☆17Nov 23, 2021Updated 4 years ago
Alternatives and similar repositories for deep-sleep-pytorch
Users that are interested in deep-sleep-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29May 10, 2021Updated 5 years ago
- ☆56Dec 7, 2023Updated 2 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆22Dec 6, 2025Updated 6 months ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆76Feb 12, 2026Updated 4 months ago
- Reproducing TinySleepNet for sleep stage prediction based on the signal channel EEG using PyTorch and implementing a new smaller and fast…☆10May 9, 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.
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆45Jun 4, 2024Updated 2 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆107Dec 7, 2023Updated 2 years ago
- Automated sleep staging scoring and narcolepsy identification☆91Jun 24, 2024Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆20Mar 2, 2026Updated 4 months ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆29Jun 6, 2025Updated last year
- Sleep staging from ECG, assisted with EEG☆24May 26, 2022Updated 4 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Sep 6, 2023Updated 2 years ago
- [JBHI 2024] Self-supervised pre-training on ECG collected in the wild☆15Nov 14, 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.
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆276Sep 26, 2023Updated 2 years ago
- Transfer learning for sleep stage detection☆36Aug 25, 2021Updated 4 years ago
- ☆31Jul 14, 2020Updated 5 years ago
- Luna software for sleep EEG analysis (base)☆32Updated this week
- ☆55Updated this week
- 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
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆173Aug 23, 2023Updated 2 years ago
- Automatic channel selection for seizure detection☆12Dec 10, 2023Updated 2 years ago
- 基于注意力机制的单通道EEG睡眠分期项目☆15Nov 24, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 3 years ago
- The project aims at comparing results achieved by Particle Swarm Optimization (PSO) and Whale Optimization Algorithm (WOA) in segmentatio…☆14Apr 22, 2018Updated 8 years ago
- Two-Stage ECG Signal Denoising Based Deep Convolutional Network☆13Nov 19, 2021Updated 4 years ago
- 基于单通道脑电信号的自动睡眠分期研究（Automatic Sleep Staging Based on EEG Signal using Deep Network）☆36Jan 1, 2023Updated 3 years ago
- Source code for the deep learning models employed in OSAS study☆20Feb 9, 2023Updated 3 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆25Jun 20, 2023Updated 3 years ago
- Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be us…☆99Apr 29, 2026Updated 2 months ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆100Jul 29, 2025Updated 11 months ago
- code for NeurIPS_competition☆28Jan 19, 2022Updated 4 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.
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆270Aug 27, 2021Updated 4 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Nov 13, 2023Updated 2 years ago
- Public EEG Dataset☆15May 31, 2021Updated 5 years ago
- A tutorial on the delay and sum beamformer for microphone arrays☆18Jun 9, 2017Updated 9 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…☆47Apr 16, 2026Updated 2 months ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Oct 29, 2025Updated 8 months ago
- Tacotron2 with BERT examples☆10Jul 8, 2019Updated 6 years ago