An Investigation of Deep Learning Models for EEG-Based Emotion Recognition

10.3389/fnins.2020.622759

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Bibliographic Details
Main Authors:	Zhang, Y., Chen, J., Tan, J.H., Chen, Y., Li, D., Yang, L., Su, J., Huang, X., Che, W.
Other Authors:	INSTITUTE OF SYSTEMS SCIENCE
Format:	Article
Published:	Frontiers Media S.A. 2021
Subjects:	CNN (convolutional neural network) CNN-LSTM DNN (deep neural network) EEG emotion recognition
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/196263
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-196263
record_format	dspace
spelling	sg-nus-scholar.10635-1962632023-09-21T08:18:27Z An Investigation of Deep Learning Models for EEG-Based Emotion Recognition Zhang, Y. Chen, J. Tan, J.H. Chen, Y. Chen, Y. Li, D. Yang, L. Su, J. Huang, X. Che, W. INSTITUTE OF SYSTEMS SCIENCE CNN (convolutional neural network) CNN-LSTM DNN (deep neural network) EEG emotion recognition 10.3389/fnins.2020.622759 Frontiers in Neuroscience 14 622759 2021-08-10T03:08:27Z 2021-08-10T03:08:27Z 2020 Article Zhang, Y., Chen, J., Tan, J.H., Chen, Y., Chen, Y., Li, D., Yang, L., Su, J., Huang, X., Che, W. (2020). An Investigation of Deep Learning Models for EEG-Based Emotion Recognition. Frontiers in Neuroscience 14 : 622759. ScholarBank@NUS Repository. https://doi.org/10.3389/fnins.2020.622759 1662-4548 https://scholarbank.nus.edu.sg/handle/10635/196263 Attribution 4.0 International http://creativecommons.org/licenses/by/4.0/ Frontiers Media S.A. Scopus OA2020
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	CNN (convolutional neural network) CNN-LSTM DNN (deep neural network) EEG emotion recognition
spellingShingle	CNN (convolutional neural network) CNN-LSTM DNN (deep neural network) EEG emotion recognition Zhang, Y. Chen, J. Tan, J.H. Chen, Y. Chen, Y. Li, D. Yang, L. Su, J. Huang, X. Che, W. An Investigation of Deep Learning Models for EEG-Based Emotion Recognition
description	10.3389/fnins.2020.622759
author2	INSTITUTE OF SYSTEMS SCIENCE
author_facet	INSTITUTE OF SYSTEMS SCIENCE Zhang, Y. Chen, J. Tan, J.H. Chen, Y. Chen, Y. Li, D. Yang, L. Su, J. Huang, X. Che, W.
format	Article
author	Zhang, Y. Chen, J. Tan, J.H. Chen, Y. Chen, Y. Li, D. Yang, L. Su, J. Huang, X. Che, W.
author_sort	Zhang, Y.
title	An Investigation of Deep Learning Models for EEG-Based Emotion Recognition
title_short	An Investigation of Deep Learning Models for EEG-Based Emotion Recognition
title_full	An Investigation of Deep Learning Models for EEG-Based Emotion Recognition
title_fullStr	An Investigation of Deep Learning Models for EEG-Based Emotion Recognition
title_full_unstemmed	An Investigation of Deep Learning Models for EEG-Based Emotion Recognition
title_sort	investigation of deep learning models for eeg-based emotion recognition
publisher	Frontiers Media S.A.
publishDate	2021
url	https://scholarbank.nus.edu.sg/handle/10635/196263
_version_	1779153671973502976

An Investigation of Deep Learning Models for EEG-Based Emotion Recognition

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