Emotion identification by dynamic entropy and ensemble learning from electroencephalogram signals

• Published in: International journal of imaging systems and technology Vol. 32; no. 1; pp. 402 - 413
• Main Authors: Ashokkumar, S. R., Anupallavi, S., MohanBabu, G., Premkumar, M., Jeevanantham, V.
• Format: Journal Article
• Language: English
• Published: Hoboken, USA John Wiley & Sons, Inc 01.01.2022; Wiley Subscription Services, Inc
• Subjects: dynamic entropy; EEG; Electroencephalography; emotion; Emotion recognition; Emotions; Ensemble learning; Entropy; recurrent neural network; Recurrent neural networks

Emotions are biologically based psychological states brought on by neurophysiologic changes, variously associated with thoughts, feelings, behavioral responses, and a degree of pleasure or displeasure. In order to assure active collaboration and trigger appropriate emotional input, accurate identifi...