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Guoyang Liu
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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
852020
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
782020
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
602021
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
462021
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
372022
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
232022
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
222021
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
132023
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
92023
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
62023
Human attention guided explainable artificial intelligence for computer vision models
G Liu, J Zhang, AB Chan, JH Hsiao
Neural Networks 177, 106392, 2024
42024
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
42021
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
32023
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
32022
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
22023
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
12024
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, 2024
12024
A Novel SE-TCN-BiGRU Hybrid Network for Automatic Seizure Detection
P Zhu, W Zhou, C Cao, G Liu, Z Liu, W Shang
IEEE Access, 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, 2450041-2450041, 2024
2024
Demystify Deep-learning AI for Object Detection using Human Attention Data
J Zhang, G Liu, Y Chen, AB Chan, J Hsiao
Proceedings of the Annual Meeting of the Cognitive Science Society 46, 2024
2024
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