Distributed Neural Network System for Multimodal Sleep Stage Detection

Distributed Neural Network System for Multimodal Sleep Stage Detection

Existing automatic sleep stage detection methods predominantly use convolutional neural network classifiers (CNNs) trained on features extracted from single-modality signals such as electroencephalograms (EEG). On the other hand, multimodal approaches propose very complexly stacked network structure...

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Bibliographic Details
Main Authors: Yi-Hsuan Cheng, Margaret Lech, Richardt H. Wilkinson
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Machine learning
distributed networks
multimodal classification
sleep stage detection
decision-making networks
transfer learning
Online Access:https://ieeexplore.ieee.org/document/10078262/

Internet

https://ieeexplore.ieee.org/document/10078262/

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