☆37Dec 7, 2023Updated 2 years ago
Alternatives and similar repositories for SleepTransformer
Users that are interested in SleepTransformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Dec 7, 2023Updated 2 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆108Dec 7, 2023Updated 2 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Jun 19, 2023Updated 3 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 4 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆43Dec 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.
- 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
- ☆21Oct 8, 2022Updated 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
- ☆28Jul 18, 2024Updated 2 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…☆177Aug 23, 2023Updated 3 years ago
- Transfer learning for sleep stage detection☆38Aug 25, 2021Updated 5 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆94Aug 14, 2022Updated 4 years 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
- DETRtime, a framework for time-series segmentation☆20Jul 25, 2023Updated 3 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.
- Three-stage sleep classification☆31Apr 26, 2024Updated 2 years ago
- A Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals☆39Jul 16, 2026Updated last month
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆59Jun 7, 2021Updated 5 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆274Aug 27, 2021Updated 5 years ago
- Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks☆20Nov 16, 2022Updated 3 years ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆17Aug 22, 2025Updated last year
- [IEEE TNNLS] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆73Feb 14, 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
- 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.
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Oct 29, 2025Updated 10 months ago
- Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging☆23Jan 22, 2025Updated last year
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017☆12Nov 13, 2018Updated 7 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37May 15, 2024Updated 2 years ago
- Deep Learning Approach for UWB Applications (IEEE Journal of Biomedical and Health Informatics)☆26Dec 2, 2025Updated 9 months ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆46Sep 19, 2023Updated 2 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 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 8 years ago
- Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network☆45Mar 20, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆21Mar 2, 2026Updated 6 months ago
- Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)☆11Nov 4, 2023Updated 2 years ago
- ☆38Feb 15, 2021Updated 5 years ago
- Embed stuff in your Rust binary☆11Mar 29, 2025Updated last year
- MATLAB Project to Classify Different Sleep Stages of the EEG Signals using Machine Learning (Random Forest and Support Vector Machine)☆13Jan 18, 2025Updated last year
- ☆28Dec 10, 2022Updated 3 years ago
- Self-Attention Generative Adversarial Network for Speech Enhancement using Tensorflow 2☆16Jan 30, 2021Updated 5 years ago