The Effect of Time Window Length on EEG-Based Emotion Recognition

The Effect of Time Window Length on EEG-Based Emotion Recognition

Various lengths of time window have been used in feature extraction for electroencephalogram (EEG) signal processing in previous studies. However, the effect of time window length on feature extraction for the downstream tasks such as emotion recognition has not been well examined. To this end, we i...

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Bibliographic Details
Main Authors: Delin Ouyang, Yufei Yuan, Guofa Li, Zizheng Guo
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
brain–computer interaction
emotion recognition
time window length
electroencephalogram (EEG)
experiment-level batch normalization
Online Access:https://www.mdpi.com/1424-8220/22/13/4939

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https://www.mdpi.com/1424-8220/22/13/4939

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