Improved MCMAC with momentum, neighborhood, and averaged trapezoidal output. - Kai Keng Ang; Hiok Chai Quek (IEEE Trans. Syst. Man Cybern. Part B, 2000)

MCMAC-CVT: a novel on-line associative memory based CVT transmission control system. - Kai Keng Ang; Hiok Chai Quek; Abdul Wahab 001 (Neural Networks, 2002)

POPFNN-CRI(S): pseudo outer product based fuzzy neural network using the compositional rule of inference and singleton fuzzifier. - Kai Keng Ang; Hiok Chai Quek; Michel Pasquier (IEEE Trans. Syst. Man Cybern. Part B, 2003)

Stock trading using PSEC and RSPOP: a novel evolving rough set-based neuro-fuzzy approach. - Kai Keng Ang; Chai Quek (Congress on Evolutionary Computation, 2005)

RSPOP: Rough Set-Based Pseudo Outer-Product Fuzzy Rule Identification Algorithm. - Kai Keng Ang; Hiok Chai Quek (Neural Comput., 2005)

Rough set-based neuro-fuzzy system. - Kai Keng Ang; Chai Quek (IJCNN, 2006)

Stock Trading Using RSPOP: A Novel Rough Set-Based Neuro-Fuzzy Approach. - Kai Keng Ang; Chai Quek (IEEE Trans. Neural Networks, 2006)

Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface. - Kai Keng Ang; Zhengyang Chin; Haihong Zhang; Cuntai Guan (IJCNN, 2008)

Rough set-based neuro-fuzzy system. - Kai Keng Ang (2008)

Affective computation on EEG correlates of emotion from musical and vocal stimuli. - Reza Khosrowabadi; Abdul Wahab 001; Kai Keng Ang; Mohammad H. Baniasad (IJCNN, 2009)

Learning EEG-based Spectral-spatial Patterns for Attention Level Measurement. - Brahim Hamadicharef; Haihong Zhang; Cuntai Guan; Chuanchu Wang; Kok Soon Phua; Keng Peng Tee; Kai Keng Ang (ISCAS, 2009)

A New Discriminative Common Spatial Pattern Method for Motor Imagery Brain-Computer Interfaces. - Kavitha P. Thomas; Cuntai Guan; Chiew Tong Lau; A. Prasad Vinod 001; Kai Keng Ang (IEEE Trans. Biomed. Eng., 2009)

Rough Set-Based Neuro-Fuzzy System. - Kai Keng Ang; Chai Quek (Encyclopedia of Artificial Intelligence, 2009)

A synergy of econometrics and computational methods (GARCH-RNFS) for volatility forecasting. - Ronald Tor Das; Kai Keng Ang; Chai Quek (IEEE Congress on Evolutionary Computation, 2010)

A Brain-Computer Interface for Mental Arithmetic Task from Single-Trial Near-Infrared Spectroscopy Brain Signals. - Kai Keng Ang; Cuntai Guan; Kerry Lee 002; Jie Qi Lee; Shoko Nioka; Britton Chance (ICPR, 2010)

EEG-based Emotion Recognition Using Self-Organizing Map for Boundary Detection. - Reza Khosrowabadi; Hiok Chai Quek; Abdul Wahab 001; Kai Keng Ang (ICPR, 2010)

An Information Theoretic Linear Discriminant Analysis Method. - Haihong Zhang; Cuntai Guan; Kai Keng Ang (ICPR, 2010)

Application of rough set-based neuro-fuzzy system in NIRS-based BCI for assessing numerical cognition in classroom. - Kai Keng Ang; Cuntai Guan; Kerry Lee 002; Jie Qi Lee; Shoko Nioka; Britton Chance (IJCNN, 2010)

EEG signal separation for multi-class motor imagery using common spatial patterns based on Joint Approximate Diagonalization. - Sidath Ravindra Liyanage; Jian-Xin Xu 001; Cuntai Guan; Kai Keng Ang; Tong Heng Lee (IJCNN, 2010)

A Wavelet-CSP method to classify hand movement directions in EEG based BCI system. - Neethu Robinson; A. Prasad Vinod 001; Cuntai Guan; Kai Keng Ang; Keng Peng Tee (ICICS, 2011)

