Multi-Class Classification Methods for EEG Signals of Lower-Limb Rehabilitation Movements

Brain–Computer Interfaces (BCIs) enable direct communication between the brain and external devices by decoding motor intentions from EEG signals. However, the existing multi-class classification methods for motor imagery EEG (MI-EEG) signals are hindered by low signal quality and limited accuracy,...

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Bibliographic Details
Main Authors: Shuangling Ma, Zijie Situ, Xiaobo Peng, Zhangyang Li, Ying Huang
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Biomimetics
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Online Access:https://www.mdpi.com/2313-7673/10/7/452
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