Design of EEG based thought identification system using EMD & deep neural network

Design of EEG based thought identification system using EMD & deep neural network

Abstract Biological communication system for neurological disorder patients is similar to the Brain Computer Interface in a way that it facilitates the connection to the outside world in real time. The interdisciplinary field of Electroencephalogram based message depiction is gaining importance as i...

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Bibliographic Details
Main Authors: Rahul Agrawal, Chetan Dhule, Garima Shukla, Sofia Singh, Urvashi Agrawal, Najah Alsubaie, Mohammed S. Alqahtani, Mohamed Abbas, Ben Othman Soufiene
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Brain computer interface (BCI)
Electroencephalography (EEG)
Central nervous system (CNS)
Empirical Mode decomposition (EMD)
Deep Neural network (DNN) etc
Online Access:https://doi.org/10.1038/s41598-024-64961-1
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