U-Time: A Fully Convolutional Network for Time Series Segmentation
☆311Jul 25, 2025Updated 9 months ago
Alternatives and similar repositories for U-Time
Users that are interested in U-Time 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 PyTorch/PyTorch Lightning implementation of the U-Time model (see https://arxiv.org/abs/1910.11162)☆12Mar 19, 2021Updated 5 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆99Jul 29, 2025Updated 9 months ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆106Dec 7, 2023Updated 2 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆483Jul 19, 2024Updated last year
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆172Aug 23, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.☆557Apr 11, 2026Updated last month
- 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
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆43Dec 7, 2023Updated 2 years ago
- Automated sleep staging scoring and narcolepsy identification☆91Jun 24, 2024Updated last year
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆43Jun 4, 2024Updated last year
- ☆55Dec 7, 2023Updated 2 years ago
- 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
- Do not sleep on traditional machine learning for sleep stage scoring☆51Nov 19, 2023Updated 2 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆268Aug 27, 2021Updated 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.
- ☆42Jul 14, 2025Updated 10 months ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 4 years ago
- Notebooks for training the classifier of YASA sleep staging☆26Nov 20, 2021Updated 4 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆277Sep 26, 2023Updated 2 years ago
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆81Apr 15, 2025Updated last year
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Jun 19, 2023Updated 2 years ago
- Transfer learning for sleep stage detection☆35Aug 25, 2021Updated 4 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 7 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆76Feb 12, 2026Updated 3 months 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.
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Jun 5, 2020Updated 5 years ago
- Semantic segmentation models for multivariate time series using PyTorch and Ignite☆19Feb 10, 2023Updated 3 years ago
- asleep: a sleep classifier for wearable sensor data using machine learning☆51Mar 6, 2026Updated 2 months ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- An open-source sleep stage classification Python package☆113Sep 21, 2025Updated 7 months ago
- Sleep stage detection using ECG☆137Apr 13, 2026Updated last month
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆43Jan 27, 2021Updated 5 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆12May 24, 2020Updated 5 years ago
- This repository is dedicated to real-time automation of sleep staging☆24Jul 11, 2020Updated 5 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.
- A collections of tools around sleep research: plotting of hypnograms / spectrograms, etc etc☆10Jan 24, 2026Updated 3 months ago
- ☆16Dec 7, 2023Updated 2 years ago
- Sleep EEG Event Detector (SEED) model, a deep learning-based detector of sleep spindles and K-complexes☆14Jun 24, 2024Updated last year
- ☆27Dec 10, 2022Updated 3 years ago
- Dreem One Shot Detector☆49Jul 6, 2023Updated 2 years ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆73Feb 14, 2025Updated last year
- [npj Digital Medicine'25] Continuous sleep depth index annotation with deep learning yields novel digital biomarkers for sleep health☆16Apr 13, 2025Updated last year