Higher Order Spectra Analysis of EEG Signals in Emotional Stress States

This paper proposes an emotional stress recognition system with EEG signals using higher order spectra (HOS). A visual induction based acquisition protocol is designed for recording the EEG signals in five channels (FP1, FP2, T3, T4 and Pz) under two emotional stress states of participants, Calm neu...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Hosseini, Seyyed Abed, Khalilzadeh, Mohammad Ali, Naghibi-Sistani, Mohammad Bagher, Niazmand, Vahid
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Accuracy classification EEG Signals Electroencephalography emotional stress Feature extraction genetic algorithm higher order spectra Kernel Stress Support vector machines Training
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