Real-Time EEG-Based Happiness Detection System

We propose to use real-time EEG signal to classify happy and unhappy emotions elicited by pictures and classical music. We use PSD as a feature and SVM as a classifier. The average accuracies of subject-dependent model and subject-independent model are approximately 75.62% and 65.12%, respectively....

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Detalles Bibliográficos
Autores principales: Jatupaiboon, Noppadon, Pan-ngum, Setha, Israsena, Pasin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3759272/
https://www.ncbi.nlm.nih.gov/pubmed/24023532
http://dx.doi.org/10.1155/2013/618649

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3759272/
https://www.ncbi.nlm.nih.gov/pubmed/24023532
http://dx.doi.org/10.1155/2013/618649

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