Recognition of emotional states using frequency effective connectivity maps through transfer learning approach from electroencephalogram signals
Author:
Publisher
Elsevier BV
Subject
Health Informatics,Signal Processing,Biomedical Engineering
Reference56 articles.
1. Emotions recognition using EEG signals: A survey;Alarcao;IEEE Transactions on Affective Computing.,2017
2. Nonlinear analysis of EEGs of patients with major depression during different emotional states;Akar;Computers in biology and medicine.,2015
3. A review on nonlinear methods using electroencephalographic recordings for emotion recognition;García-Martínez;IEEE Transactions on Affective Computing,2019
4. Major depressive disorder diagnosis based on effective connectivity in EEG signals: a convolutional neural network and long short-term memory approach;Saeedi;Cognitive Neurodynamics.,2021
5. Prediction of drug response in major depressive disorder using ensemble of transfer learning with convolutional neural network based on EEG;Shahabi;Biocybernetics and Biomedical Engineering.,2021
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