A Study on the Prediction of Eye State and Behavior using Machine Learning

Lately in health care there are various erupting new technologies, especially the ones that predict eye state behavior. The fleeting evolution of EEG (electroencephalogram) signal analysis methods, using EEG signals to observe human eye state (open and close) and health has become a thriving research field. The results from electroencephalogram can be used to diagnose countless brain conditions which includes brain tumor, brain dysfunction from various causes (encephalopathy), insomnia, epilepsy and other seizure disorders.This paper inspectsmany types of techniques to machine learning and deep learning to predict eye state behavior using EEG.