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EEG-Emotion-classification
EEG-Emotion-classification
PROBLEM S TATEMENT It is difficult to look at the EEG signal and identify the state of Human mind.
THE DATASET The DEAP dataset consists of two parts:
The ratings from an online self-assessment where 120 one-minute extracts of music videos were each rated by 14-16 volunteers based on arousal, valence and dominance. The participant ratings, physiological recordings and face video of an experiment where 32 volunteers watched a subset of 40 of the above music videos. EEG and physiological signals were recorded and each participant also rated the videos as above. In this assignment, labels are extracted into separate file and data of each channel is extracted into separate file. data from each channel is stored in row wise versus time in column for each trail,per person .