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EEG Emotion Classification Using an Improved SincNet-Based Deep Learning Model

Deep learning (DL) methods have been used increasingly widely, such as in the fields of speech and image recognition. However, how to design an appropriate DL model to accurately and efficiently classify electroencephalogram (EEG) signals is still a challenge, mainly because EEG signals are characte...

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Podrobná bibliografie
Vydáno v:Brain Sci
Hlavní autoři: Zeng, Hong, Wu, Zhenhua, Zhang, Jiaming, Yang, Chen, Zhang, Hua, Dai, Guojun, Kong, Wanzeng
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6895992/
https://ncbi.nlm.nih.gov/pubmed/31739605
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/brainsci9110326
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