EEG-Based Feature Classification Combining 3D-Convolutional Neural Networks with Generative Adversarial Networks for Motor Imagery - Fan, Chengcheng; Yang, Banghua; Li, Xiaoou; Gao, Shouwei; Zan, Peng (Journal of integrative neuroscience, 2024)
Keywords: Accuracy; Adult; Algorithms; Artificial neural networks; Brain - physiology; brain network analysis; Brain-Computer Interfaces; Classification; convolutional neural networks; Data augmentation; Datasets; Decoding; EEG; Effectiveness; Electroencephalography; Feature maps; Generative adversarial networks; Human-computer interface; Humans; Imagery; Imagination - physiology; Interfaces; Mental task performance; Motor Activity - physiology; motor imagery; Neural networks; Neural Networks, Computer; Signal Processing, Computer-Assisted; generative adversarial networks; motor imagery; brain network analysis; convolutional neural networks; brain-computer interfaces