TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG
☆29May 10, 2021Updated 5 years ago
Alternatives and similar repositories for Tinysleepnet-pytorch
Users that are interested in Tinysleepnet-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆17Nov 23, 2021Updated 4 years ago
- 基于单通道脑电信号的自动睡眠分期研究（Automatic Sleep Staging Based on EEG Signal using Deep Network）☆37Jan 1, 2023Updated 3 years ago
- 基于注意力机制的单通道EEG睡眠分期项目☆15Nov 24, 2022Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆176Aug 23, 2023Updated 3 years ago
- Reproducing TinySleepNet for sleep stage prediction based on the signal channel EEG using PyTorch and implementing a new smaller and fast…☆10May 9, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Transfer learning for sleep stage detection☆38Aug 25, 2021Updated 5 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Sep 6, 2023Updated 3 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆21Mar 2, 2026Updated 6 months ago
- ☆21Oct 8, 2022Updated 3 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆68Sep 18, 2022Updated 3 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆46Sep 19, 2023Updated 2 years ago
- Three-stage sleep classification☆31Apr 26, 2024Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆20Jun 5, 2020Updated 6 years ago
- Source code for the deep learning models employed in OSAS study☆21Feb 9, 2023Updated 3 years ago
- EEG Sleep stage classification using CNN with Keras☆186Jun 17, 2024Updated 2 years ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆18Jan 28, 2021Updated 5 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆495Jul 19, 2024Updated 2 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆20Dec 20, 2021Updated 4 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆25Jun 20, 2023Updated 3 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Jun 19, 2023Updated 3 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆274Aug 27, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆22Dec 6, 2025Updated 9 months ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆100Aug 10, 2026Updated 3 weeks ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆43Dec 7, 2023Updated 2 years ago
- IEEE Transactions on Affective Computing, 2022☆27Dec 2, 2023Updated 2 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆42Jan 27, 2021Updated 5 years ago
- Codes for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals' h…☆25Jun 21, 2023Updated 3 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆30Jun 6, 2025Updated last year
- ☆13Apr 8, 2023Updated 3 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆59Jun 7, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging☆23Jan 22, 2025Updated last year
- This is an official implementation for "Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic s…☆34Mar 24, 2022Updated 4 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 7 years ago
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆82Apr 15, 2025Updated last year
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆17Aug 22, 2025Updated last year
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Aug 10, 2021Updated 5 years ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆88Jul 16, 2026Updated last month