2022
DOI: 10.21203/rs.3.rs-1651932/v1
|View full text |Cite
Preprint
|
Sign up to set email alerts
|

A Novel Approach to the Classification of Human Emotion and Analysis of Complete Mental State Using Brain EEG Signals

Abstract: In the area of brain-computer interface, Intelligent emotion detection based on Electroencephalography brain signals is of great significance. Currently, deep learning algorithms like DNN, CNN, and SVM have significantly improved detection and prediction accuracy in many fields. However, deep learning and SVM have certain limitations in perceiving global dependence. In the present scenario, most of the deep learning models rely on pre-processing, extracting features, and network topology but still are not suff… Show more

Help me understand this report

This publication either has no citations yet, or we are still processing them

Set email alert for when this publication receives citations?

See others like this or search for similar articles