Emotional EEG classification using connectivity features and convolutional neural networks
Neural networks : the official journal of the International Neural Network Society, pp. 96-107, 2020.
Brain connectivityConvolutional neural network (CNN)Electroencephalography (EEG)Emotion
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
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