Eeg based smart emotion recognition using meta heuristic optimization and hybrid deep learning techniques

Eeg based smart emotion recognition using meta heuristic optimization and hybrid deep learning techniques

Abstract In the domain of passive brain-computer interface applications, the identification of emotions is both essential and formidable. Significant research has recently been undertaken on emotion identification with electroencephalogram (EEG) data. The aim of this project is to develop a system t...

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Bibliographic Details
Main Authors: M Karthiga, E Suganya, S Sountharrajan, Balamurugan Balusamy, Shitharth Selvarajan
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Electroencephalogram
Electroculogram
Artificial Bee colony
Grey Wolf Optimizer
Hybrid learning methods
Convolutional neural network
Online Access:https://doi.org/10.1038/s41598-024-80448-5
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