Real-time, automatic, open-source sleep stage classification system using single EEG for mice
Abstract We developed a real-time sleep stage classification system with a convolutional neural network using only a one-channel electro-encephalogram source from mice and universally available features in any time-series data: raw signal, spectrum, and zeitgeber time. To accommodate historical info...
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Main Authors: | , , , , , |
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Format: | article |
Language: | EN |
Published: |
Nature Portfolio
2021
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Subjects: | |
Online Access: | https://doaj.org/article/32e217a2d3eb4aa5aa44105bcfdee058 |
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