Artifact removal and motor imagery classification in EEG using advanced algorithms and modified DNN

Artifact removal and motor imagery classification in EEG using advanced algorithms and modified DNN

This paper presents an advanced approach for EEG artifact removal and motor imagery classification using a combination of Four Class Iterative Filtering and Filter Bank Common Spatial Pattern Algorithm with a Modified Deep Neural Network (DNN) classifier. The research aims to enhance the accuracy an...

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Bibliographic Details
Main Authors: Srinath Akuthota, RajKumar K, Janapati Ravichander
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Heliyon
Subjects:
BCI
Brain computer interface
EEG
Electro Enchephalo Gram
ICA
Independent component analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024032298

Internet

http://www.sciencedirect.com/science/article/pii/S2405844024032298

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