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EEG-based emotion recognition using 4D convolutional recurrent neural network

In this paper, we present a novel method, called four-dimensional convolutional recurrent neural network, which integrating frequency, spatial and temporal information of multichannel EEG signals explicitly to improve EEG-based emotion recognition accuracy. First, to maintain these three kinds of in...

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Bibliografske podrobnosti
izdano v:Cogn Neurodyn
Main Authors: Shen, Fangyao, Dai, Guojun, Lin, Guang, Zhang, Jianhai, Kong, Wanzeng, Zeng, Hong
Format: Artigo
Jezik:Inglês
Izdano: Springer Netherlands 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7568753/
https://ncbi.nlm.nih.gov/pubmed/33101533
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11571-020-09634-1
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