Original Research
Published on 17 Aug 2021
Automatic Sleep Staging Algorithm Based on Time Attention Mechanism
in Brain-Computer Interfaces
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2021.692054
- 10,457 views
- 14 citations
13 articles related to "Automatic Sleep Staging"
Articles
Original Research
Published on 27 Jul 2022
Intelligent automatic sleep staging model based on CNN and LSTM
in Digital Public Health
Frontiers in Public Health
doi 10.3389/fpubh.2022.946833
- 7,425 views
- 35 citations
Original Research
Published on 20 Apr 2023
STDP-based adaptive graph convolutional networks for automatic sleep staging
in Neuromorphic Engineering
Frontiers in Neuroscience
doi 10.3389/fnins.2023.1158246
- 4,026 views
- 9 citations
Technology and Code
Published on 05 Dec 2023
Enhanced sleep staging with artificial intelligence: a validation study of new software for sleep scoring
in Medicine and Public Health
Frontiers in Artificial Intelligence
doi 10.3389/frai.2023.1278593
- 3,500 views
- 6 citations
Original Research
Published on 03 Mar 2021
Deep Learning in Automatic Sleep Staging With a Single Channel Electroencephalography
in Computational Physiology and Medicine
Frontiers in Physiology
doi 10.3389/fphys.2021.628502
- 10,546 views
- 57 citations
Original Research
Published on 23 Jun 2023
A two-branch trade-off neural network for balanced scoring sleep stages on multiple cohorts
in Sleep and Circadian Rhythms
Frontiers in Neuroscience
doi 10.3389/fnins.2023.1176551
- 3,803 views
- 7 citations
Original Research
Published on 16 Aug 2022
MMASleepNet: A multimodal attention network based on electrophysiological signals for automatic sleep staging
in Neural Technology
Frontiers in Neuroscience
doi 10.3389/fnins.2022.973761
- 5,725 views
- 41 citations
Original Research
Published on 10 May 2024
Automated sleep staging on reduced channels in children with epilepsy
in Epilepsy
Frontiers in Neurology
doi 10.3389/fneur.2024.1390465
- 2,509 views
- 4 citations
Original Research
Published on 06 Apr 2023
Automatic sleep staging of single-channel EEG based on domain adversarial neural networks and domain self-attention
in Neuroprosthetics
Frontiers in Neuroscience
doi 10.3389/fnins.2023.1143495
- 3,848 views
- 1 citation
Original Research
Published on 08 Oct 2021
A Novel Sleep Staging Network Based on Data Adaptation and Multimodal Fusion
in Brain Imaging and Stimulation
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2021.727139
- 6,446 views
- 15 citations
Original Research
Published on 12 Jul 2021
EOGNET: A Novel Deep Learning Model for Sleep Stage Classification Based on Single-Channel EOG Signal
in Sleep and Circadian Rhythms
Frontiers in Neuroscience
doi 10.3389/fnins.2021.573194
- 11,758 views
- 72 citations
Original Research
Published on 23 Mar 2018
Achieving Accurate Automatic Sleep Staging on Manually Pre-processed EEG Data Through Synchronization Feature Extraction and Graph Metrics
in Brain Imaging and Stimulation
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2018.00110
- 8,484 views
- 44 citations
Original Research
Published on 14 Apr 2023
Deep learning-based algorithm accurately classifies sleep stages in preadolescent children with sleep-disordered breathing symptoms and age-matched controls
in Sleep Disorders
Frontiers in Neurology
doi 10.3389/fneur.2023.1162998
- 5,645 views
- 11 citations