Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors

Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors

Electroencephalography (EEG)-based emotion recognition is gaining increasing importance due to its potential applications in various scientific fields, ranging from psychophysiology to neuromarketing. A number of approaches have been proposed that use machine learning (ML) technology to achieve high...

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Bibliographic Details
Main Authors: Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Diego Candia-Rivera, Mario G. C. A. Cimino, Gaetano Valenza
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks
electroencephalography
emotion recognition
spatial information representation
Online Access:https://ieeexplore.ieee.org/document/10105240/

Internet

https://ieeexplore.ieee.org/document/10105240/

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