Decoding Different Reach-and-Grasp Movements Using Noninvasive Electroencephalogram

• Published in: Frontiers in neuroscience Vol. 15; p. 684547
• Main Authors: Xu, Baoguo, Zhang, Dalin, Wang, Yong, Deng, Leying, Wang, Xin, Wu, Changcheng, Song, Aiguo
• Format: Journal Article
• Language: English
• Published: Lausanne Frontiers Research Foundation 28.09.2021; Frontiers Media S.A
• Subjects: brain-computer interface; Classification; Clinical trials; EEG; electroencephalogram; Electroencephalography; Experiments; Grasping; Movement disorders; movement-related cortical potential; neuroprosthesis; Neuroscience; Prosthetics; reach-and-grasp decoding; Rehabilitation

Grasping is one of the most indispensable functions of humans. Decoding reach-and-grasp actions from electroencephalograms (EEGs) is of great significance for the realization of intuitive and natural neuroprosthesis control, and the recovery or reconstruction of hand functions of patients with motor...