Practical hyperparameters tuning of convolutional neural networks for EEG emotional features classification

EEG-based emotional states recognition is an active research direction, rushed up by recent emerging applications of intelligent systems and smart environments. However, accurate EEG-based emotion recognition is still challenging even with the use of the most efficient recent approaches like deep le...

詳細記述

書誌詳細

出版年:	Intelligent Systems with Applications
主要な著者:	Samia Mezzah, Abdelmalek Tari
フォーマット:	論文
言語:	英語
出版事項:	Elsevier 2023-05-01
主題:	Emotion recognition Valence classification Convolutional neural network Hyperparameters tuning Robust design of experiments
オンライン･アクセス:	http://www.sciencedirect.com/science/article/pii/S2667305323000376