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Publication date Communities Collections Article title Author(s) Journal/Conference
16 Jul 2021 SERC Institute for Infocomm Research Brain Functional Changes in Stroke Following Rehabilitation Using Brain-Computer Interface-Assisted Motor Imagery With and Without tDCS: A Pilot Study 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, Effie Chew, Cuntai Guan, Juan Helen Zhou Frontiers in Human Neuroscience
27 May 2021 SERC Institute for Infocomm Research Brain-Computer Interface for Stroke Rehabilitation (Pending publish) Ravikiran Mane, Kai Keng Ang, Cuntai Guan Handbook of Neuroengineering
7 May 2021 SERC Institute for Infocomm Research Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network Brian Premchand, Kyaw Kyar Toe, Chuanchu Wang, Shoeb Shaikh, Camilo Libedinsky, Kai Keng Ang, Rosa Q. So Engineering in Medicine and Biology Society (EMBC), Annual International Conference of the IEEE
29 Apr 2021 SERC Institute for Infocomm Research Efficacy of Brain–Computer Interface and the Impact of Its Design Characteristics on Poststroke Upper-limb Rehabilitation: A Systematic Review and Meta-analysis of Randomized Controlled Trials Salem Mansour, Kai Keng Ang, Krishnan P.S. Nair, Kok Soon Phua, Mahnaz Arvaneh Clinical EEG and Neuroscience
19 Apr 2021 SERC Institute for Infocomm Research Task-related brain functional network reconfigurations relate to motor recovery in chronic subcortical stroke (Pending publish) Hsiao-Ju Cheng, Kwun Kei Ng, Xing Qian, Fang Ji, Zhong kang Lu, Wei Peng Teo, Xin Hong, Fatima Ali Nasrallah, Kai Keng Ang, Kai-Hsiang Chuang, Cuntai Guan, Haoyong Yu, Effie Chew, Juan Helen Zhou Scientific Reports
27 Aug 2020 SERC Institute for Infocomm Research Investigating different stress-relief methods using Electroencephalogram (EEG) Yuge Zhang, Qin Wang, Zheng Yang Chin, Kai Keng Ang 2020 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC)
27 Aug 2020 SERC Institute for Infocomm Research Using Transcranial Direct Current Stimulation to Augment the Effect of Motor Imagery-Assisted Brain-Computer Interface Training in Chronic Stroke Patients—Cortical Reorganization Considerations Effie Chew, Wei-Peng Teo, Ning Tang, Kai Keng Ang, Yee Sien Ng, Juan Helen Zhou, Irvin Teh, Kok Soon Phua, Ling Zhao, Cuntai Guan Frontiers in Neurology
25 Aug 2020 SERC Institute for Infocomm Research Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface Fatemeh Fahimi, Strahinja Dosen, Kai Keng Ang, Natalie Mrachacz-Kersting, Cuntai Guan IEEE Transactions on Neural Networks and Learning Systems
20 Jul 2020 SERC Institute for Infocomm Research Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network Brian Premchand, Kyaw Kyar Toe, Chuanchu Wang, Shoeb Shaikh, Camilo Libedinsky, Kai Keng Ang, Rosa Q. So Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
9 Dec 2019 SERC Institute for Infocomm Research An electroencephalography-based Brain-Computer Interface system with immersive Virtual Reality using Android mobile device for Affective Computing studies Zheng Yang Chin, Chuanchu Wang, Zhuo Zhang, Kai Keng Ang
9 Dec 2019 SERC Institute for Infocomm Research Assistive Soft Robotic Glove Stroke Rehabilitation using EEG-based Motor Imagery Brain-Computer Interface for Elderly Stroke Patients Nicholas Cheng, Kok Soon Phua, Hwa Sen Lai, Kai Kei Cheng, Ka Yin Tang, Jeong Hoon Lim, Chen Hua Yeow, Kai Keng Ang 17th International Conference on Biomedical Engineering 2019
