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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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Bibliografiske detaljer
Udgivet i:Brain Sci
Main Authors: Zeng, Hong, Wu, Zhenhua, Zhang, Jiaming, Yang, Chen, Zhang, Hua, Dai, Guojun, Kong, Wanzeng
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2019
Fag:
Online adgang: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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