Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography
☆43Jun 4, 2024Updated last year
Alternatives and similar repositories for SleepStagePrediction
Users that are interested in SleepStagePrediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Analytical pipeline and R functions for testing the performance of sleep-tracking technology.☆16Jan 5, 2024Updated 2 years ago
- Three-stage sleep classification☆30Apr 26, 2024Updated last year
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆16Aug 22, 2025Updated 7 months ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆76Feb 12, 2026Updated 2 months ago
- ☆17Nov 23, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 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
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆47Sep 19, 2023Updated 2 years ago
- Sleep stage detection using ECG☆138Updated this week
- ☆68Jul 6, 2023Updated 2 years ago
- Introduction to Social Data Science 2024 - a summer school course https://isdsucph.github.io/isds2024/☆12Aug 16, 2024Updated last year
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆98Jul 29, 2025Updated 8 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…☆171Aug 23, 2023Updated 2 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 4 years ago
- ☆45Oct 28, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆22Dec 6, 2025Updated 4 months ago
- Tools for the simulation and analysis of circadian rhythms☆16Sep 12, 2025Updated 7 months ago
- This projected explored the effect of introducing channel and spatial attention mechanisms, namely SEN-Net, ECA-Net, and CBAM to existin…☆11Jun 11, 2023Updated 2 years ago
- This project addresses to estimate heart rate (HR) during exercise in real-time using wrist-type PPG signals amidst intense motion artifa…☆12Jul 20, 2020Updated 5 years ago
- asleep: a sleep classifier for wearable sensor data using machine learning☆48Mar 6, 2026Updated last month
- U-Time: A Fully Convolutional Network for Time Series Segmentation☆310Jul 25, 2025Updated 8 months ago
- Implementation of Motion Artifacts on wearable PPG signals for ambulatory heart rate monitoring☆12Nov 21, 2022Updated 3 years ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆73Feb 14, 2025Updated last year
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆67Sep 18, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Aug 10, 2021Updated 4 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆56Jun 2, 2023Updated 2 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆36Oct 11, 2021Updated 4 years ago
- Systole: A python package for cardiac signal synchrony and analysis☆87May 8, 2025Updated 11 months ago
- (ICASSP 2024) Official Implementation of "Stethoscope-guided Supervised Contrastive Learning for Cross-domin Adaptation on Respiratory So…☆18Dec 5, 2024Updated last year
- DETRtime, a framework for time-series segmentation☆20Jul 25, 2023Updated 2 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆29Jun 6, 2025Updated 10 months ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆63Jun 19, 2023Updated 2 years ago
- A PyTorch/PyTorch Lightning implementation of the U-Time model (see https://arxiv.org/abs/1910.11162)☆12Mar 19, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Classify sleep from heart rate and acceleration via Apple Watch☆215Dec 13, 2024Updated last year
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆107Dec 7, 2023Updated 2 years ago
- Official Pytorch Implementation for Continual Learning For On-Device Environmental Sound Classification☆14Jul 19, 2022Updated 3 years ago
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆81Apr 15, 2025Updated 11 months ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆19Mar 2, 2026Updated last month
- Python package for permutation tests, for statistics and machine learning.☆26May 7, 2025Updated 11 months ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆32Oct 29, 2023Updated 2 years ago