Automatic seizure detection based on S-transform and deep convolutional neural network G Liu, W Zhou, M Geng International journal of neural systems 30 (04), 1950024, 2020 | 81 | 2020 |
Epileptic seizure detection based on stockwell transform and bidirectional long short-term memory M Geng, W Zhou, G Liu, C Li, Y Zhang IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (3 …, 2020 | 74 | 2020 |
Seizure onset detection using empirical mode decomposition and common spatial pattern C Li, W Zhou, G Liu, Y Zhang, M Geng, Z Liu, S Wang, W Shang IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 458-467, 2021 | 58 | 2021 |
ECG quality assessment based on hand-crafted statistics and deep-learned S-transform spectrogram features G Liu, X Han, L Tian, W Zhou, H Liu Computer Methods and Programs in Biomedicine 208, 106269, 2021 | 44 | 2021 |
Patient-independent seizure detection based on channel-perturbation convolutional neural network and bidirectional long short-term memory G Liu, L Tian, W Zhou International journal of neural systems 32 (06), 2150051, 2022 | 34 | 2022 |
An efficient and accurate iris recognition algorithm based on a novel condensed 2-ch deep convolutional neural network G Liu, W Zhou, L Tian, W Liu, Y Liu, H Xu Sensors 21 (11), 3721, 2021 | 21 | 2021 |
Multiscale time-frequency method for multiclass motor imagery brain computer interface G Liu, L Tian, W Zhou Computers in Biology and Medicine 143, 105299, 2022 | 19 | 2022 |
Human attention-guided explainable AI for object detection G Liu, J Zhang, AB Chan, J Hsiao Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45), 2023 | 9 | 2023 |
Self-attention-based convolutional neural network and time-frequency common spatial pattern for enhanced motor imagery classification R Zhang, G Liu, Y Wen, W Zhou Journal of Neuroscience Methods 398, 109953, 2023 | 5 | 2023 |
Humans vs. AI in detecting vehicles and humans in driving scenarios A Yang, G Liu, Y Chen, R Qi, J Zhang, J Hsiao Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45), 2023 | 4 | 2023 |
EEG-based familiar and unfamiliar face classification using differential entropy feature G Liu, D Zhang, L Tian, W Zhou 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS), 1-3, 2021 | 4 | 2021 |
Motor Imagery EEG Classification with Self-attention-based Convolutional Neural Network R Zhang#, G Liu#, M Su, N Zhang, C Chen, D Lv, F Peng, W Zhou 2022 7th International Conference on Intelligent Informatics and Biomedical …, 2022 | 3 | 2022 |
Human attention-guided explainable artificial intelligence for computer vision models G Liu, J Zhang, AB Chan, JH Hsiao arXiv preprint arXiv:2305.03601, 2023 | 2 | 2023 |
MartMi-BCI: A matlab-based real-time motor imagery brain-computer interface platform G Liu, JH Hsiao, W Zhou, L Tian SoftwareX 22, 101371, 2023 | 2 | 2023 |
Automatic Seizure Detection Based on Stockwell Transform and Transformer X Zhong, G Liu, X Dong, C Li, H Li, H Cui, W Zhou Sensors 24 (1), 77, 2023 | 1 | 2023 |
Cosine convolutional neural network and its application for seizure detection G Liu, L Tian, Y Wen, W Yu, W Zhou Neural Networks 174, 106267, 2024 | | 2024 |
Epileptic Seizure Prediction Using Spatiotemporal Feature Fusion on EEG D Ji, L He, X Dong, H Li, X Zhong, G Liu, W Zhou International Journal of Neural Systems, 2024 | | 2024 |
EEG-Based Familiar and Unfamiliar Face Classification Using Filter-Bank Differential Entropy Features G Liu, Y Wen, JH Hsiao, D Zhang, L Tian, W Zhou IEEE Transactions on Human-Machine Systems, 2023 | | 2023 |
An improved vocoder algorithm based on music harmonics and time sampling Q Meng#, G Liu#, L Tian, M Zeng, X Lu, J Yan Applied Acoustics 205, 109288, 2023 | | 2023 |