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Open access

Research article

First published 2020-12

A multiplex visibility graph motif‐based convolutional neural network for characterizing sleep stages using EEG signals

Qing Cai, Jianpeng An, Zhongke Gao

Brain Science Advances

Open access

Research article

First published 2025

KAN-SleepNet: A deep learning model combining Kolmogorov–Arnold Networks and bidirectional LSTM for automated sleep staging using EEG signals

Zhenliang Xiong, Yuxuan Gou, Yinglin Zhou [...]

DIGITAL HEALTH

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Research article

First published 2023-10

An evolutionary model for sleep quality analytics using fuzzy system

Shivalila Hangaragi, Neelima Nizampatnam, Deepa Kaliyaperumal [...]

Proceedings of the Institution of Mechanical Engineers,Part H: Journal of Engineering in Medicine

Retricted access

Research article

First published 2005-1

Approximate Entropy in the Electroencephalogram during Wake and Sleep

Naoto Burioka, Masanori Miyata, Germaine Cornélissen [...]

Clinical EEG and Neuroscience

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Research article

First published 2011-1

The Use of Permutation Entropy to Characterize Sleep Electroencephalograms

N. Nicolaou, J. Georgiou

Clinical EEG and Neuroscience

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Research article

First published 2001-7

Human Sleep EEG Analysis Using the Correlation Dimension

Toshio Kobayashi, Shigeki Madokoro, Yuji Wada [...]

Clinical EEG and Neuroscience

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Research article

First published 2015-10

Global Synchronization of Multichannel EEG in Patients With Electrical Status Epilepticus in Sleep

Gaoxiang Ouyang, Yinghua Wang, Zhixian Yang [...]

Clinical EEG and Neuroscience

Open access

Research article

First published 2016-11

Hypoglycemia-Associated EEG Changes in Prepubertal Children With Type 1 Diabetes

Grith Lærkholm Hansen, Pia Foli-Andersen, Siri Fredheim [...]

Journal of Diabetes Science and Technology

Open access

Research article

First published 2023

Validation of the influence of biosignals on performance of machine learning algorithms for sleep stage classification

Junggu Choi, Seohyun Kwon, Sohyun Park [...]

DIGITAL HEALTH

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Research article

First published 2016-10

The Fingerprint of Rapid Eye Movement

David E. McCarty, Paul Y. Kim, Clifton Frilot [...]

Clinical EEG and Neuroscience

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