10 Oct 2019 SERC Institute for Infocomm Research A Clinical Study Involving the Use of an Integrated Soft Robotic Glove Utilizing EEG-based Motor Imagery Techniques for Rehabilitation of Chronic Stroke Nicholas Cheng, Kok Soon Phua, Hwa Sen Lai, Pui Kit Tam, Kai Kei Cheng, Ka Yin Tang, Raye Chen-Hua Yeow, Kai Keng Ang, Jeong Hoon Lim Singapore Health & Biomedical Congress
14 Aug 2019 SERC Institute for Infocomm Research Mindfulness and hemodynamics in asians: a literature review. Carol C. Choo, John J. W. Lee, Jonathan H. L. Kuek, Kai Keng Ang, Juan Hong Yu, Cyrus S. Ho, Roger C. Ho Asian Journal of Psychiatry
12 Aug 2019 SERC Institute for Infocomm Research An iterative cross-subject negative-unlabeled learning algorithm for quantifying passive fatigue Ruyi Foong, Kai Keng Ang, Zhuo Zhang, Chai Quek Journal of Neural Engineering
1 Jul 2019 SERC Institute for Infocomm Research Weighted Transfer Learning for Improving Motor Imagery-Based Brain–Computer Interface Ahmed M. Azab, Lyudmila Mihaylova, Kai Keng Ang, Mahnaz Arvaneh IEEE Transactions on Neural Systems and Rehabilitation Engineering
24 Jun 2019 SERC Institute for Infocomm Research Prognostic and Monitory EEG-Biomarkers for BCI Upper-limb Stroke Rehabilitation Ravikiran Mane, Effie Chew, Kok Soon Phua, Kai Keng Ang, Neethu Robinson, Vinod A. P., Cuntai Guan IEEE Transactions on Neural Systems and Rehabilitation Engineering
5 Jun 2019 SERC Institute for Infocomm Research Assessment of the Efficacy of EEG-based MI-BCI with Visual Feedback and EEG Correlates of Mental Fatigue for Upper-Limb Stroke Rehabilitation Ruyi Foong, Kai Keng Ang, Chai Quek, Cuntai Guan, Kok Soon Phua, Wee Keong Kuah, Arun Vishwanath Deshmukh, Hon Lum Yam, Deshan Kumar Rajeswaran, Effie Chew, Ning Tang, Geok Sui Chua IEEE Transactions on Biomedical Engineering
19 May 2019 SERC Institute for Infocomm Research Rapid Detection of Inactive Channels during Multi-unit Intracranial Recordings Brian Premchand, Kyaw Kyar Toe, Chuan Chu Wang, Camilo Libedinsky, Kai Keng Ang, Rosa Qi Yue So 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)
25 Sep 2018 SERC Institute for Infocomm Research Wavelet phase-locking based binary classification of hand movement directions from EEG Tushar Chouhan, Neethu Robinson, A. P. Vinod, Kai Keng Ang, Cuntai Guan Journal of Neural Engineering
18 Jul 2018 SERC Institute for Infocomm Research Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke 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 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
18 Jul 2018 SERC Institute for Infocomm Research Spectrum and Phase Adaptive CCA for SSVEP-based Brain Computer Interface Zhuo Zhang, Chuanchu Wang, Kai Keng Ang, Aung Aung Phyo Wai, Cuntai Guan 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
18 Jul 2018 SERC Institute for Infocomm Research Modeling EEG-based Motor Imagery with Session to Session Online Adaptation Zhuo Zhang, Ruyi Foong, Kok Soon Phua, Chuanchu Wang, Kai Keng Ang 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
1 Jul 2018 SERC Institute for Infocomm Research EEG Channel Selection Based on Correlation Coefficient for Motor Imagery Classification: A Study on Healthy Subjects and ALS Patient Tao Yang, Kai Keng Ang, Kok Soon Phua, Juanhong Yu, Valerie Toh, Wai Hoe Ng, Rosa Q. So Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (2018)
