This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Graph Neural Network
☆26Jun 20, 2023Updated 3 years ago
Alternatives and similar repositories for SleepHGNN
Users that are interested in SleepHGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Aug 14, 2022Updated 4 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆46Sep 19, 2023Updated 3 years ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆89Jul 16, 2026Updated 3 months ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37May 15, 2024Updated 2 years ago
- ☆58Dec 7, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆21Mar 2, 2026Updated 8 months 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 4 years ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆18Aug 22, 2025Updated last year
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Jun 19, 2023Updated 3 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆59Jun 7, 2021Updated 5 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 3 years ago
- GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification☆12Jul 24, 2020Updated 6 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Sep 6, 2023Updated 3 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆285Sep 26, 2023Updated 3 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆31Jun 6, 2025Updated last year
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 5 years ago
- Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)☆12Nov 4, 2023Updated 2 years ago
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Aug 10, 2021Updated 5 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆63Sep 5, 2017Updated 9 years ago
- ☆17Nov 23, 2021Updated 4 years ago
- Sleep staging from ECG, assisted with EEG☆24May 26, 2022Updated 4 years ago
- ☆16Dec 7, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13Nov 4, 2024Updated last year
- ☆21Oct 8, 2022Updated 4 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆30Jul 17, 2024Updated 2 years ago
- Counterfactual Explanations for Time Series Forecasting (ICDM 2023)☆16Feb 14, 2024Updated 2 years ago
- A collections of tools around sleep research: plotting of hypnograms / spectrograms, etc etc☆10Jul 31, 2026Updated 3 months ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆179Aug 23, 2023Updated 3 years ago
- Sleep datasets obtained using PSG for automatic sleep stage scoring.☆11Jul 21, 2020Updated 6 years ago
- ☆28Jul 18, 2024Updated 2 years ago
- This is the dataset for the competition "Clinical Brain Computer Interfaces Challenge" to be held at WCCI 2020 at Glasgow. There are the …☆12Jan 20, 2022Updated 4 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.
- Official pytorch implementation of the paper: "Similarity-Navigated Graph Neural Networks for Node Classification"☆10Jul 18, 2025Updated last year
- Public EEG-based motor imagery (MI) datasets☆13Feb 1, 2024Updated 2 years ago
- ☆43Oct 28, 2021Updated 5 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Oct 29, 2025Updated last year
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆275Aug 27, 2021Updated 5 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆108Dec 7, 2023Updated 2 years ago
- Image Segmentation using k-means, n-cuts and superpixels☆11Mar 31, 2019Updated 7 years ago