Few-shot EEG sleep staging based on transductive prototype optimization network

Few-shot EEG sleep staging based on transductive prototype optimization network

Electroencephalography (EEG) is a commonly used technology for monitoring brain activities and diagnosing sleep disorders. Clinically, doctors need to manually stage sleep based on EEG signals, which is a time-consuming and laborious task. In this study, we propose a few-shot EEG sleep staging terme...

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Bibliographic Details
Main Authors: Jingcong Li, Chaohuang Wu, Jiahui Pan, Fei Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Neuroinformatics
Subjects:
meta-learning
few-shot
transductive prototype optimization
sleep stage
EEG
Online Access:https://www.frontiersin.org/articles/10.3389/fninf.2023.1297874/full

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