Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain
Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain
About this item
Full title
Author / Creator
Zhang, Hanming , Zhang, Chi , Tong, Li , Zeng, Ying , Zhuang, Ning and Yan, Bin
Publisher
Cairo, Egypt: Hindawi Publishing Corporation
Journal title
Language
English
Formats
Publication information
Publisher
Cairo, Egypt: Hindawi Publishing Corporation
Subjects
More information
Scope and Contents
Contents
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 time series, the first difference of phase, and t...
Alternative Titles
Full title
Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5576397
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5576397
Other Identifiers
ISSN
2314-6133
E-ISSN
2314-6141
DOI
10.1155/2017/8317357
