Exploring Emotions in EEG: Deep Learning Approach with Feature Fusion
Danastan Tasaouf Mridula,
Abu Ahmed Ferdaus,
Tanmoy Sarkar Pias
Abstract:Emotion is an intricate physiological response that plays a crucial role in how we respond and cooperate with others in our daily affairs. Numerous experiments have been evolved to recognize emotion, however still require exploration to intensify the performance. To enhance the performance of effective emotion recognition, this study proposes a subject-dependent robust end-to-end emotion recognition system based on a 1D convolutional neural network (1D-CNN). We evaluate the SJTU1Emotion EEG Dataset SEED-V with… Show more
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