Automated emotion recognition based on higher order statistics and deep learning algorithm.

Rahul Sharma,Ram Bilas Pachori,Pradip Sircar

Biomedical Signal Processing and Control（2020）

引用 108|浏览143

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摘要

•Emotion is a psychological experience that is characterized by EEG signals.•The higher order statistics is used to explore emotional labeled EEG signals.•A LSTM based deep learning method is used to classify emotional signals.•The proposed algorithm attains 82.01.

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关键词

Emotion recognition,EEG,Higher order statistics,Long short-term memory,Deep learning

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