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2020 – today
- 2024
[j31]Kyle McMillan
, Rosa Q. So, Camilo Libedinsky, Kai Keng Ang, Brian Premchand:
Spike-Weighted Spiking Neural Network with Spiking Long Short-Term Memory: A Biomimetic Approach to Decoding Brain Signals. Algorithms 17(4): 156 (2024)- [j30]Liyuan Liang, Like Gobeawan, Siu-Kit Lau, Ervine Shengwei Lin, Kai Keng Ang:
Urban Green Spaces and Mental Well-Being: A Systematic Review of Studies Comparing Virtual Reality versus Real Nature. Future Internet 16(6): 182 (2024) - [j29]Dikun Hu, Weidong Gao, Kai Keng Ang, Mengjiao Hu, Gang Chuai, Rong Huang:
Smart Sleep Monitoring: Sparse Sensor-Based Spatiotemporal CNN for Sleep Posture Detection. Sensors 24(15): 4833 (2024) - 2023
- [j28]Pei Huang, 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, Fabian Yap, Johan Gunnar Eriksson, Michael J. Meaney, Ai Peng Tan:
Functional activity of the caudate mediates the relation between early childhood microstructural variations and elevated metabolic syndrome scores. NeuroImage 278: 120273 (2023) - [c105]Mengjiao Hu, Haihong Zhang, Kai Keng Ang:
Brain Criticality EEG analysis for tracking neurodevelopment from Childhood to Adolescence. EMBC 2023: 1-4 - [c104]Brian Premchand, Zhuo Zhang, Juanhong Yu, Tao Yang, Kai Keng Ang:
Synchronizing Motor Imagery Cue in fNIRS Brain-Computer Interface to reduce confounding effects of respiration. EMBC 2023: 1-4 - [c103]Zhanfeng Huang, Zhiping Lin, Haihong Zhang, Chuanchu Wang, Soon Huat Ng, Christina Tang Ka Yin, Kai Keng Ang:
Generative sEMG Deep Learning for Early Prediction of Locomotion with Small Training Datasets. IECON 2023: 1-6 - [c102]Ishneet Sukhvinder Singh, Pradyoth Kaza, Peter Gregory Hosler IV, Zheng Yang Chin, Kai Keng Ang:
Real-Time Privacy Preserving Human Activity Recognition on Mobile using 1DCNN-BiLSTM Deep Learning. IVSP 2023: 18-26 - [c101]Mohamed A A Mohamed, Salem Mansour, Payam Soulatiantork, Kai Keng Ang, Kok Soon Phua, Mahnaz Arvaneh:
Improving Common Spatial Patterns in Brain-Computer Interface Using Dynamic Time Warping and EEG Normalization. MetroXRAINE 2023: 1027-1032 - [c100]Ling Guo, Wenfei Fang, Chuanchu Wang, Zhuo Zhang, Kai Keng Ang:
Application of EEG-based Passive Mental Fatigue Detection Model to an Active Fatigue Task. NER 2023: 1-4 - 2022
- [j27]Wai-Cheong Lincoln Lew, Di Wang, Kai Keng Ang, Joo-Hwee Lim, Chai Quek, Ah-Hwee Tan:
EEG-Video Emotion-Based Summarization: Learning With EEG Auxiliary Signals. IEEE Trans. Affect. Comput. 13(4): 1827-1839 (2022) - [c99]Brian Premchand, Kyaw Kyar Toe, Chuanchu Wang, Camilo Libedinsky, Kai Keng Ang, Rosa Q. So:
Information sparseness in cortical microelectrode channels while decoding movement direction using an artificial neural network. EMBC 2022: 3534-3537 - [c98]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. SSCI 2022: 164-170 - 2021
- [j26]Fatemeh Fahimi, Strahinja Dosen, Kai Keng Ang, Natalie Mrachacz-Kersting, Cuntai Guan:
Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 32(9): 4039-4051 (2021) - [c97]Zheng Yang Chin, Zhuo Zhang, Chuanchu Wang, Kai Keng Ang:
An Affective Interaction System using Virtual Reality and Brain-Computer Interface. EMBC 2021: 6183-6186 - [c96]Chuanchu Wang, Haihong Zhang, Soon Huat Ng, Xiaoqun Zhu, Kai Keng Ang:
Wireless Multi-sensor Physio-Motion Measurement and Synchronization System and Method for HRI Research. EMBC 2021: 7328-7331 - [i1]Ravikiran Mane, Effie Chew, Karen Sui Geok Chua, Kai Keng Ang, Neethu Robinson, A. Prasad Vinod, Seong-Whan Lee, Cuntai Guan:
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface. CoRR abs/2104.01233 (2021) - 2020
- [j25]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:
