EEG-based emotion classification using deep belief networks

Proceedings - IEEE International Conference on Multimedia and Expo

Volumn 2014-September, Issue Septmber, 2014, Pages

  Zheng, Wei Long ^a   Zhu, Jia Yi ^a   Peng, Yong ^a   Lu, Bao Liang ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Affective Computing; Deep Belief Network; EEG; Emotion Classification

Indexed keywords

BAYESIAN NETWORKS; CLASSIFICATION (OF INFORMATION); ELECTROENCEPHALOGRAPHY; LEARNING SYSTEMS; MARKOV PROCESSES;

AFFECTIVE COMPUTING; DEEP BELIEF NETWORK (DBN); DEEP BELIEF NETWORKS; DIFFERENTIAL ENTROPY; EMOTION CLASSIFICATION; EXTREME LEARNING MACHINE; STATE-OF-THE-ART METHODS; UNSUPERVISED FEATURE LEARNING;

HIDDEN MARKOV MODELS;

EID: 84937485049     PISSN: 19457871     EISSN: 1945788X     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2014.6890166     Document Type: Conference Paper

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