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

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: Proceeding Paper
Language:English
English
Published: 2013
Subjects:
BF511 Affection. Feeling. Emotion
H61.8 Communication of information
T58.5 Information technology
Online Access:http://irep.iium.edu.my/30842/
http://irep.iium.edu.my/30842/1/Table_of_Content.pdf
http://irep.iium.edu.my/30842/2/89.pdf

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