Open AccessMulti-scale ResNet and BiGRU automatic sleep staging based on attention mechanism
Author(s) -
Changyuan Liu,
Yunfu Yin,
Yuhan Sun,
Okan K. Ersoy
Publication year - 2022
Publication title -
plos one
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.99
H-Index - 332
ISSN - 1932-6203
DOI - 10.1371/journal.pone.0269500
Subject(s) - computer science , artificial intelligence , residual , convolutional neural network , feature extraction , sleep stages , pattern recognition (psychology) , deep learning , sleep (system call) , electroencephalography , artificial neural network , feature (linguistics) , polysomnography , algorithm , medicine , linguistics , philosophy , psychiatry , operating system