Wavelet based machine learning models for classification of human emotions using EEG signal

Wavelet based machine learning models for classification of human emotions using EEG signal

Humans have the ability to portray different expressions contrary to the emotional state of mind. Therefore, it is difficult to judge the human's real emotional state simply by judging the physical appearance. Although researchers are working on facial expressions analysis, voice recognition, g...

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Bibliographic Details
Main Authors: Shashi Kumar G S, Niranjana Sampathila, Tanishq Tanmay
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Measurement: Sensors
Subjects:
Electroencephalogram
Discrete wavelet transform
Machine learning
Convolutional neural network
Support vector machine
Online Access:http://www.sciencedirect.com/science/article/pii/S266591742200188X

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http://www.sciencedirect.com/science/article/pii/S266591742200188X

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