Transfer learning for sleep stage detection
☆38Aug 25, 2021Updated 5 years ago
Alternatives and similar repositories for RobustSleepNet
Users that are interested in RobustSleepNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆21Mar 2, 2026Updated 6 months 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
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆43Dec 7, 2023Updated 2 years ago
- ☆56Dec 7, 2023Updated 2 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.
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 5 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆108Dec 7, 2023Updated 2 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Sep 6, 2023Updated 2 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 7 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37May 15, 2024Updated 2 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆282Sep 26, 2023Updated 2 years ago
- Do not sleep on traditional machine learning for sleep stage scoring☆51Nov 19, 2023Updated 2 years ago
- ☆38Feb 15, 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆68Sep 18, 2022Updated 3 years ago
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Aug 10, 2021Updated 5 years ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆88Jul 16, 2026Updated last month
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆59Jun 7, 2021Updated 5 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
- ☆16Dec 7, 2023Updated 2 years ago
- ☆43Jul 14, 2025Updated last year
- Sleep staging from ECG, assisted with EEG☆24May 26, 2022Updated 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
- 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.
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆46Sep 19, 2023Updated 2 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆274Aug 27, 2021Updated 5 years ago
- Sleep stage detection using ECG☆140Aug 10, 2026Updated 3 weeks ago
- ☆17Nov 23, 2021Updated 4 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆75Feb 12, 2026Updated 6 months ago
- Notebooks for training the classifier of YASA sleep staging☆26Nov 20, 2021Updated 4 years ago
- 😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arous…☆22Jul 10, 2026Updated last month
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆17Aug 22, 2025Updated last year
- Dreem One Shot Detector☆50Jul 6, 2023Updated 3 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.
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆18Jan 28, 2021Updated 5 years ago
- EEG Sleep stage classification using CNN with Keras☆186Jun 17, 2024Updated 2 years ago
- ☆13Jul 11, 2023Updated 3 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 3 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆94Aug 14, 2022Updated 4 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
- 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