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

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