EEG-Based Emotion Recognition Using Deep Learning and M3GP

This paper presents the proposal of a method to recognize emotional states through EEG analysis. The novelty of this work lies in its feature improvement strategy, based on multiclass genetic programming with multidimensional populations (M3GP), which builds features by implementing an evolutionary...

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Bibliographic Details
Main Authors: Adrian Rodriguez Aguiñaga, Luis Muñoz Delgado, Víctor Raul López-López, Andrés Calvillo Téllez
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/5/2527