Subject-Independent EEG Emotion Recognition Based on Genetically Optimized Projection Dictionary Pair Learning

Subject-Independent EEG Emotion Recognition Based on Genetically Optimized Projection Dictionary Pair Learning

One of the primary challenges in Electroencephalogram (EEG) emotion recognition lies in developing models that can effectively generalize to new unseen subjects, considering the significant variability in EEG signals across individuals. To address the issue of subject-specific features, a suitable a...

Full description

Bibliographic Details
Main Authors: Jipu Su, Jie Zhu, Tiecheng Song, Hongli Chang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Brain Sciences
Subjects:
electroencephalogram (EEG)
emotion recognition
projective dictionary pair learning
genetic algorithm
parameter optimization
Online Access:https://www.mdpi.com/2076-3425/13/7/977

Internet

https://www.mdpi.com/2076-3425/13/7/977

Similar Items