Composite Filter Bank Common Spatial Pattern for motor imagery-based Brain-Computer Interface. - Kai Keng Ang; Zhengyang Chin; Haihong Zhang; Cuntai Guan (CCMB, 2011)

Calibrating EEG-based motor imagery brain-computer interface from passive movement. - Kai Keng Ang; Cuntai Guan; Chuanchu Wang; Kok Soon Phua; Adrian Hock Guan Tan; Zheng Yang Chin (EMBC, 2011)

Spatially sparsed Common Spatial Pattern to improve BCI performance. - Mahnaz Arvaneh; Cuntai Guan; Kai Keng Ang; Hiok Chai Quek (ICASSP, 2011)

Real coded GA-based SVM for motor imagery classification in a Brain-Computer Interface. - Atieh Bamdadian; Cuntai Guan; Kai Keng Ang; Jianxin Xu 001 (ICCA, 2011)

Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning. - Kai Keng Ang; Zhengyang Chin; Haihong Zhang; Cuntai Guan (IJCNN, 2011)

Filter Bank Feature Combination (FBFC) approach for brain-computer interface. - Zhengyang Chin; Kai Keng Ang; Cuntai Guan; Chuanchu Wang; Haihong Zhang (IJCNN, 2011)

A Brain-Computer Interface for classifying EEG correlates of chronic mental stress. - Reza Khosrowabadi; Chai Quek; Kai Keng Ang; Sau Wai Tung; Michel Heijnen (IJCNN, 2011)

Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI. - Mahnaz Arvaneh; Cuntai Guan; Kai Keng Ang; Chai Quek (IEEE Trans. Biomed. Eng., 2011)

Optimum Spatio-Spectral Filtering Network for Brain-Computer Interface. - Haihong Zhang; Zhengyang Chin; Kai Keng Ang; Cuntai Guan; Chuanchu Wang (IEEE Trans. Neural Networks, 2011)

Transcranial direct current stimulation and EEG-based motor imagery BCI for upper limb stroke rehabilitation. - Kai Keng Ang; Cuntai Guan; Kok Soon Phua; Chuanchu Wang; Irvin Teh; Chang Wu Chen; Effie Chew (EMBC, 2012)

Omitting the intra-session calibration in EEG-based brain computer interface used for stroke rehabilitation. - Mahnaz Arvaneh; Cuntai Guan; Kai Keng Ang; Chai Quek (EMBC, 2012)

Online semi-supervised learning with KL distance weighting for Motor Imagery-based BCI. - Atieh Bamdadian; Cuntai Guan; Kai Keng Ang; Jianxin Xu 001 (EMBC, 2012)

Prefrontal cortical activation during arithmetic processing differentiated by cultures: A preliminary fNIRS study. - Juanghong Yu; Yaozhang Pan; Kai Keng Ang; Cuntai Guan; Darren J. Leamy (EMBC, 2012)

Extracting effective features from high density nirs-based BCI for assessing numerical cognition. - Kai Keng Ang; Juanhong Yu; Cuntai Guan (ICASSP, 2012)

Multi-frequency band common spatial pattern with sparse optimization in Brain-Computer Interface. - Mahnaz Arvaneh; Cuntai Guan; Kai Keng Ang; Chai Quek (ICASSP, 2012)

Fast emotion detection from EEG using asymmetric spatial filtering. - Dong Huang; Haihong Zhang; Kai Keng Ang; Cuntai Guan; Yaozhang Pan; Chuanchu Wang; Juanhong Yu (ICASSP, 2012)

Cluster impurity and forward-backward error maximization-based active learning for EEG signals classification. - Huijuan Yang; Cuntai Guan; Kai Keng Ang; Yaozhang Pan; Haihong Zhang (ICASSP, 2012)

Iterative clustering and support vectors-based high-confidence query selection for motor imagery EEG signals classification. - Huijuan Yang; Cuntai Guan; Kai Keng Ang; Haihong Zhang; Chuanchu Wang (ICPR, 2012)

Extracting and selecting discriminative features from high density NIRS-based BCI for numerical cognition. - Kai Keng Ang; Juanhong Yu; Cuntai Guan (IJCNN, 2012)

