Deep temporal networks for EEG-based motor imagery recognition

Abstract The electroencephalogram (EEG) based motor imagery (MI) signal classification, also known as motion recognition, is a highly popular area of research due to its applications in robotics, gaming, and medical fields. However, the problem is ill-posed as these signals are non-stationary and no...

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Bibliographic Details
Main Authors: Neha Sharma, Avinash Upadhyay, Manoj Sharma, Amit Singhal
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-41653-w