Speech decoding using cortical and subcortical electrophysiological signals

• Published in: Frontiers in neuroscience Vol. 18; p. 1345308
• Main Authors: Wu, Hemmings, Cai, Chengwei, Ming, Wenjie, Chen, Wangyu, Zhu, Zhoule, Feng, Chen, Jiang, Hongjie, Zheng, Zhe, Sawan, Mohamad, Wang, Ting, Zhu, Junming
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 29.02.2024
• Subjects: decoding; machine learning; neural network; Neuroscience; sEEG; speech; sEEG; machine learning; speech; neural network; decoding

Language impairments often result from severe neurological disorders, driving the development of neural prosthetics utilizing electrophysiological signals to restore comprehensible language. Previous decoding efforts primarily focused on signals from the cerebral cortex, neglecting subcortical brain...