| Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network K Zhang, N Robinson, SW Lee, C Guan Neural Networks 136, 1-10, 2021 | 255 | 2021 |
| Tsception: Capturing temporal dynamics and spatial asymmetry from EEG for emotion recognition Y Ding, N Robinson, S Zhang, Q Zeng, C Guan IEEE Transactions on Affective Computing 14 (3), 2238-2250, 2022 | 176 | 2022 |
| FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface R Mane, E Chew, K Chua, KK Ang, N Robinson, AP Vinod, SW Lee, ... arXiv preprint arXiv:2104.01233, 2021 | 158 | 2021 |
| EEG-based classification of fast and slow hand movements using wavelet-CSP algorithm N Robinson, AP Vinod, KK Ang, KP Tee, CT Guan IEEE Transactions on Biomedical Engineering 60 (8), 2123-2132, 2013 | 143 | 2013 |
| TSception: A Deep Learning Framework for Emotion Detection Using EEG Y Ding, N Robinson, Q Zeng, D Chen, AAP Wai, TS Lee, C Guan arXiv preprint arXiv:2004.02965, 2020 | 110 | 2020 |
| A Multi-view CNN with Novel Variance Layer for Motor Imagery Brain Computer Interface R Mane, N Robinson, AP Vinod, SW Lee, C Guan 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 105 | 2020 |
| LGGNet: Learning from local-global-graph representations for brain–computer interface Y Ding, N Robinson, C Tong, Q Zeng, C Guan IEEE Transactions on Neural Networks and Learning Systems, 2023 | 91 | 2023 |
| Prognostic and Monitory EEG-Biomarkers for BCI Upper-Limb Stroke Rehabilitation R Mane, E Chew, KS Phua, KK Ang, N Robinson, AP Vinod, C Guan IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (8 …, 2019 | 91 | 2019 |
| Multi-class EEG classification of voluntary hand movement directions N Robinson, C Guan, AP Vinod, KK Ang, KP Tee Journal of neural engineering 10 (5), 056018, 2013 | 76 | 2013 |
| Emerging trends in BCI-robotics for motor control and rehabilitation N Robinson, R Mane, T Chouhan, C Guan Current Opinion in Biomedical Engineering 20, 100354, 2021 | 71 | 2021 |
| Adaptive estimation of hand movement trajectory in an EEG based brain–computer interface system N Robinson, C Guan, AP Vinod Journal of neural engineering 12 (6), 066019, 2015 | 48 | 2015 |
| Noninvasive Brain-Computer Interface: Decoding Arm Movement Kinematics and Motor Control N Robinson, AP Vinod IEEE Systems, Man, and Cybernetics Magazine 2 (4), 4-16, 2016 | 43 | 2016 |
| Wavlet phase-locking based binary classification of hand movement directions from EEG T Chouhan, N Robinson, AP Vinod, KK Ang, C Guan Journal of neural engineering 15 (6), 066008, 2018 | 37 | 2018 |
| A Wavelet-CSP method to classify hand movement directions in EEG based BCI system N Robinson, AP Vinod, C Guan, KK Ang, TK Peng 2011 8th International Conference on Information, Communications & Signal …, 2011 | 31 | 2011 |
| EEG Representation in Deep Convolutional Neural Networks for Classification of Motor Imagery N Robinson, SW Lee, C Guan 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019 | 29 | 2019 |
| A Comparative Study of Mental States in 2D and 3D Virtual Environments Using EEG P Bilgin, K Agres, N Robinson, AAP Wai, C Guan 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019 | 29 | 2019 |
| Real-time subject-independent pattern classification of overt and covert movements from fNIRS signals N Robinson, AD Zaidi, M Rana, VA Prasad, C Guan, N Birbaumer, ... PloS one 11 (7), e0159959, 2016 | 26 | 2016 |
| Real-time subject-independent pattern classification of overt and covert movements from fNIRS signals N Robinson, AD Zaidi, M Rana, VA Prasad, C Guan, N Birbaumer, ... PloS one 11 (7), e0159959, 2016 | 26 | 2016 |
| Bi-directional imagined hand movement classification using low cost EEG-based BCI N Robinson, AP Vinod 2015 IEEE International Conference on Systems, Man, and Cybernetics, 3134-3139, 2015 | 26 | 2015 |
| Use of Mobile EEG in Decoding Hand Movement Speed and Position N Robinson, TWJ Chester, KG Smitha IEEE Transactions on Human-Machine Systems 51 (2), 120-129, 2021 | 25 | 2021 |
Cuntai GuanPresident's Chair Professor, CCDS, Nanyang Technological UniversityVerified email at ntu.edu.sg
