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

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

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...

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Detalhes bibliográficos
Principais autores: Hasan, Md Mahmudul, Hossain, Mirza Mahfuj, Norizam, Sulaiman, Khandaker, Sayma
Formato: Artigo
Idioma:English
Publicado em: UTeM 2024
Assuntos:
TK Electrical engineering. Electronics Nuclear engineering
Acesso em linha: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

Internet

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

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