Interpretable Cross-Subject EEG-Based Emotion Recognition Using Channel-Wise Features

Interpretable Cross-Subject EEG-Based Emotion Recognition Using Channel-Wise Features

Electroencephalogram (EEG)-based emotion recognition is receiving significant attention in research on brain-computer interfaces (BCI) and health care. To recognize cross-subject emotion from EEG data accurately, a technique capable of finding an effective representation robust to the subject-specif...

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Bibliographic Details
Main Authors: Longbin Jin, Eun Yi Kim
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Sensors
Subjects:
EEG
cross-subject
emotion recognition
user independent model
channel-wise feature
Online Access:https://www.mdpi.com/1424-8220/20/23/6719

Internet

https://www.mdpi.com/1424-8220/20/23/6719

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