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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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שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:Brain Sci
Main Authors: Zeng, Hong, Wu, Zhenhua, Zhang, Jiaming, Yang, Chen, Zhang, Hua, Dai, Guojun, Kong, Wanzeng
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI 2019
נושאים:
גישה מקוונת: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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