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Cuntai Guan
Cuntai Guan
President's Chair Professor, CCDS, Nanyang Technological University
Verified email at ntu.edu.sg - Homepage
Title
Cited by
Cited by
Year
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI
E Tjoa, C Guan
IEEE Transactions on Neural Networks and Learning Systems 32 (11), 4793 - 4813, 2021
15622021
Filter bank common spatial pattern (FBCSP) in brain-computer interface
KK Ang, ZY Chin, H Zhang, C Guan
2008 IEEE international joint conference on neural networks (IJCNN), IEEE†…, 2008
15082008
Filter bank common spatial pattern algorithm on BCI competition iv datasets 2a and 2b
KK Ang, ZY Chin, C Wang, C Guan, H Zhang
Frontiers in Neuroscience 6 (39), 2012
11702012
Regularizing common spatial patterns to improve BCI designs: unified theory and new algorithms
F Lotte, C Guan
IEEE Transactions on biomedical Engineering 58 (2), 355-362, 2010
11342010
Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain–computer interface
R Sitaram, H Zhang, C Guan, M Thulasidas, Y Hoshi, A Ishikawa, K Shimizu, N ...
NeuroImage 34, 1416-1427, 2007
7352007
A randomized controlled trial of EEG-based motor imagery brain-computer interface robotic rehabilitation for stroke
KK Ang, KSG Chua, KS Phua, C Wang, ZY Chin, CWK Kuah, W Low, ...
Clinical EEG and Neuroscience 46 (4), 1-11, 2015
5882015
Learning Temporal Information for Brain-Computer Interface using Convolutional Neural Networks
S Sakhavi, C Guan, S Yan
IEEE Transactions on Neural Networks and Learning Systems 29 (11), 5619-5629, 2018
5442018
A brain controlled wheelchair to navigate in familiar environments
B Rebsamen, C Guan, H Zhang, C Wang, C Teo, MH Ang, E Burdet
IEEE Transactions on Neural Systems and Rehabilitation Engineering 18 (6†…, 2010
5252010
Optimizing the channel selection and classification accuracy in EEG-based BCI
M Arvaneh, C Guan, KK Ang, C Quek
IEEE Transactions on Biomedical Engineering 58 (6), 1865-1873, 2011
4642011
An EEG-based BCI system for 2-D cursor control by combining Mu/Beta rhythm and P300 potential
Y Li, J Long, T Yu, Z Yu, C Wang, H Zhang, C Guan
IEEE Transactions on Biomedical Engineering 57 (10), 2495-2505, 2010
3652010
Brain-computer interface-based robotic end effector system for wrist and hand rehabilitation: results of a three-armed randomized controlled trial for chronic stroke
KK Ang, C Guan, KS Phua, C Wang, L Zhou, KY Tang, GJE Joseph, ...
Frontiers in Neuroengineering 7, 2014
3642014
Robust classification of EEG signal for brain-computer interface
M Thulasidas, C Guan, J Wu
IEEE Transactions on Neural Systems and Rehabilitation Engineering 14 (1), 24-29, 2006
3642006
Controlling a wheelchair indoors using thought
B Rebsamen, E Burdet, C Guan, H Zhang, CL Teo, Q Zeng, C Laugier, ...
IEEE intelligent systems 22 (2), 18-24, 2007
3552007
Time-Series Representation Learning via Temporal and Contextual Contrasting
E Eldele, M Ragab, Z Chen, M Wu, CK Kwoh, X Li, C Guan
Thirtieth International Joint Conference on Artificial Intelligence (IJCAI†…, 2021
3332021
A new discriminative common spatial pattern method for motor imagery brain–computer interfaces
KP Thomas, C Guan, CT Lau, AP Vinod, KK Ang
IEEE transactions on biomedical engineering 56 (11), 2730-2733, 2009
3322009
Regularized common spatial pattern with aggregation for EEG classification in small-sample setting
H Lu, HL Eng, C Guan, KN Plataniotis, AN Venetsanopoulos
IEEE transactions on Biomedical Engineering 57 (12), 2936-2946, 2010
3312010
A large clinical study on the ability of stroke patients to use an EEG-based motor imagery brain-computer interface
KK Ang, C Guan, KSG Chua, BT Ang, CWK Kuah, C Wang, KS Phua, ...
Clinical EEG and Neuroscience 42 (4), 253-258, 2011
3282011
An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG
E Eldele, Z Chen, C Liu, M Wu, CK Kwoh, X Li, C Guan
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 809-818, 2021
3262021
A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration
L Bi, AG Feleke, C Guan
Biomedical Signal Processing and Control 51, 113-127, 2019
3202019
A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller system
Y Li, C Guan, H Li, Z Chin
Pattern Recognition Letters 29 (9), 1285-1294, 2008
3152008
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