Robust EEG channel selection across sessions in brain-computer interface involving stroke patients. - Mahnaz Arvaneh; Cuntai Guan; Kai Keng Ang; Chai Quek (IJCNN, 2012)

Asymmetric Spatial Pattern for EEG-based emotion detection. - Dong Huang; Cuntai Guan; Kai Keng Ang; Haihong Zhang; Yaozhang Pan (IJCNN, 2012)

Dynamically Weighted Classification with Clustering to tackle non-stationarity in Brain computer Interfacing. - Sidath Ravindra Liyanage; Cuntai Guan; Haihong Zhang; Kai Keng Ang; Jian-Xin Xu 001; Tong Heng Lee (IJCNN, 2012)

Seizure detection based on spatiotemporal correlation and frequency regularity of scalp EEG. - Yaozhang Pan; Cuntai Guan; Kai Keng Ang; Kok Soon Phua; Huijuan Yang; Dong Huang; Shih-Hui Lim (IJCNN, 2012)

A modified Wavelet-Common Spatial Pattern method for decoding hand movement directions in brain computer interfaces. - Neethu Robinson; A. Prasad Vinod 001; Cuntai Guan; Kai Keng Ang; Keng Peng Tee (IJCNN, 2012)

Dynamic initiation and dual-tree complex wavelet feature-based classification of motor imagery of swallow EEG signals. - Huijuan Yang; Cuntai Guan; Kai Keng Ang; Chuanchu Wang; Kok Soon Phua; Juanhong Yu (IJCNN, 2012)

Supervised Pseudo Self-Evolving Cerebellar algorithm for generating fuzzy membership functions. - Kai Keng Ang; Chai Quek (Expert Syst. Appl., 2012)

Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs. - Kai Keng Ang; Zhengyang Chin; Haihong Zhang; Cuntai Guan (Pattern Recognit., 2012)

Navigation in a virtual environment using multiclass motor imagery Brain-Computer Interface. - Zhengyang Chin; Kai Keng Ang; Chuanchu Wang; Cuntai Guan (CCMB, 2013)

Connectivity pattern modeling of motor imagery EEG. - Xinyang Li; Sim Heng Ong; Yaozhang Pan; Kai Keng Ang (CCMB, 2013)

Spatial filter design based on re-estimated projection matrices. - Xinyang Li; Sim Heng Ong; Yaozhang Pan; Kai Keng Ang (CCMB, 2013)

Neural representation and identification of reaching targets by spike trains in motor cortex. - Zhiming Xu; Kai Keng Ang; Cuntai Guan; Huynh Thai Hoa (CCMB, 2013)

A novel hand strength assessment method integrated into haptic knob for stroke rehabilitation. - Longjiang Zhou; Kai Keng Ang; Chuanchu Wang; Kok Soon Phua; Cuntai Guan (CIRAT, 2013)

A clinical study of motor imagery BCI performance in stroke by including calibration data from passive movement. - Kai Keng Ang; Cuntai Guan; Karen Sui Geok Chua; Kok Soon Phua; Chuanchu Wang; Zheng Yang Chin; Longjiang Zhou; Ka Yin Tang; Gopal Joseph Ephraim Joseph; Christopher Wee Keong Kuah (EMBC, 2013)

Improving session-to-session transfer performance of motor imagery-based BCI using adaptive extreme learning machine. - Atieh Bamdadian; Cuntai Guan; Kai Keng Ang; Jianxin Xu 001 (EMBC, 2013)

Optimizing low-frequency common spatial pattern features for multi-class classification of hand movement directions. - Andrew Keong Ng; Kai Keng Ang; Keng Peng Tee; Cuntai Guan (EMBC, 2013)

Motor imagery BCI for upper limb stroke rehabilitation: An evaluation of the EEG recordings using coherence analysis. - Sau Wai Tung; Cuntai Guan; Kai Keng Ang; Kok Soon Phua; Chuanchu Wang; Ling Zhao 007; Wei Peng Teo; Effie Chew (EMBC, 2013)

Feature consistency-based model adaptation in session-to-session classification: A study using motor imagery of swallow EEG signals. - Huijuan Yang; Cuntai Guan; Kai Keng Ang; Chuanchu Wang; Kok Soon Phua; Christina Tang Ka Yin; Longjiang Zhou (EMBC, 2013)

