMRI data based on sparse representation”, Human Brain Mapping (HBM), Melbourne, 15-19 June, 2008. 343.
Andrian
Tan, Haihong Zhang, Chuanchu Wang, C. Y. Shee, Wei Tech Ang, Cuntai Guan,
"Arm Flexion and Extension Exercises using a Brain-Computer Interface
and Functional Electrical Stimulation", The IASTED International Conference on Biomedical Engineering
(BioMED), Innsbruck, Austria, Feb 13-15, 2008. 344.
Haihong Zhang, Chuanchu Wang, Cuntai
Guan, "Time-Variant
Spatial Filtering for Motor Imagery Classification", International Conference of the IEEE Engineering in Medicine and Biology
Society (EMBC), Lyon, France, Aug 23- 26, 2007. ViewPDF 345.
Chuanchu Wang, Haihong Zhang, Koksoon
Phua, Tran Huy Dat, Cuntai Guan, "Introduction to NeuroComm: a
Platform for Developing Real-Time EEG-based Brain-Computer Interface
Applications", International Conference of the IEEE Engineering in Medicine and Biology
Society (EMBC), Lyon, France, Aug 23- 26, 2007. ViewPDF 346.
Haihong Zhang, Cuntai Guan, Chuanchu
Wang, "Towards
Asynchronous Brain-computer Interfaces: A P300-based Approach with
Statistical Models", International Conference of the IEEE Engineering in Medicine and Biology
Society (EMBC), Lyon, France, Aug 23- 26, 2007. ViewPDF 347.
Brice
Rebsamen, Etienne Burdet, Cuntai Guan, Chee Leong Teo, Qiang Zeng, Marcelo
Ang, Christian Laugier, "Controlling a wheelchair using a BCI with low
information transfer rate", IEEE
International Conference on Rehabilitation Robotics (ICORR), Holland,
13-15 June 2007. ViewPDF 348.
Quadrianto
Novi, Cuntai Guan, Tran Huy
Dat, and Ping Xue, "Sub-band Common Spatial Pattern (SBCSP) for
Brain-Computer Interface", International
IEEE EMBS Conference on Neural Engineering (NER), Hawaii, USA, 2-5 May,
2007. ViewPDF 349.
Tran
Huy Dat, Haihong Zhang, Chuanchu Wang and Cuntai Guan, "Selected Subband Entropy for Motor Imagery
Detection in Asynchronous Brain Computer Interface", IEEE EMBS Conference on Neural
Engineering (NER), Hawaii, USA, 2-5 May, 2007. ViewPDF 350.
Tran
Huy Dat, Cuntai Guan,
"Feature Selection Based on Fisher Ratio and Mutual Information Analyses
for Robust Brain Computer Interface", IEEE International Conference on Acoustics, Speech, and Signal
Processing (ICASSP), Honolulu, 15-20 April, 2007. ViewPDF 351.
Yuanqing
Li, Huiqi Li, Cuntai Guan,
Zhengyang Chin, "A Self-training Semi-supervised Support Vector Machine
Algorithm and Its Applications in Brain Computer Interface", IEEE International Conference on
Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, 15-20 April,
2007. ViewPDF 352.
Yuanqing
Li, Cuntai Guan, "A Semi-supervised SVM Learning Algorithm for
Joint Feature Extraction and Classification in Brain Computer
Interfaces", International Conference of the IEEE Engineering in
Medicine and Biology Society
(EMBC), New York, US, Aug 30- Sept 3, 2006. ViewPDF 353.
Tran
Huy Dat, Louis Shue, Cuntai Guan, "Electrocorticographic Signal
Classification based on Time-frequency Decomposition and Nonparametric
Statistical Modeling", International Conference of the IEEE
Engineering in Medicine and Biology Society (EMBC), New York, US, Aug 30- Sept 3, 2006. ViewPDF 354.
Huiqi
Li, Yuanqing Li, Cuntai Guan, "An
Effective BCI Speller Based on Semi-supervised Learning", International
Conference of the IEEE Engineering in
Medicine and Biology Society (EMBC), New York, US, Aug 30- Sept 3, 2006. ViewPDF 355.
Haihong
Zhang and Cuntai Guan, "Kernel-based Signal Localization Method for NIRS
Brain-computer Interfaces", International Conference on Pattern
Recognition (ICPR), Hong Kong,
2006. ViewPDF 356.
Haihong
Zhang, Cuntai Guan, Yuanqing Li, "Signal Processing for Brain-computer
Interface: Enhance Feature Extraction and Classification", IEEE International Symposium on Circuits and Systems (ISCAS),
Kos, Greece, May 21-24, 2006. ViewPDF 357.
Brice
Rebsamen, Etienne Burdet, Cuntai Guan, Haihong Zhang, Chee Leong Teo, Qiang
Zeng, Marcelo Ang and Christian Laugier, "A Brain-Controlled Wheelchair
Based on P300 and Path Guidance", IEEE
International Conference on
Biomedical Robotics and Biomechatronics (BioRob), Pisa,
Italy, February 20-22, 2006. ViewPDF 358.
Haihong
Zhang, Cuntai Guan, Chuanchu Wang, "A Statistical Model of Brain Signals
with Application to Brain-Computer Interface", International Conference
of the IEEE Engineering in Medicine and Biology Society (EMBC), Shanghai, China, Sept 1-4,
2005. ViewPDF 359.
Yuanqing Li, Cuntai Guan, "Enhancing
Feature Extraction with Sparse Component Analysis for Brain-Computer
Interface", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),
Shanghai, China, Sept 1-4, 2005. ViewPDF 360.
Xiaoyuan
Zhu, Cuntai Guan, Jiankang Wu,
"Bayesian Method for Continuous Cursor Control in EEG-Based
Brain-Computer Interface", International Conference of the IEEE Engineering in Medicine and Biology
Society (EMBC), Shanghai, China, Sept 1-4, 2005. ViewPDF 361.
Chuanchu
Wang, Cuntai Guan, Haihong
Zhang, "P300 Brain-Computer Interface Design for Communication and
Control Applications ", International Conference of the IEEE Engineering in Medicine and Biology
Society (EMBC), Shanghai, China, Sept 1-4, 2005. ViewPDF 362.
Wenjie
Xu, Jiankang Wu, Zhiyong Huang, Cuntai
Guan, "Kernel Based Hidden Markov Model With Applications to EEG
Signal Classification", The IASTED
International Conference on Biomedical Engineering (BioMED), Austria, Feb
16-18, 2005. ViewPDF 363.
Cuntai Guan, Manoj Thulasidas, Jiankang Wu, "High
Performance P300 Speller for Brain-Computer Interface", IEEE International Workshop on Biomedical
Circuits and Systems (BioCAS), Singapore, Dec 1-3, 2004. ViewPDF 364.
Cuntai Guan, Xiaoyuan Zhu, S Ranganatha, Manoj Thulasidas, J
Wu, "Robust Classification of Event-related Potential for Brain-Computer
Interface", International
Conference on Advances in Medical Signal and Information Processing (MEDSIP),
Malta, 5-8, September 2004. (Best Paper, Poster Category) ViewPDF 365.
Wenjie
Xu, Cuntai Guan, Eng Siong
Chng, S Ranganatha, Manoj Thulasidas, Jiankang Wu, "High Accuracy
Classification of EEG Signal",
International Conference of Pattern Recognition (ICPR), UK, 23-26 August,
2004. ViewPDF |
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