Investigating Critical Frequency Bands and Channels for EEG-based Emotion Recognition with Deep Neural Networks WL Zheng, BL Lu IEEE Transactions on Autonomous Mental Development 7 (3), 162-175, 2015 | 1764 | 2015 |
Identifying stable patterns over time for emotion recognition from EEG WL Zheng, JY Zhu, BL Lu IEEE transactions on affective computing 10 (3), 417-429, 2017 | 804 | 2017 |
Emotionmeter: A multimodal framework for recognizing human emotions WL Zheng, W Liu, Y Lu, BL Lu, A Cichocki IEEE transactions on cybernetics 49 (3), 1110-1122, 2018 | 727 | 2018 |
EEG-based emotion classification using deep belief networks WL Zheng, JY Zhu, Y Peng, BL Lu 2014 IEEE international conference on multimedia and expo (ICME), 1-6, 2014 | 407 | 2014 |
Emotion recognition using multimodal deep learning W Liu, WL Zheng, BL Lu Neural Information Processing: 23rd International Conference, ICONIP 2016 …, 2016 | 325 | 2016 |
A Multimodal Approach to Estimating Vigilance Using EEG and Forehead EOG WL Zheng, BL Lu Journal of Neural Engineering 14 (2), 026017, 2017 | 289 | 2017 |
Multimodal emotion recognition using EEG and eye tracking data WL Zheng, BN Dong, BL Lu 2014 36th annual international conference of the IEEE engineering in …, 2014 | 263 | 2014 |
Combining Eye Movements and EEG to Enhance Emotion Recognition Y Lu, WL Zheng, B Li, BL Lu the International Joint Conference on Artificial Intelligence, 2015 | 237 | 2015 |
Personalizing EEG-based Affective Models with Transfer Learning WL Zheng, BL Lu International Joint Conference on Artificial Intelligence (IJCAI), 2732-2739, 2016 | 221 | 2016 |
Comparing recognition performance and robustness of multimodal deep learning models for multimodal emotion recognition W Liu, JL Qiu, WL Zheng, BL Lu IEEE Transactions on Cognitive and Developmental Systems 14 (2), 715-729, 2021 | 182 | 2021 |
Emotion recognition using multimodal residual LSTM network J Ma, H Tang, WL Zheng, BL Lu Proceedings of the 27th ACM international conference on multimedia, 176-183, 2019 | 178 | 2019 |
Multimodal emotion recognition using deep neural networks H Tang, W Liu, WL Zheng, BL Lu Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 153 | 2017 |
Investigating EEG-based functional connectivity patterns for multimodal emotion recognition X Wu, WL Zheng, Z Li, BL Lu Journal of neural engineering 19 (1), 016012, 2022 | 147 | 2022 |
Multi-view emotion recognition using deep canonical correlation analysis JL Qiu, W Liu, BL Lu Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018 | 140 | 2018 |
EEG-based emotion recognition using hierarchical network with subnetwork nodes Y Yang, QMJ Wu, WL Zheng, BL Lu IEEE Transactions on Cognitive and Developmental Systems 10 (2), 408-419, 2017 | 140 | 2017 |
Cross-subject emotion recognition using deep adaptation networks H Li, YM Jin, WL Zheng, BL Lu Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018 | 136 | 2018 |
EOG-based Drowsiness Detection Using Convolutional Neural Networks X Zhu, WL Zheng, BL Lu, X Chen, S Chen, C Wang Neural Networks (IJCNN), 2014 International Joint Conference on, 2014 | 121 | 2014 |
Driving Fatigue Detection with Fusion of EEG and Forehead EOG XQ Huo, WL Zheng, BL Lu International Joint Conference on Neural Networks, 2016 | 91 | 2016 |
Vigilance estimation using a wearable EOG device in real driving environment WL Zheng, K Gao, G Li, W Liu, C Liu, JQ Liu, G Wang, BL Lu IEEE Transactions on Intelligent Transportation Systems 21 (1), 170-184, 2019 | 86 | 2019 |
Reducing the subject variability of EEG signals with adversarial domain generalization BQ Ma, H Li, WL Zheng, BL Lu Neural Information Processing: 26th International Conference, ICONIP 2019 …, 2019 | 80 | 2019 |