Joint spatial-temporal filter design for analysis of motor imagery EEG. - Xinyang Li; Haihong Zhang; Cuntai Guan; S. H. Ong 001; Yaozhang Pan; Kai Keng Ang (ICASSP, 2013)

Error entropy based adaptive kernel classification for non-stationary EEG analysis. - Sidath Ravindra Liyanage; Cuntai Guan; Haihong Zhang; Kai Keng Ang; Jian-Xin Xu 001; Tong Heng Lee (ICASSP, 2013)

Neural decoding of movement targets by unsorted spike trains. - Zhiming Xu; Kai Keng Ang; Cuntai Guan (ICASSP, 2013)

Maximum dependency and minimum redundancy-based channel selection for motor imagery of walking EEG signal detection. - Huijuan Yang; Cuntai Guan; Chuanchu Wang; Kai Keng Ang (ICASSP, 2013)

Brain-Computer Interface in Stroke Rehabilitation. - Kai Keng Ang; Cuntai Guan (J. Comput. Sci. Eng., 2013)

EEG Data Space Adaptation to Reduce Intersession Nonstationarity in Brain-Computer Interface. - Mahnaz Arvaneh; Cuntai Guan; Kai Keng Ang; Chai Quek (Neural Comput., 2013)

Discriminative Learning of Propagation and Spatial Pattern for Motor Imagery EEG Analysis. - Xinyang Li; Haihong Zhang; Cuntai Guan; Sim Heng Ong; Kai Keng Ang; Yaozhang Pan (Neural Comput., 2013)

EEG-Based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm. - Neethu Robinson; A. Prasad Vinod 001; Kai Keng Ang; Keng Peng Tee; Cuntai Guan (IEEE Trans. Biomed. Eng., 2013)

Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface. - Mahnaz Arvaneh; Cuntai Guan; Kai Keng Ang; Chai Quek (IEEE Trans. Neural Networks Learn. Syst., 2013)

Brain-computer interface for neurorehabilitation: Looking beyond upper limbs. - Cuntai Guan; Huijuan Yang; Kai Keng Ang; Kok Soon Phua; Juanhong Yu; Chuanchu Wang; Karen Sui Geok Chua; Effie Chew (BCI, 2014)

Single-trial classification of NIRS data from prefrontal cortex during working memory tasks. - Kai Keng Ang; Juanhong Yu; Cuntai Guan (EMBC, 2014)

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 (EMBC, 2014)

Spatial filter adaptation based on the divergence framework for motor imagery EEG classification. - Xinyang Li; Cuntai Guan; Kai Keng Ang; Haihong Zhang; Sim Heng Ong (EMBC, 2014)

On the asynchronously continuous control of mobile robot movement by motor cortical spiking activity. - Zhiming Xu; Rosa Q. So; Kyaw Kyar Toe; Kai Keng Ang; Cuntai Guan (EMBC, 2014)

Selection of effective EEG channels in brain computer interfaces based on inconsistencies of classifiers. - Huijuan Yang; Cuntai Guan; Kai Keng Ang; Kok Soon Phua; Chuanchu Wang (EMBC, 2014)

Cortical activation of passive hand movement using Haptic Knob: A preliminary multi-channel fNIRS study. - Juanhong Yu; Kai Keng Ang; Huijuan Yang; Cuntai Guan (EMBC, 2014)

Spatial filter adaptation based on geodesic-distance for motor EEG classification. - Xinyang Li; Cuntai Guan; Kai Keng Ang; Haihong Zhang; Sim Heng Ong (IJCNN, 2014)

Quality assessment of EEG signals based on statistics of signal fluctuations. - Huijuan Yang; Cuntai Guan; Kai Keng Ang; Kok Soon Phua; Chuanchu Wang (SMC, 2014)

Mutual information-based optimization of sparse spatio-spectral filters in brain-computer interface. - Mahnaz Arvaneh; Cuntai Guan; Kai Keng Ang; Chai Quek (Neural Comput. Appl., 2014)

ERNN: A Biologically Inspired Feedforward Neural Network to Discriminate Emotion From EEG Signal. - Reza Khosrowabadi; Chai Quek; Kai Keng Ang; Abdul Wahab 001 (IEEE Trans. Neural Networks Learn. Syst., 2014)

