Practical hyperparameters tuning of convolutional neural networks for EEG emotional features classification
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,Computer Vision and Pattern Recognition,Signal Processing,Computer Science (miscellaneous)
Reference32 articles.
1. Emotions recognition using EEG signals: A survey;Alarcao;IEEE Transactions on Affective Computing,2019
2. Strided convolution instead of max pooling for memory efficiency of convolutional neural networks;Ayachi,2019
3. Hyperparameter optimization in CNN for learning-centered emotion recognition for intelligent tutoring systems;Cabada;Soft Computing,2019
4. Accurate EEG-based emotion recognition on combined features using deep convolutional neural networks;Chen;IEEE Access,2019
5. Spatio-temporal representation of an electoencephalogram for emotion recognition using a three-dimensional convolutional neural network;Cho;Sensors,2020
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