Assessment of the Efficacy of EEG-Based MI-BCI With Visual Feedback and EEG Correlates of Mental Fatigue for Upper-Limb Stroke Rehabilitation. IEEE Trans. Biomed. Eng. 67(3): 786-795 (2020) - [j24]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:
Brain-Computer Interface-Based Soft Robotic Glove Rehabilitation for Stroke. IEEE Trans. Biomed. Eng. 67(12): 3339-3351 (2020) - [c95]Wai-Cheong Lincoln Lew, Di Wang, Katsiaryna Shylouskaya, Zhuo Zhang, Joo-Hwee Lim, Kai Keng Ang, Ah-Hwee Tan:
EEG-based Emotion Recognition Using Spatial-Temporal Representation via Bi-GRU. EMBC 2020: 116-119 - [c94]Juanhong Yu, Kai Keng Ang, Carol C. Choo, Cyrus SH Ho, Roger Ho, Rosa Q. So:
Prefrontal Cortical Activation While Doing Mindfulness Task: a Pilot Functional Near-Infrared Spectroscopy Study. EMBC 2020: 2905-2908 - [c93]Joshua Giles, Kai Keng Ang, Lyudmila Mihaylova, Mahnaz Arvaneh:
Weighted Transfer Learning of Dynamic Time Warped Data for Motor Imagery based Brain Computer Interfaces. EMBC 2020: 2977-2980 - [c92]Yuge Zhang, Qin Wang, Zheng Yang Chin, Kai Keng Ang:
Investigating different stress-relief methods using Electroencephalogram (EEG). EMBC 2020: 2999-3002 - [c91]Brian Premchand, Kyaw Kyar Toe, Chuanchu Wang, Shoeb Shaikh, Camilo Libedinsky, Kai Keng Ang, Rosa Q. So:
Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network. EMBC 2020: 3007-3010
2010 – 2019
- 2019
- [c90]Fatemeh Fahimi, Zhuo Zhang, Wooi Boon Goh, Kai Keng Ang, Cuntai Guan:
Towards EEG Generation Using GANs for BCI Applications. BHI 2019: 1-4 - [c89]Brian Premchand, Kyaw Kyar Toe, Chuanchu Wang, Camilo Libedinsky, Kai Keng Ang, Rosa Q. So:
Rapid Detection of Inactive Channels during Multi-unit Intracranial Recordings. BHI 2019: 1-4 - [c88]Tao Yang, Kok Soon Phua, Juanhong Yu, Thevapriya Selvaratnam, Valerie Toh, Wai Hoe Ng, Kai Keng Ang, Rosa Q. So:
Image-based Motor Imagery EEG Classification using Convolutional Neural Network. BHI 2019: 1-4 - [c87]Joshua Giles, Kai Keng Ang, Lyudmila S. Mihaylova, Mahnaz Arvaneh:
A Subject-to-subject Transfer Learning Framework Based on Jensen-Shannon Divergence for Improving Brain-computer Interface. ICASSP 2019: 3087-3091 - 2018
- [c86]Zhuo Zhang, Chuanchu Wang, Kai Keng Ang, Aung Aung Phyo Wai, Cuntai Guan:
Spectrum and Phase Adaptive CCA for SSVEP-based Brain Computer Interface. EMBC 2018: 311-314 - [c85]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 J. Totman, Xudong Jiang, Effie Chew, Cuntai Guan, Juan Helen Zhou:
Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke. EMBC 2018: 1050-1053 - [c84]Rosa Q. So, Tao Yang, Kok Soon Phua, Juanhong Yu, Valerie Toh, Wai Hoe Ng, Kai Keng Ang:
Increased Theta Oscillations During Motor Imagery in a Subject with Late-stage ALS. EMBC 2018: 1078-1081 - [c83]Zheng Yang Chin, Xin Zhang, Chuanchu Wang, Kai Keng Ang:
EEG-based discrimination of different cognitive workload levels from mental arithmetic. EMBC 2018: 1984-1987 - [c82]Zhuo Zhang, Ruyi Foong, Kok Soon Phua, Chuanchu Wang, Kai Keng Ang:
Modeling EEG-based Motor Imagery with Session to Session Online Adaptation. EMBC 2018: 1988-1991 - [c81]Huijuan Yang, Kai Keng Ang, Camilo Libedinsky, Rosa Q. So:
Robust Local Field Potential-based Neural Decoding by Actively Selecting Discriminative Channels. EMBC 2018: 1992-1995 - [c80]Tao Yang, Kai Keng Ang, Kok Soon Phua, Juanhong Yu, Valerie Toh, Wai Hoe Ng, Rosa Q. So:
EEG Channel Selection Based on Correlation Coefficient for Motor Imagery Classification: A Study on Healthy Subjects and ALS Patient. EMBC 2018: 1996-1999 - [c79]Joshua Giles, Kai Keng Ang, Lyudmila Mihaylova, Mahnaz Arvaneh:
Data Space Adaptation for Multiclass Motor Imagery-based BCI. EMBC 2018: 2004-2007 - [c78]Ravikiran Mane, Effie Chew, Kok Soon Phua, Kai Keng Ang, A. Prasad Vinod, Cuntai Guan:
Quantitative EEG as Biomarkers for the Monitoring of Post-Stroke Motor Recovery in BCI and tDCS Rehabilitation. EMBC 2018: 3610-3613 - 2017
- [j23]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:
Facilitating motor imagery-based brain-computer interface for stroke patients using passive movement. Neural Comput. Appl. 28(11): 3259-3272 (2017) - [j22]Xinyang Li, Cuntai Guan, Haihong Zhang, Kai Keng Ang:
Discriminative Ocular Artifact Correction for Feature Learning in EEG Analysis. IEEE Trans. Biomed. Eng. 64(8): 1906-1913 (2017) - [j21]Xinyang Li, Cuntai Guan, Haihong Zhang, Kai Keng Ang:
A Unified Fisher's Ratio Learning Method for Spatial Filter Optimization. IEEE Trans. Neural Networks Learn. Syst. 28(11): 2727-2737 (2017) - [c77]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. EMBC 2017: 414-417 - [c76]Huijuan Yang, Camilo Libedinsky, Cuntai Guan, Kai Keng Ang, Rosa Q. So:
Boosting performance in brain-machine interface by classifier-level fusion based on accumulative training models from multi-day data. EMBC 2017: 1922-1925 - [c75]Tze Hui Koh, Camilo Libedinsky, Cuntai Guan, Kai Keng Ang, Rosa Q. So:
Stop state classification in intracortical brain-machine-interface. EMBC 2017: 1926-1929 - [c74]Ruyi Foong, Kai Keng Ang, Chai Quek:
Correlation of reaction time and EEG log bandpower from dry frontal electrodes in a passive fatigue driving simulation experiment. EMBC 2017: 2482-2485 - [c73]Juanhong Yu, Kai Keng Ang, Su Hui Ho, Angelia Sia, Roger Ho:
Prefrontal cortical activation while viewing urban and garden scenes: A pilot fNIRS study. EMBC 2017: 2546-2549 - [c72]M. Ganesh Kumar, Kai Keng Ang, Rosa Q. So:
Reject option to reduce false prediction rates for EEG-motor imagery based BCI. EMBC 2017: 2964-2967 - [c71]Tushar Chouhan, Neethu Robinson, A. Prasad Vinod, Kai Keng Ang:
Binary classification of hand movement directions from EEG using wavelet phase-locking. SMC 2017: 264-269 - [c70]Vikram Shenoy Handiru, A. Prasad Vinod, 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. SMC 2017: 2322-2327 - 2016
- [j20]Ronald Tor Das, Kai Keng Ang, Chai Quek:
ieRSPOP: A novel incremental rough set-based pseudo outer-product with ensemble learning. Appl. Soft Comput. 46: 170-186 (2016) - [c69]Rosa Q. So, Camilo Libedinsky, Kai Keng Ang, Wee Chiek Clement Lim, Kyaw Kyar Toe, Cuntai Guan:
Adaptive decoding using local field potentials in a brain-machine interface. EMBC 2016: 5721-5724 - 2015
- [j19]Reza Khosrowabadi, Chai Quek, Kai Keng Ang, Abdul Wahab, Shen-Hsing Annabel Chen:
Dynamic screening of autistic children in various mental states using pattern of connectivity between brain regions. Appl. Soft Comput. 32: 335-346 (2015) - [j18]Kai Keng Ang, Cuntai Guan:
Brain-Computer Interface for Neurorehabilitation of Upper Limb After Stroke. Proc. IEEE 103(6): 944-953 (2015) - [c68]Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang:
Spatial filter subspace optimization based on mutual information. ICICS 2015: 1-5 - [c67]Zong Xuan Tan, Ruyi Foong, Kai Keng Ang:
Determining mechanical and electromyographical reaction time in a BCI driving fatigue experiment. ICICS 2015: 1-5 - [c66]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, Effie Chew:
A measurement of motor recovery for motor imagery-based BCI using EEG coherence analysis. ICICS 2015: 1-5 - [c65]Gabriel Chew, Kai Keng Ang, Rosa Q. So, Zhiming Xu, Cuntai Guan:
Combining firing rate and spike-train synchrony features in the decoding of motor cortical activity. EMBC 2015: 1091-1094 - [c64]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. EMBC 2015: 2620-2623 - [c63]Ruyi Foong, Kai Keng Ang, Chai Quek, Cuntai Guan, Aung Aung Phyo Wai:
An analysis on driver drowsiness based on reaction time and EEG band power. EMBC 2015: 7982-7985 - [c62]Xinyang Li, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Zhengyang Chin, Haihong Zhang, Choon Guan Lim, Tih Shih Lee:
An ocular artefacts correction method for discriminative EEG analysis based on logistic regression. EUSIPCO 2015: 2731-2735 - [c61]Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu:
Towards improvement of MI-BCI performance of subjects with BCI deficiency. NER 2015: 17-20 - [c60]Zhiming Xu, Cuntai Guan, Rosa Q. So, Kai Keng Ang, Kyaw Kyar Toe:
Motor cortical adaptation induced by closed-loop BCI. NER 2015: 21-24 - [c59]Rosa Q. 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. NER 2015: 228-231 - 2014
- [j17]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Mutual information-based optimization of sparse spatio-spectral filters in brain-computer interface. Neural Comput. Appl. 25(3-4): 625-634 (2014) - [j16]Reza Khosrowabadi, Chai Quek, Kai Keng Ang, Abdul Wahab:
ERNN: A Biologically Inspired Feedforward Neural Network to Discriminate Emotion From EEG Signal. IEEE Trans. Neural Networks Learn. Syst. 25(3): 609-620 (2014) - [c58]Cuntai Guan, Huijuan Yang, Kai Keng Ang, Kok Soon Phua, Juanhong Yu, Chuanchu Wang, Karen Sui Geok Chua, Effie Chew:
Brain-computer interface for neurorehabilitation: Looking beyond upper limbs. BCI 2014: 1 - [c57]Huijuan Yang, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang:
Selection of effective EEG channels in brain computer interfaces based on inconsistencies of classifiers. EMBC 2014: 672-675 - [c56]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. EMBC 2014: 1310-1313 - [c55]Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Sim Heng Ong:
Spatial filter adaptation based on the divergence framework for motor imagery EEG classification. EMBC 2014: 1847-1850 - [c54]Kai Keng Ang, Juanhong Yu, Cuntai Guan:
Single-trial classification of NIRS data from prefrontal cortex during working memory tasks. EMBC 2014: 2008-2011 - [c53]Juanhong Yu, Kai Keng Ang, Huijuan Yang, Cuntai Guan:
Cortical activation of passive hand movement using Haptic Knob: A preliminary multi-channel fNIRS study. EMBC 2014: 2097-2100 - [c52]Zhiming Xu, Rosa Q. So, Kyaw Kyar Toe, Kai Keng Ang, Cuntai Guan:
On the asynchronously continuous control of mobile robot movement by motor cortical spiking activity. EMBC 2014: 3049-3052 - [c51]Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Sim Heng Ong:
Spatial filter adaptation based on geodesic-distance for motor EEG classification. IJCNN 2014: 3859-3864 - [c50]Huijuan Yang, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang:
Quality assessment of EEG signals based on statistics of signal fluctuations. SMC 2014: 1853-1857 - 2013
- [j15]Kai Keng Ang, Cuntai Guan:
Brain-Computer Interface in Stroke Rehabilitation. J. Comput. Sci. Eng. 7(2): 139-146 (2013) - [j14]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
EEG Data Space Adaptation to Reduce Intersession Nonstationarity in Brain-Computer Interface. Neural Comput. 25(8): 2146-2171 (2013) - [j13]Xinyang Li, Haihong Zhang, Cuntai Guan, Sim Heng Ong, Kai Keng Ang, Yaozhang Pan:
Discriminative Learning of Propagation and Spatial Pattern for Motor Imagery EEG Analysis. Neural Comput. 25(10): 2709-2733 (2013) - [j12]Neethu Robinson, A. Prasad Vinod, Kai Keng Ang, Keng Peng Tee, Cuntai Guan:
EEG-Based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm. IEEE Trans. Biomed. Eng. 60(8): 2123-2132 (2013) - [j11]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 24(4): 610-619 (2013) - [c49]Xinyang Li, Sim Heng Ong, Yaozhang Pan, Kai Keng Ang:
Connectivity pattern modeling of motor imagery EEG. CCMB 2013: 94-100 - [c48]Xinyang Li, Sim Heng Ong, Yaozhang Pan, Kai Keng Ang:
Spatial filter design based on re-estimated projection matrices. CCMB 2013: 115-121 - [c47]Zhiming Xu, Kai Keng Ang, Cuntai Guan, Huynh Thai Hoa:
Neural representation and identification of reaching targets by spike trains in motor cortex. CCMB 2013: 130-137 - [c46]Zhengyang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan:
Navigation in a virtual environment using multiclass motor imagery Brain-Computer Interface. CCMB 2013: 152-157 - [c45]Longjiang Zhou, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Cuntai Guan:
A novel hand strength assessment method integrated into haptic knob for stroke rehabilitation. CIRAT 2013: 1-4 - [c44]Sau Wai Tung, Cuntai Guan, Kai Keng Ang, Kok Soon 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. EMBC 2013: 261-264 - [c43]Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Christina Tang Ka Yin, Longjiang Zhou:
Feature consistency-based model adaptation in session-to-session classification: A study using motor imagery of swallow EEG signals. EMBC 2013: 429-432 - [c42]Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu:
Improving session-to-session transfer performance of motor imagery-based BCI using adaptive extreme learning machine. EMBC 2013: 2188-2191 - [c41]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. EMBC 2013: 2780-2783 - [c40]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:
A clinical study of motor imagery BCI performance in stroke by including calibration data from passive movement. EMBC 2013: 6603-6606 - [c39]Zhiming Xu, Kai Keng Ang, Cuntai Guan:
Neural decoding of movement targets by unsorted spike trains. ICASSP 2013: 954-958 - [c38]Xinyang Li, Haihong Zhang, Cuntai Guan, S. H. Ong, Yaozhang Pan, Kai Keng Ang:
Joint spatial-temporal filter design for analysis of motor imagery EEG. ICASSP 2013: 978-982 - [c37]Huijuan Yang, Cuntai Guan, Chuanchu Wang, Kai Keng Ang:
Maximum dependency and minimum redundancy-based channel selection for motor imagery of walking EEG signal detection. ICASSP 2013: 1187-1191 - [c36]Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jian-Xin Xu, Tong Heng Lee:
Error entropy based adaptive kernel classification for non-stationary EEG analysis. ICASSP 2013: 1232-1236 - 2012
- [j10]Kai Keng Ang, Chai Quek:
Supervised Pseudo Self-Evolving Cerebellar algorithm for generating fuzzy membership functions. Expert Syst. Appl. 39(3): 2279-2287 (2012) - [j9]Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan:
Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs. Pattern Recognit. 45(6): 2137-2144 (2012) - [c35]Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu:
Online semi-supervised learning with KL distance weighting for Motor Imagery-based BCI. EMBC 2012: 2732-2735 - [c34]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Omitting the intra-session calibration in EEG-based brain computer interface used for stroke rehabilitation. EMBC 2012: 4124-4127 - [c33]Kai Keng Ang, Cuntai Guan, Kok Soon 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. EMBC 2012: 4128-4131 - [c32]Juanghong Yu, Yaozhang Pan, Kai Keng Ang, Cuntai Guan, Darren J. Leamy:
Prefrontal cortical activation during arithmetic processing differentiated by cultures: A preliminary fNIRS study. EMBC 2012: 4716-4719 - [c31]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. ICASSP 2012: 569-572 - [c30]Dong Huang, Haihong Zhang, Kai Keng Ang, Cuntai Guan, Yaozhang Pan, Chuanchu Wang, Juanhong Yu:
Fast emotion detection from EEG using asymmetric spatial filtering. ICASSP 2012: 589-592 - [c29]Kai Keng Ang, Juanhong Yu, Cuntai Guan:
Extracting effective features from high density nirs-based BCI for assessing numerical cognition. ICASSP 2012: 2233-2236 - [c28]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Multi-frequency band common spatial pattern with sparse optimization in Brain-Computer Interface. ICASSP 2012: 2541-2544 - [c27]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. ICPR 2012: 2169-2172 - [c26]Kai Keng Ang, Juanhong Yu, Cuntai Guan:
Extracting and selecting discriminative features from high density NIRS-based BCI for numerical cognition. IJCNN 2012: 1-6 - [c25]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Robust EEG channel selection across sessions in brain-computer interface involving stroke patients. IJCNN 2012: 1-6 - [c24]Dong Huang, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Yaozhang Pan:
Asymmetric Spatial Pattern for EEG-based emotion detection. IJCNN 2012: 1-7 - [c23]Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jian-Xin Xu, Tong Heng Lee:
Dynamically Weighted Classification with Clustering to tackle non-stationarity in Brain computer Interfacing. IJCNN 2012: 1-6 - [c22]Yaozhang Pan, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Huijuan Yang, Dong Huang, Shih-Hui Lim:
Seizure detection based on spatiotemporal correlation and frequency regularity of scalp EEG. IJCNN 2012: 1-7 - [c21]Neethu Robinson, A. Prasad Vinod, Cuntai Guan, Kai Keng Ang, Keng Peng Tee:
A modified Wavelet-Common Spatial Pattern method for decoding hand movement directions in brain computer interfaces. IJCNN 2012: 1-5 - [c20]Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Juanhong Yu:
Dynamic initiation and dual-tree complex wavelet feature-based classification of motor imagery of swallow EEG signals. IJCNN 2012: 1-6 - 2011
- [j8]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI. IEEE Trans. Biomed. Eng. 58(6): 1865-1873 (2011) - [j7]Haihong Zhang, Zhengyang Chin, Kai Keng Ang, Cuntai Guan, Chuanchu Wang:
Optimum Spatio-Spectral Filtering Network for Brain-Computer Interface. IEEE Trans. Neural Networks 22(1): 52-63 (2011) - [c19]Neethu Robinson, A. Prasad Vinod, Cuntai Guan, Kai Keng Ang, Keng Peng Tee:
A Wavelet-CSP method to classify hand movement directions in EEG based BCI system. ICICS 2011: 1-5 - [c18]Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan:
Composite Filter Bank Common Spatial Pattern for motor imagery-based Brain-Computer Interface. CCMB 2011: 101-105 - [c17]Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Kok Soon Phua, Adrian Hock Guan Tan, Zheng Yang Chin:
Calibrating EEG-based motor imagery brain-computer interface from passive movement. EMBC 2011: 4199-4202 - [c16]Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Hiok Chai Quek:
Spatially sparsed Common Spatial Pattern to improve BCI performance. ICASSP 2011: 2412-2415 - [c15]Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu:
Real coded GA-based SVM for motor imagery classification in a Brain-Computer Interface. ICCA 2011: 1355-1359 - [c14]Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan:
Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning. IJCNN 2011: 392-396 - [c13]Reza Khosrowabadi, Chai Quek, Kai Keng Ang, Sau Wai Tung, Michel Heijnen:
A Brain-Computer Interface for classifying EEG correlates of chronic mental stress. IJCNN 2011: 757-762 - [c12]Zhengyang Chin, Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Haihong Zhang:
Filter Bank Feature Combination (FBFC) approach for brain-computer interface. IJCNN 2011: 1352-1357 - 2010
- [c11]Ronald Tor Das, Kai Keng Ang, Chai Quek:
A synergy of econometrics and computational methods (GARCH-RNFS) for volatility forecasting. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c10]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. ICPR 2010: 3764-3767 - [c9]Haihong Zhang, Cuntai Guan, Kai Keng Ang:
An Information Theoretic Linear Discriminant Analysis Method. ICPR 2010: 4182-4185 - [c8]Reza Khosrowabadi, Hiok Chai Quek, Abdul Wahab, Kai Keng Ang:
EEG-based Emotion Recognition Using Self-Organizing Map for Boundary Detection. ICPR 2010: 4242-4245 - [c7]Kai Keng Ang, Cuntai Guan, Kerry Lee, Jie Qi Lee, Shoko Nioka, Britton Chance:
Application of rough set-based neuro-fuzzy system in NIRS-based BCI for assessing numerical cognition in classroom. IJCNN 2010: 1-7 - [c6]Sidath Ravindra Liyanage, Jian-Xin Xu, Cuntai Guan, Kai Keng Ang, Tong Heng Lee:
EEG signal separation for multi-class motor imagery using common spatial patterns based on Joint Approximate Diagonalization. IJCNN 2010: 1-6
2000 – 2009
- 2009
- [j6]Kavitha P. Thomas, Cuntai Guan, Chiew Tong Lau, A. Prasad Vinod, Kai Keng Ang:
A New Discriminative Common Spatial Pattern Method for Motor Imagery Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 56(11): 2730-2733 (2009) - [c5]Reza Khosrowabadi, Abdul Wahab, Kai Keng Ang, Mohammad H. Baniasad:
Affective computation on EEG correlates of emotion from musical and vocal stimuli. IJCNN 2009: 1590-1594 - [c4]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. ISCAS 2009: 1465-1468 - [r1]Kai Keng Ang, Chai Quek:
Rough Set-Based Neuro-Fuzzy System. Encyclopedia of Artificial Intelligence 2009: 1396-1403 - 2008
- [b1]Kai Keng Ang:
Rough set-based neuro-fuzzy system. Nanyang Technological University, Singapore, 2008 - [c3]Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan:
Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface. IJCNN 2008: 2390-2397 - 2006
- [j5]Kai Keng Ang, Chai Quek:
Stock Trading Using RSPOP: A Novel Rough Set-Based Neuro-Fuzzy Approach. IEEE Trans. Neural Networks 17(5): 1301-1315 (2006) - [c2]Kai Keng Ang, Chai Quek:
Rough set-based neuro-fuzzy system. IJCNN 2006: 742-749 - 2005
- [j4]Kai Keng Ang, Hiok Chai Quek:
RSPOP: Rough Set-Based Pseudo Outer-Product Fuzzy Rule Identification Algorithm. Neural Comput. 17(1): 205-243 (2005) - [c1]Kai Keng Ang, Chai Quek:
Stock trading using PSEC and RSPOP: a novel evolving rough set-based neuro-fuzzy approach. Congress on Evolutionary Computation 2005: 1032-1039 - 2003
- [j3]Kai Keng Ang, Hiok Chai Quek, Michel Pasquier:
POPFNN-CRI(S): pseudo outer product based fuzzy neural network using the compositional rule of inference and singleton fuzzifier. IEEE Trans. Syst. Man Cybern. Part B 33(6): 838-849 (2003) - 2002
- [j2]Kai Keng Ang, Hiok Chai Quek, Abdul Wahab:
MCMAC-CVT: a novel on-line associative memory based CVT transmission control system. Neural Networks 15(1): 219-236 (2002) - 2000
- [j1]Kai Keng Ang, Hiok Chai Quek:
Improved MCMAC with momentum, neighborhood, and averaged trapezoidal output. IEEE Trans. Syst. Man Cybern. Part B 30(3): 491-500 (2000)
Coauthor Index
[c98] [j26] [i1] [j25] [j24] [c90] [c86] [c85] [c78] [j23] [j22] [j21] [c77] [c76] [c75] [c70] [c69] [j18] [c68] [c66] [c65] [c64] [c63] [c62] [c61] [c60] [c59] [j17] [c58] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [j15] [j14] [j13] [j12] [j11] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [j9] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [j8] [j7] [c19] [c18] [c17] [c16] [c15] [c14] [c12] [c10] [c9] [c7] [c6] [j6] [c4] [c3]
Hiok Chai Quek
aka: Chai Quek
aka: Chai Quek
Juanhong Yu
aka: Juanghong Yu
aka: Juanghong Yu
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