Spatial filter subspace optimization based on mutual information. - Xinyang Li; Cuntai Guan; Kai Keng Ang; Haihong Zhang (ICICS, 2015)

Determining mechanical and electromyographical reaction time in a BCI driving fatigue experiment. - Zong Xuan Tan; Ruyi Foong; Kai Keng Ang (ICICS, 2015)

A measurement of motor recovery for motor imagery-based BCI using EEG coherence analysis. - Sau Wai Tung; Cuntai Guan; Kai Keng Ang; Kok Soon Phua; Chuanchu Wang; Christopher Wee Keong Kuah; Karen Sui Geok Chua; Yee Sien Ng; Ling Zhao 007; Effie Chew (ICICS, 2015)

Combining firing rate and spike-train synchrony features in the decoding of motor cortical activity. - Gabriel Chew; Kai Keng Ang; Rosa Q. So; Zhiming Xu; Cuntai Guan (EMBC, 2015)

An analysis on driver drowsiness based on reaction time and EEG band power. - Ruyi Foong; Kai Keng Ang; Chai Quek; Cuntai Guan; Aung Aung Phyo Wai (EMBC, 2015)

On the use of convolutional neural networks and augmented CSP features for multi-class motor imagery of EEG signals classification. - Huijuan Yang; Siavash Sakhavi; Kai Keng Ang; Cuntai Guan (EMBC, 2015)

An ocular artefacts correction method for discriminative EEG analysis based on logistic regression. - Xinyang Li; Cuntai Guan; Kai Keng Ang; Chuanchu Wang; Zhengyang Chin; Haihong Zhang; Choon Guan Lim; Tih Shih Lee (EUSIPCO, 2015)

Towards improvement of MI-BCI performance of subjects with BCI deficiency. - Atieh Bamdadian; Cuntai Guan; Kai Keng Ang; Jianxin Xu 001 (NER, 2015)

Neural representations of movement intentions during brain-controlled self-motion. - Rosa Q. So; Zhiming Xu; Camilo Libedinsky; Kyaw Kyar Toe; Kai Keng Ang; Shih-Cheng Yen; Cuntai Guan (NER, 2015)

Motor cortical adaptation induced by closed-loop BCI. - Zhiming Xu; Cuntai Guan; Rosa Q. So; Kai Keng Ang; Kyaw Kyar Toe (NER, 2015)

Dynamic screening of autistic children in various mental states using pattern of connectivity between brain regions. - Reza Khosrowabadi; Chai Quek; Kai Keng Ang; Abdul Wahab 001; Shen-Hsing Annabel Chen (Appl. Soft Comput., 2015)

Brain-Computer Interface for Neurorehabilitation of Upper Limb After Stroke. - Kai Keng Ang; Cuntai Guan (Proc. IEEE, 2015)

Adaptive decoding using local field potentials in a brain-machine interface. - Rosa Q. So; Camilo Libedinsky; Kai Keng Ang; Wee Chiek Clement Lim; Kyaw Kyar Toe; Cuntai Guan (EMBC, 2016)

ieRSPOP: A novel incremental rough set-based pseudo outer-product with ensemble learning. - Ronald Tor Das; Kai Keng Ang; Chai Quek (Appl. Soft Comput., 2016)

Personalized features for attention detection in children with Attention Deficit Hyperactivity Disorder. - Fatemeh Fahimi; Cuntai Guan; Wooi Boon Goh; Kai Keng Ang; Choon Guan Lim; Tih Shih Lee (EMBC, 2017)

Correlation of reaction time and EEG log bandpower from dry frontal electrodes in a passive fatigue driving simulation experiment. - Ruyi Foong; Kai Keng Ang; Chai Quek (EMBC, 2017)

Reject option to reduce false prediction rates for EEG-motor imagery based BCI. - M. Ganesh Kumar; Kai Keng Ang; Rosa Q. So (EMBC, 2017)

Stop state classification in intracortical brain-machine-interface. - Tze Hui Koh; Camilo Libedinsky; Cuntai Guan; Kai Keng Ang; Rosa Q. So (EMBC, 2017)

