Items where Author is "Chen, Yixin"

Article

Wu, Weijie and Daly, Ian and Chen, Weijie and Liu, Lifei and Liang, Wei and Chen, Yixin and Wang, Xingyu and Cichocki, Andrzej and Jin, Jing (2026) HCFNet: A heterogeneous frequency bands coupling CNN for enhanced short-time fast response in motor imagery decoding. Journal of Neuroscience Methods, 430. p. 110717. DOI https://doi.org/10.1016/j.jneumeth.2026.110717

Chen, Weijie and Daly, Ian and Chen, Yixin and Wu, Xiao and Liang, Wei and He, Xinjie and Wang, Xingyu and Cichocki, Andrzej and Jin, Jing (2026) Enhancing the Capability and Accuracy of Motor Imagery Classification: A Deep Neural Network-Powered Multifaceted Strategy Model. IEEE Transactions on Cybernetics. pp. 1-15. DOI https://doi.org/10.1109/tcyb.2026.3678659

Chen, Weijie and Daly, Ian and Chen, Yixin and Wu, Xiao and He, Xinjie and Wang, Xingyu and Cichocki, Andrzej and Jin, Jing (2026) Multiscale Pooling Spatial–Temporal Attention Network: Elevating Cross Session and Small Sample Decoding in Motor Imagery Brain–Computer Interfaces. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 56 (4). pp. 2225-2239. DOI https://doi.org/10.1109/tsmc.2025.3650196

He, Xinjie and Daly, Ian and Gu, Wenhao and Chen, Yixin and Wu, Xiao and Chen, Weijie and Wang, Xingyu and Cichocki, Andrzej and Jin, Jing (2026) TBMSCCN: Two Branch Multi Scale Convolutional Correlation Network for Steady State Visual Evoked Potential Classification. IEEE Transactions on Biomedical Engineering. pp. 1-16. DOI https://doi.org/10.1109/TBME.2026.3676014 (In Press)

Zhao, Ruiyu and Daly, Ian and Chen, Yixin and Wu, Weijie and Liu, Lifei and Wang, Xingyu and Cichocki, Andrzej and Jin, Jing (2025) MSAttNet: Multi-scale attention convolutional neural network for motor imagery classification. Journal of Neuroscience Methods, 424. p. 110578. DOI https://doi.org/10.1016/j.jneumeth.2025.110578