Motor Imagery EEG Decoding Based on Multi-Scale Hybrid Networks and Feature Enhancement

Motor Imagery (MI) based on Electroencephalography (EEG), a typical Brain-Computer Interface (BCI) paradigm, can communicate with external devices according to the brain’s intentions. Convolutional Neural Networks (CNN) are gradually used for EEG classification tasks and have achieved sat...

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Bibliographic Details
Main Authors: Xianlun Tang, Caiquan Yang, Xia Sun, Mi Zou, Huiming Wang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10036384/