Boosting performance in brain-machine interface by classifier-level fusion based on accumulative training models from multi-day data. - Huijuan Yang; Camilo Libedinsky; Cuntai Guan; Kai Keng Ang; Rosa Q. So (EMBC, 2017)

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 (EMBC, 2017)

Binary classification of hand movement directions from EEG using wavelet phase-locking. - Tushar Chouhan; Neethu Robinson; A. Prasad Vinod 001; Kai Keng Ang (SMC, 2017)

Effects of transcranial direct current stimulation on the motor-imagery brain-computer interface for stroke recovery: An EEG source-space study. - Vikram Shenoy Handiru; A. Prasad Vinod 001; Kai Keng Ang; Effie Chew; Cuntai Guan (SMC, 2017)

Facilitating motor imagery-based brain-computer interface for stroke patients using passive movement. - Mahnaz Arvaneh; Cuntai Guan; Kai Keng Ang; Tomás E. Ward; Karen Sui Geok Chua; Christopher Wee Keong Kuah; Gopal Joseph Ephraim Joseph; Kok Soon Phua; Chuanchu Wang (Neural Comput. Appl., 2017)

Discriminative Ocular Artifact Correction for Feature Learning in EEG Analysis. - Xinyang Li; Cuntai Guan; Haihong Zhang; Kai Keng Ang (IEEE Trans. Biomed. Eng., 2017)

A Unified Fisher's Ratio Learning Method for Spatial Filter Optimization. - Xinyang Li; Cuntai Guan; Haihong Zhang; Kai Keng Ang (IEEE Trans. Neural Networks Learn. Syst., 2017)

EEG-based discrimination of different cognitive workload levels from mental arithmetic. - Zheng Yang Chin; Xin Zhang; Chuanchu Wang; Kai Keng Ang (EMBC, 2018)

Data Space Adaptation for Multiclass Motor Imagery-based BCI. - Joshua Giles; Kai Keng Ang; Lyudmila Mihaylova; Mahnaz Arvaneh (EMBC, 2018)

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 002; Reza Khosrowabadi; Ling Zhao 007; Kai Keng Ang; Kok Soon Phua; Fatima Ali Nasrallah; Kai-Hsiang Chuang; Mary C. Stephenson; John J. Totman; et al. (EMBC, 2018)

Quantitative EEG as Biomarkers for the Monitoring of Post-Stroke Motor Recovery in BCI and tDCS Rehabilitation. - Ravikiran Mane; Effie Chew; Kok Soon Phua; Kai Keng Ang; A. Prasad Vinod 001; Cuntai Guan (EMBC, 2018)

Increased Theta Oscillations During Motor Imagery in a Subject with Late-stage ALS. - Rosa Q. So; Tao Yang 014; Kok Soon Phua; Juanhong Yu; Valerie Toh; Wai Hoe Ng; Kai Keng Ang (EMBC, 2018)

Robust Local Field Potential-based Neural Decoding by Actively Selecting Discriminative Channels. - Huijuan Yang; Kai Keng Ang; Camilo Libedinsky; Rosa Q. So (EMBC, 2018)

EEG Channel Selection Based on Correlation Coefficient for Motor Imagery Classification: A Study on Healthy Subjects and ALS Patient. - Tao Yang 014; Kai Keng Ang; Kok Soon Phua; Juanhong Yu; Valerie Toh; Wai Hoe Ng; Rosa Q. So (EMBC, 2018)

Modeling EEG-based Motor Imagery with Session to Session Online Adaptation. - Zhuo Zhang 001; Ruyi Foong; Kok Soon Phua; Chuanchu Wang; Kai Keng Ang (EMBC, 2018)

Spectrum and Phase Adaptive CCA for SSVEP-based Brain Computer Interface. - Zhuo Zhang 001; Chuanchu Wang; Kai Keng Ang; Aung Aung Phyo Wai; Cuntai Guan (EMBC, 2018)

Towards EEG Generation Using GANs for BCI Applications. - Fatemeh Fahimi; Zhuo Zhang 001; Wooi Boon Goh; Kai Keng Ang; Cuntai Guan (BHI, 2019)

