U-Time: A Fully Convolutional Network for Time Series Segmentation
☆319Jun 24, 2026Updated 3 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"☆102Aug 10, 2026Updated 2 months ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆108Dec 7, 2023Updated 2 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆496Jul 19, 2024Updated 2 years ago
- YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.☆589Updated this week
- 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.
- 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
- 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
- ☆31Jul 14, 2020Updated 6 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☆93Jun 24, 2024Updated 2 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆47Jun 4, 2024Updated 2 years ago
- ☆56Dec 7, 2023Updated 2 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆59Jun 7, 2021Updated 5 years ago
- ☆44Jul 14, 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.
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆273Aug 27, 2021Updated 5 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 5 years ago
- Notebooks for training the classifier of YASA sleep staging☆26Nov 20, 2021Updated 4 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
- Entropy and ShaPe awaRe timE-Series SegmentatiOn forprocessing heterogeneous sensor data☆33Jul 10, 2022Updated 4 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Jun 19, 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
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆284Sep 26, 2023Updated 3 years ago
- Transfer learning for sleep stage detection☆38Aug 25, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆77Feb 12, 2026Updated 7 months ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆21Jun 5, 2020Updated 6 years ago
- Semantic segmentation models for multivariate time series using PyTorch and Ignite☆19Feb 10, 2023Updated 3 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- A toolbox for sleep data analysis and sleep stage classification. If you use SLEEPYLAND in your research, please cite: Rossi, A.D., Meta…☆52Apr 16, 2026Updated 5 months ago
- An open-source sleep stage classification Python package☆113Sep 21, 2025Updated last year
- Multichannel Sleep Spindle Detector for sleep EEG☆12May 24, 2020Updated 6 years ago
- Sleep stage detection using ECG☆142Updated this week
- 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
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆16Dec 7, 2023Updated 2 years ago
- [IEEE TNNLS] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆73Feb 14, 2025Updated last year
- Dreem One Shot Detector☆50Jul 6, 2023Updated 3 years ago
- Sleep EEG Event Detector (SEED) model, a deep learning-based detector of sleep spindles and K-complexes☆17Jun 24, 2024Updated 2 years ago
- This repository contains the time series segmentation benchmark (TSSB).☆86Mar 31, 2025Updated last year
- A COMPREHENSIVE ANALYSIS OF SLEEP APNEA☆59Apr 25, 2022Updated 4 years ago
- Temporal Segmentation based on Information Gain☆14Jun 25, 2022Updated 4 years ago