23 Aug 2017 SERC Institute for Infocomm Research Brain plasticity following MI-BCI training combined with tDCS in a randomized trial in chronic subcortical stroke subjects: a preliminary study Xin Hong, Zhong kang Lu, Irvin Teh, Fatima Ali Nasrallah, Wei Peng Teo, Kai Keng Ang, Kok Soon Phua, Cuntai Guan, Effie Chew, Kai-Hsiang Chuang Scientific Reports
11 Jul 2017 SERC Institute for Infocomm Research Prefrontal Cortical Activation While Viewing Urban and Garden Scenes: a Pilot fNIRS Study Juanhong Yu, Kai Keng Ang, Su Hui Ho, Angelia Sia, Roger Ho 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
30 Jan 2016 SERC Institute for Infocomm Research On the Correlations of Motor Imagery of Swallow With Motor Imagery of Tongue Movements and Actual Swallow Huijuan Yang, Cuntai Guan, Chuanchu Wang, Kai Keng Ang, Kok Soon Phua, See San Chok, Christina Ka Yin Tang, Karen Sui Geok Chua Advances in Cognitive Neurodynamics
5 Oct 2015 SERC Institute for Infocomm Research Quality Assessment of EEG Signals based on Statistics of Signal Fluctuations Chuanchu Wang, Huijuan Yang, Kai Keng Ang, Kok Soon Phua 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
25 Aug 2015 SERC Institute for Infocomm Research Combining firing rate and spike-train synchrony features in the decoding of motor cortical activity Gabriel Guojun Chew, Kai Keng Ang, Rosa Qi Yue So, Zhiming Xu, Cuntai Guan 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
25 Aug 2015 SERC Institute for Infocomm Research On the Use of Convolutional Neural Networks and Augmented CSP Features for Multi-class Motor Imagery of EEG Signals Classification Cuntai Guan, Huijuan Yang, Siavash Sakhavi, Kai Keng Ang 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
12 May 2015 SERC Institute for Infocomm Research Brain–Computer Interface for Neurorehabilitation of Upper Limb After Stroke Kai Keng Ang, Cuntai Guan Proceedings of the IEEE
22 Apr 2015 SERC Institute for Infocomm Research Neural representations of movement intentions during brain-controlled self-motion Rosa So, Zhiming Xu, Camilo Libedinsky, Kyaw Kyar Toe, Kai Keng Ang, Shih-Cheng Yen, Cuntai Guan 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)
22 Apr 2015 SERC Institute for Infocomm Research Motor cortical adaptation induced by closed-loop BCI Zhiming Xu, Cuntai Guan, Rosa Q. So, Kai Keng Ang, Kyaw Kyar Toe 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)
1 Mar 2015 SERC Institute for Infocomm Research Facilitating Effects of Transcranial Direct Current Stimulation on Motor Imagery Brain-Computer Interface With Robotic Feedback for Stroke Rehabilitation Ling Zhao, Kai Keng Ang, Cuntai Guan, Kok Soon Phua, Chuanchu Wang, Wei Peng Teo, Changwu Chen, Yee Sien Ng, Effie Chew Archives of Physical Medicine and Rehabilitation
26 Aug 2014 SERC Institute for Infocomm Research Discriminative channel addition and reduction for filter bank common spatial pattern in motor imagery BCI Zheng Yang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
26 Aug 2014 SERC Institute for Infocomm Research Selection of Effective EEG Channels in Brain Computer Interfaces based on Inconsistencies of Classifiers Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
26 Aug 2014 SERC Institute for Infocomm Research On the asynchronously continuous control of mobile robot movement by motor cortical spiking activity Zhiming Xu, Rosa Qi Yue So, Kyaw Kyar Toe, Kai Keng Ang, Cuntai Guan 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
1 Jul 2014 SERC Institute for Infocomm Research Brain-Computer Interface-based robotic end effector system for wrist and hand rehabilitation: results of a three-armed randomized controlled trial for chronic stroke Karen Sui Geok Chua, Christopher Wee Keong Kuah, Kai Keng Ang, Cuntai Guan, Kok Soon Phua, Chuanchu Wang, Longjiang Zhou, Ka Yin Tang, Gopal Joseph Ephraim Joseph Frontiers in Neuroengineering
