Classification of EEG signals using MLP based on categorical and dimensional perceptions of emotions.

Emotions are frequently studied based on two approaches; categorical and dimensional. In this study, Multi- Layer Perceptron (MLP) was employed to classify four affective states as posited from these approaches. It was observed that emotional states viewed from the dimensional perspective are w...

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Bibliographic Details
Main Authors: Yaacob, Hamwira Sakti, Abdul Rahman, Abdul Wahab, Kamaruddin, Norhaslinda
Format: Conference or Workshop Item
Language:English
English
Published: 2013
Subjects:
Online Access:http://irep.iium.edu.my/30842/1/Table_of_Content.pdf
http://irep.iium.edu.my/30842/2/89.pdf
http://irep.iium.edu.my/30842/
http://ict4m.org/
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Institution: Universiti Islam Antarabangsa Malaysia
Language: English
English