2017
DOI: 10.1504/ijdmb.2017.10007183
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Deep fusion of multi-channel neurophysiological signal for emotion recognition and monitoring

Abstract: How to fuse multi-channel neurophysiological signals for emotion recognition is emerging as a hot research topic in community of Computational Psychophysiology. Nevertheless, prior feature engineering based approaches require extracting various domain knowledge related features at a high time cost. Moreover, traditional fusion method cannot fully utilise correlation 2 X. Li et al.information between different channels and frequency components. In this paper, we design a hybrid deep learning model, in which the… Show more

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