Rapid Detection of Inactive Channels during Multi-unit Intracranial Recordings. - Brian Premchand; Kyaw Kyar Toe; Chuanchu Wang; Camilo Libedinsky; Kai Keng Ang; Rosa Q. So (BHI, 2019)

Image-based Motor Imagery EEG Classification using Convolutional Neural Network. - Tao Yang 014; Kok Soon Phua; Juanhong Yu; Thevapriya Selvaratnam; Valerie Toh; Wai Hoe Ng; Kai Keng Ang; Rosa Q. So (BHI, 2019)

A Subject-to-subject Transfer Learning Framework Based on Jensen-Shannon Divergence for Improving Brain-computer Interface. - Joshua Giles; Kai Keng Ang; Lyudmila S. Mihaylova; Mahnaz Arvaneh (ICASSP, 2019)

Weighted Transfer Learning of Dynamic Time Warped Data for Motor Imagery based Brain Computer Interfaces. - Joshua Giles; Kai Keng Ang; Lyudmila Mihaylova; Mahnaz Arvaneh (EMBC, 2020)

EEG-based Emotion Recognition Using Spatial-Temporal Representation via Bi-GRU. - Wai-Cheong Lincoln Lew; Di Wang 004; Katsiaryna Shylouskaya; Zhuo Zhang 001; Joo-Hwee Lim; Kai Keng Ang; Ah-Hwee Tan (EMBC, 2020)

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 (EMBC, 2020)

Prefrontal Cortical Activation While Doing Mindfulness Task: a Pilot Functional Near-Infrared Spectroscopy Study. - Juanhong Yu; Kai Keng Ang; Carol C. Choo; Cyrus S. H. Ho; Roger Ho; Rosa Q. So (EMBC, 2020)

Investigating different stress-relief methods using Electroencephalogram (EEG). - Yuge Zhang; Qin Wang; Zheng Yang Chin; Kai Keng Ang (EMBC, 2020)

Brain-Computer Interface-Based Soft Robotic Glove Rehabilitation for Stroke. - Nicholas Cheng; Kok Soon Phua; Hwa Sen Lai; Pui Kit Tam; Ka Yin Tang; Cheng Kai Kei; Raye Chen-Hua Yeow; Kai Keng Ang; Cuntai Guan; Jeong Hoon Lim (IEEE Trans. Biomed. Eng., 2020)

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; Ning Tang; Effie Chew; Karen Sui Geok Chua; Kai Keng Ang; Chai Quek; Cuntai Guan; Kok Soon Phua; Christopher Wee Keong Kuah; Deshmukh Arun Vishwanath; Lester Hon Lum Yam; Deshan Kumar Rajeswaran (IEEE Trans. Biomed. Eng., 2020)

An Affective Interaction System using Virtual Reality and Brain-Computer Interface. - Zheng Yang Chin; Zhuo Zhang 001; Chuanchu Wang; Kai Keng Ang (EMBC, 2021)

Wireless Multi-sensor Physio-Motion Measurement and Synchronization System and Method for HRI Research. - Chuanchu Wang; Haihong Zhang; Soon Huat Ng; Xiaoqun Zhu; Kai Keng Ang (EMBC, 2021)

FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface. - Ravikiran Mane; Effie Chew; Karen Sui Geok Chua; Kai Keng Ang; Neethu Robinson; A. Prasad Vinod 001; Seong-Whan Lee; Cuntai Guan (CoRR, 2021)

Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface. - Fatemeh Fahimi; Strahinja Dosen; Kai Keng Ang; Natalie Mrachacz-Kersting; Cuntai Guan (IEEE Trans. Neural Networks Learn. Syst., 2021)

Information sparseness in cortical microelectrode channels while decoding movement direction using an artificial neural network. - Brian Premchand; Kyaw Kyar Toe; Chuanchu Wang; Camilo Libedinsky; Kai Keng Ang; Rosa Q. So (EMBC, 2022)

Online Adaptive CNN: a Session-to-session Transfer Learning Approach for Non-stationary EEG. - Shuailei Zhang; Dezhi Zheng; Ning Tang; Effie Chew; Rosary Yuting Lim; Kai Keng Ang; Cuntai Guan (SSCI, 2022)

