Emotional EEG classification using connectivity features and convolutional neural networks

Seong-Eun Moon
Seong-Eun Moon
Chun-Jui Chen
Chun-Jui Chen
Jane-Ling Wang
Jane-Ling Wang
Jong-Seok Lee
Jong-Seok Lee

Neural networks : the official journal of the International Neural Network Society, pp. 96-107, 2020.

Cited by: 0|Bibtex|Views9|Links
WOS
Keywords:
Brain connectivityConvolutional neural network (CNN)Electroencephalography (EEG)Emotion

Abstract:

Convolutional neural networks (CNNs) are widely used to recognize the user's state through electroencephalography (EEG) signals. In the previous studies, the EEG signals are usually fed into the CNNs in the form of high-dimensional raw data. However, this approach makes it difficult to exploit the brain connectivity information that can b...More

Code:

Data:

Your rating :
0

 

Tags
Comments