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For this purpose, coffeine uses DataFrames to handle multiple covariance matrices alongside scalar features. Vectorization and model composition functions are provided that handle composition of valid ...

Abstract: The objective of this paper is to develop a novel emotion recognition system from electroencephalogram (EEG) signals using effective connectivity and deep learning methods. Emotion ...

In an EEG experiment with ten participants, ERP components such as P300, N2, and N700 were observed exclusively in response to target stimuli. During the online runs conducted after the offline ...