The Application of Machine Learning Algorithms to the Classification of EEG Signals

In order to study cognitive states and detect deficiencies in thinking, planning, and judgement, automated cognitive assessment systems have been developed. Having access to the opportunity to collaborate with experts in their working environment is another benefit of these platforms, particularly i...

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Bibliographic Details

Published in:	2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS) pp. 1 - 8
Main Authors:	Gurumoorthy, Sasikumar, Avikkal, Saritha, M, Rani, Radha, K, N, Rajesh
Format:	Conference Proceeding
Language:	English
Published:	IEEE 24.02.2023
Subjects:	attention deficit hyperactivity disorder (ADHD) Brain modeling cognitive states and ML models Electroencephalography Electroencephalography (EEG) Feature extraction Machine learning algorithms Metaheuristics Task analysis Visualization
Online Access:	Get full text
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