Introducing Attention Mechanism for EEG Signals: Emotion Recognition with Vision Transformers.

The accurate emotional assessment of humans can prove beneficial in health care, security investigations and human interaction. In contrast to emotion recognition from facial expressions which can prove to be inaccurate, analysis of electroencephalogram (EEG) activity is a more accurate representation of one's state of mind. With advancements in deep learning, various methods are being employed for this task.