EEG-Video Emotion-Based Summarization: Learning With EEG Auxiliary Signals. - Wai-Cheong Lincoln Lew; Di Wang 004; Kai Keng Ang; Joo-Hwee Lim; Chai Quek; Ah-Hwee Tan (IEEE Trans. Affect. Comput., 2022)

Brain Criticality EEG analysis for tracking neurodevelopment from Childhood to Adolescence. - Mengjiao Hu; Haihong Zhang; Kai Keng Ang (EMBC, 2023)

Synchronizing Motor Imagery Cue in fNIRS Brain-Computer Interface to reduce confounding effects of respiration. - Brian Premchand; Zhuo Zhang 001; Juanhong Yu; Tao Yang 014; Kai Keng Ang (EMBC, 2023)

Generative sEMG Deep Learning for Early Prediction of Locomotion with Small Training Datasets. - Zhanfeng Huang; Zhiping Lin 001; Haihong Zhang; Chuanchu Wang; Soon Huat Ng; Christina Tang Ka Yin; Kai Keng Ang (IECON, 2023)

Real-Time Privacy Preserving Human Activity Recognition on Mobile using 1DCNN-BiLSTM Deep Learning. - Ishneet Sukhvinder Singh; Pradyoth Kaza; Peter Gregory Hosler IV; Zheng Yang Chin; Kai Keng Ang (IVSP, 2023)

Improving Common Spatial Patterns in Brain-Computer Interface Using Dynamic Time Warping and EEG Normalization. - Mohamed A A Mohamed; Salem Mansour; Payam Soulatiantork; Kai Keng Ang; Kok Soon Phua; Mahnaz Arvaneh (MetroXRAINE, 2023)

Application of EEG-based Passive Mental Fatigue Detection Model to an Active Fatigue Task. - Ling Guo; Wenfei Fang; Chuanchu Wang; Zhuo Zhang 001; Kai Keng Ang (NER, 2023)

Functional activity of the caudate mediates the relation between early childhood microstructural variations and elevated metabolic syndrome scores. - Pei Huang 012; Mya Thway Tint; Marissa Lee; Zhen Ming Ngoh; Peter D. Gluckman; Yap-Seng Chong; Weiping Han; Yu Fu; Caroline Lei Wee; Marielle V. Fortier; Kai Keng Ang; Yung Seng Lee; et al. (NeuroImage, 2023)

Resting-state EEG biomarkers of accelerated intermittent theta burst stimulation treatment for depression: a pilot study. - Ling Guo; Zhuo Zhang 001; Xiao Wei Tan; Koksoon Phua; Chuanchu Wang; Phern Chern Tor; Kai Keng Ang (EMBC, 2024)

STConvSleepNet: A Spatiotemporal Convolutional Network for Sleep Posture Detection. - Dikun Hu; Weidong Gao 003; Kai Keng Ang; Mengjiao Hu; Gang Chuai (EMBC, 2024)

Brain-Computer-Brain system for individualized transcranial alternating current stimulation with concurrent EEG recording: a healthy subject pilot study. - Rosary Yuting Lim; Muyun Jiang; Kai Keng Ang; Xiaohao Lin; Cuntai Guan (EMBC, 2024)

Spike-Weighted Spiking Neural Network with Spiking Long Short-Term Memory: A Biomimetic Approach to Decoding Brain Signals. - Kyle McMillan; Rosa Q. So; Camilo Libedinsky; Kai Keng Ang; Brian Premchand (Algorithms, 2024)

Urban Green Spaces and Mental Well-Being: A Systematic Review of Studies Comparing Virtual Reality versus Real Nature. - Liyuan Liang; Like Gobeawan; Siu-Kit Lau; Ervine Shengwei Lin; Kai Keng Ang (Future Internet, 2024)

Smart Sleep Monitoring: Sparse Sensor-Based Spatiotemporal CNN for Sleep Posture Detection. - Dikun Hu; Weidong Gao 003; Kai Keng Ang; Mengjiao Hu; Gang Chuai; Rong Huang (Sensors, 2024)

CAT-Net: A Co-Adaptive Transfer Learning Network for BCI-Assisted Neurorehabilitation. - Shuailei Zhang; Yi Ding 012; Muyun Jiang; Ning Tang; Effie Chew; Kai Keng Ang; Cuntai Guan (ICASSP, 2025)