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...

Full description

Saved in:
Bibliographic Details
Main Authors: Taro Tezuka, Deependra Kumar, Sima Singh, Iyo Koyanagi, Toshie Naoi, Masanori Sakaguchi
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/32e217a2d3eb4aa5aa44105bcfdee058
Tags: Add Tag
No Tags, Be the first to tag this record!