Emotion Classification from EEG Signals Using Time-Frequency-DWT Features and ANN

• 作 者: Adrian Qi-Xiang Ang Yi Qi Yeon
• 机 构: SchoolofElectrical&,ElectronicEngineering
• 出 处: 电脑和通信(英文)
• 发表日期: 2017年3期
• 关键词: EEG EMOTION Classification FEATURE Extraction EEG Emotion Classification Feature

This paper proposes the use of time-frequency and wavelet transform features for emotion recognition via EEG signals. The proposed experiment has been carefully designed with EEG electrodes placed at FP1 and FP2 and using images provided by the Affective