EEG-based Subject Independent Affective Computing Models

• Published in: Procedia computer science Vol. 53; pp. 375 - 382
• Main Authors: Bozhkov, Lachezar, Georgieva, Petia, Santos, Isabel, Pereira, Ana, Silva, Carlos
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 2015
• Subjects: emotion valence recognition; Event Related Po- tentials (ERPs); feature selection; subject independent affective computing; Event Related Po- tentials (ERPs); emotion valence recognition; subject independent affective computing; feature selection

Electroencephalography (EEG) based affective computing is a new research field that aims to find neural correlates between human emotions and the registered EEG signals. Typically, emo- tion recognition systems are personalized, i.e. the discrimination models are subject-dependent. Building subject-...