[Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
☆74Feb 14, 2025Updated last year
Alternatives and similar repositories for NeuroNet
Users that are interested in NeuroNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IEEE Access] A Novel Negative-sample-free Contrastive Self-Supervised Learning for EEG-Based Motor Imagery Classification☆11Feb 16, 2025Updated last year
- [IEEE TCYB] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework☆34Oct 12, 2025Updated 6 months ago
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆37Dec 18, 2024Updated last year
- Diffusion-Based ECG Noise Quantification via Anomaly Detection☆22Mar 31, 2026Updated last month
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆76Feb 12, 2026Updated 2 months 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.
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆81Apr 15, 2025Updated last year
- Deep Learning Algorithm을 활용한 한영 번역기 개발☆12Aug 21, 2019Updated 6 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆273Sep 26, 2023Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆20Mar 2, 2026Updated 2 months ago
- 부동산 지인 사이트에 사용될 각 아파트별 현재 시세 예측 시스템☆10Feb 24, 2020Updated 6 years ago
- ☆172Jun 6, 2024Updated last year
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 2 years ago
- Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"☆18Nov 30, 2025Updated 5 months ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆43Dec 7, 2023Updated 2 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.
- ☆42Jul 14, 2025Updated 9 months ago
- ☆14Sep 5, 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
- ☆38Feb 15, 2021Updated 5 years ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆86Apr 1, 2025Updated last year
- 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
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆43Jun 4, 2024Updated last year
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆16Jun 6, 2025Updated 11 months ago
- Do not sleep on traditional machine learning for sleep stage scoring☆51Nov 19, 2023Updated 2 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.
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆46Sep 19, 2023Updated 2 years ago
- A Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals☆36Feb 27, 2026Updated 2 months ago
- How EEG preprocessing shapes decoding performance☆17Jul 11, 2025Updated 9 months ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆98Jul 29, 2025Updated 9 months ago
- Transfer learning for sleep stage detection☆35Aug 25, 2021Updated 4 years ago
- Public EEG-based motor imagery (MI) datasets☆12Feb 1, 2024Updated 2 years ago
- ☆57Dec 7, 2023Updated 2 years ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆40Mar 18, 2025Updated last year
- ☆35Dec 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 by Akara Supratak and Yike Guo fro…☆172Aug 23, 2023Updated 2 years ago
- Complex-valued Morlet wavelets for EEG signal analysis and feature engineering.☆22Aug 7, 2024Updated last year
- Accepted by Neurl Networks☆13Apr 13, 2025Updated last year
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆73Jun 12, 2025Updated 10 months ago
- Self-supervised learning with graph neural network backbones for seizure detection in iEEG data.☆12Oct 7, 2024Updated last year
- State of the art 84.7% accuracy on SleepEDF-78 and 88.4% SHHS Datasset☆10Apr 28, 2025Updated last year
- ☆27Dec 10, 2022Updated 3 years ago