Microsleep Predicting Comparison Between LSTM and ANN Based on the Analysis of Time Series EEG Signal

• Main Authors: Hasan, Md Mahmudul, Hossain, Mirza Mahfuj, Norizam, Sulaiman, Khandaker, Sayma
• Format: Article
• Language: English
• Published: UTeM 2024
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/40814/1/Microsleep%20Predicting%20Comparison%20Between%20LSTM%20and%20ANN%20Based%20on%20the%20Analysis%20of%20Time%20Series%20EEG%20Signal.pdf; http://umpir.ump.edu.my/id/eprint/40814/; https://jtec.utem.edu.my/jtec/article/view/6322

A microsleep is an unintentional, transient loss of consciousness correlated with sleep that lasts up to fifteen seconds. Electroencephalogram (EEG), recordings have been extensively utilized to diagnose and study various neurological disorders. This study analyzes time series EEG signals to predict...