Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain

This paper introduces a method for feature extraction and emotion recognition based on empirical mode decomposition (EMD). By using EMD, EEG signals are decomposed into Intrinsic Mode Functions (IMFs) automatically. Multidimensional information of IMF is utilized as features, the first difference of...

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Detalhes bibliográficos
Publicado no:Biomed Res Int
Main Authors: Zhuang, Ning, Zeng, Ying, Tong, Li, Zhang, Chi, Zhang, Hanming, Yan, Bin
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2017
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5576397/
https://ncbi.nlm.nih.gov/pubmed/28900626
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/8317357
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