17 Jun 2014 SERC Institute for Infocomm Research Detection of Motor Imagery of Brisk Walking from Electroencephalogram Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Huijuan Yang Journal of Neuroscience Methods
19 May 2014 SERC Institute for Infocomm Research Detection of Motor Imagery of Swallow EEG Signals based on Dual-Tree Complex Wavelet Transform and Adaptive Model Selection Christina Ka Yin Tang, Kai Keng Ang, Huijuan Yang, Cuntai Guan, Karen Sui Geok Chua, See San Chok, Chuanchu Wang, Kok Soon Phua Journal of Neural Engineering
1 Mar 2014 SERC Institute for Infocomm Research ERNN: A biologically inspired feed-forward neural network to discriminate emotion from EEG signal Reza Khosrowabadi, Quek Chai, Kai Keng Ang, Abdul Wahab IEEE Transactions on Neural Networks and Learning Systems
1 Oct 2013 SERC Institute for Infocomm Research Discriminative Learning of Propagation and Spatial Pattern for Motor Imagery EEG Analysis (Pending publish) Xinyang Li, Haihong Zhang, Cuntai Guan, Heng Ong Sim, Kai Keng Ang, Yaozhang Pan Neural Computation
10 Sep 2013 SERC Institute for Infocomm Research Multi-class EEG classification of voluntary hand movement directions Neethu Robinson, Cuntai Guan, A. P. Vinod, Kai Keng Ang, Keng Peng Tee Journal of Neural Engineering
1 Aug 2013 SERC Institute for Infocomm Research EEG Data Space Adaptation to Reduce Inter-session Non-stationarity in Brain-Computer Interface (Pending publish) Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek Neural Computation
1 Aug 2013 SERC Institute for Infocomm Research EEG-based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm (Pending publish) Neethu Robinson, Achutavarrier Prasad Vinod, Kai Keng Ang, Keng Peng Tee, Cuntai Guan IEEE Transactions on Biomedical Engineering
1 Jun 2013 SERC Institute for Infocomm Research Brain-Computer Interface in Stroke Rehabilitation Kai Keng Ang, Cuntai Guan Journal of Computer Science and Engineering
10 Apr 2013 SERC Institute for Infocomm Research Dynamically weighted ensemble classification for non-stationary EEG processing Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jianxin Xu, Tong Heng Lee Journal of Neural Engineering
1 Apr 2013 SERC Institute for Infocomm Research Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Quek Chai IEEE Transactions on Neural Networks and Learning Systems
1 Apr 2013 SERC Institute for Infocomm Research Navigation In a Virtual Environment using Multi-class Motor Imagery Brain-Computer Interface Zheng Yang Chin, Kai Keng Ang, Cuntai Guan, Chuanchu Wang 2013 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB)
1 Jan 2013 SERC Institute for Infocomm Research Resting State Changes in Functional Connectivity Correlate With Movement Recovery for BCI and Robot-Assisted Upper-Extremity Training After Stroke Balint Varkuti, Cuntai Guan, Yaozhang Pan, Kok Soon Phua, Kai Keng Ang, Christopher Wee Keong Kuah, Karen Chua, Beng Ti Ang, Niels Birbaumer, Ranganathan Sitaram Neurorehabilitation and Neural Repair
10 Jun 2012 SERC Institute for Infocomm Research DYNAMICALLY WEIGHTED CLASSIFICATION WITH CLUSTERING TO TACKLE NON-STATIONARITY IN BRAIN COMPUTER INTERFACING S. R. Liyanage, Cuntai Guan, Haihong Zhang, Jianxin Xu, Kai Keng Ang, Tong Heng Lee The 2012 International Joint Conference on Neural Networks (IJCNN)