Sleep Stage Classification: A Deep Learning Approach

Sleep occupies significant part of human life. The diagnoses of sleep related disorders are of great importance. To record specific physical and electrical activities of the brain and body, a multi-parameter test, called polysomnography (PSG), is normally used. The visual process of sleep stage clas...

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Detalhes bibliográficos
Autor principal: Gharbali, Ali Abdollahi (author)
Formato: doctoralThesis
Idioma:eng
Publicado em: 2019
Assuntos:
Sleep Stage Classification
Deep Learning
Convolutional Neural Networks
Transfer Learning
Wavelet
Adaptive Filtering
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Texto completo:http://hdl.handle.net/10362/56821
País:Portugal
Oai:oai:run.unl.pt:10362/56821

Texto Completo

http://hdl.handle.net/10362/56821

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