Emotion Recognition Using Continuous Wavelet Transform and Ensemble of Convolutional Neural Networks through Transfer Learning from Electroencephalogram Signal

Emotion Recognition Using Continuous Wavelet Transform and Ensemble of Convolutional Neural Networks through Transfer Learning from Electroencephalogram Signal

Purpose: Emotions are integral brain states that can influence our behavior, decision-making, and functions. Electroencephalogram (EEG) is an appropriate modality for emotion recognition since it has high temporal resolution and is a noninvasive and cheap technique. Materials and Methods:.A nove...

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Bibliographic Details
Main Authors: Sara Bagherzadeh, Keivan Maghooli, Ahmad Shalbaf, Arash Maghsoudi
Format: Article
Language:English
Published: Tehran University of Medical Sciences 2022-10-01
Series:Frontiers in Biomedical Technologies
Subjects:
Emotion Recognition
Electroencephalogram
Deep Learning
Transfer Learning
Ensemble Approach
Continuous Wavelet Transform
Online Access:https://fbt.tums.ac.ir/index.php/fbt/article/view/453

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https://fbt.tums.ac.ir/index.php/fbt/article/view/453

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