Internal Emotion Classification Using EEG Signal With Sparse Discriminative Ensemble

Internal Emotion Classification Using EEG Signal With Sparse Discriminative Ensemble

Among various physiological signal acquisition methods for the study of the human brain, EEG (Electroencephalography) is more effective. EEG provides a convenient, non-intrusive, and accurate way of capturing brain signals in multiple channels at fine temporal resolution. We propose an ensemble lear...

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Bibliographic Details
Main Authors: Habib Ullah, Muhammad Uzair, Arif Mahmood, Mohib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Multiple channel EEG
emotion recognition
linear discriminant analysis
sparse PCA
Online Access:https://ieeexplore.ieee.org/document/8665857/

Internet

https://ieeexplore.ieee.org/document/8665857/

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