[IEEE TCYB] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework
☆36Oct 12, 2025Updated last year
Alternatives and similar repositories for SynthSleepNet
Users that are interested in SynthSleepNet 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☆12Feb 16, 2025Updated last year
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆37Dec 18, 2024Updated last year
- [IEEE TNNLS] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆73Feb 14, 2025Updated last year
- Superlet-MAE: Self-Supervised Masked Autoencoding for Sleep Staging Using Single-Channel EEG☆11Feb 26, 2026Updated 8 months ago
- State of the art 84.7% accuracy on SleepEDF-78 and 88.4% SHHS Datasset☆11Apr 28, 2025Updated last year
- 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.
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆77Feb 12, 2026Updated 8 months ago
- 부동산 지인 사이트에 사용될 각 아파트별 현재 시세 예측 시스템☆11Feb 24, 2020Updated 6 years ago
- Expert-level ECG-only sleep staging☆32Mar 29, 2026Updated 7 months ago
- Deep Learning Algorithm을 활용한 한영 번역기 개발☆12Aug 21, 2019Updated 7 years ago
- Pytorch implementation of "SHNN: A Single-Channel EEG Sleep Staging Model Based on Semi-Supervised Learning".☆14May 17, 2022Updated 4 years ago
- Explainable vision transformer for automatic visual sleep staging on multimodal PSG signals☆21Dec 23, 2024Updated last year
- Official Code Repository of "Tokenizing Single-Channel EEG with Time-Frequency Motif Learning". arXiv: https://arxiv.org/abs/2502.16060☆38Apr 22, 2026Updated 6 months ago
- The Cross-modal SleepTransformer is a deep learning model designed for sleep stage classification based on multimodal physiological signa…☆27Sep 14, 2024Updated 2 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆31Jun 6, 2025Updated last year
- 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.
- Code for paper "BCGNet: Pretrained on Nearly 600K Hours of PSG Enables Contactless BCG-based Sleep Monitoring"☆21May 7, 2026Updated 5 months ago
- This project presents a novel approach for J peak detection in Heart-Rate monitoring. The proposed approach employs accelerometers to col…☆10Oct 30, 2023Updated 3 years ago
- PhysioEx, a PyTorch based library for Interpretable physiological signal classifiers☆30Updated this week
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 3 years ago
- ☆20May 17, 2026Updated 5 months ago
- Signal processing library for research on biosignals (heart signals: ECG, PPG, PCG, BCG, inter-beat intervals)☆14May 18, 2019Updated 7 years ago
- A Multi-Resolution Mutual Learning Network for Multi-Label ECG Classification☆13Mar 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
- ☆28Dec 10, 2022Updated 3 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 Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals☆40Jul 16, 2026Updated 3 months ago
- [NeurIPS 2026] NeuroRVQ: Multi-Scale Biosignal Tokenization for Generative Foundation Models☆55Updated this week
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆19Jun 6, 2025Updated last year
- This is the official repository for CardioLab. A machine and deep learning framework for the estimation and monitoring of laboratory abno…☆18Jan 12, 2026Updated 9 months ago
- EEG-DLite: Data Distillation for Efficient EEG Foundation Model Training (AAAI-2026)☆15Dec 16, 2025Updated 10 months ago
- ☆10Feb 16, 2025Updated last year
- Wearanize+ is a multimodal sleep dataset containing overnight sleep data from 130 young, healthy participants using PSG and three wearabl…☆26Updated this week
- Sleep stage classification using BCG-based pressure signals and residual-biLSTM networks☆16Aug 2, 2024Updated 2 years ago
- FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition☆16Jul 8, 2025Updated last year
- 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.
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆82Apr 15, 2025Updated last year
- asleep: a sleep classifier for wearable sensor data using machine learning☆59Oct 30, 2026Updated last week
- [NeurIPS 2025] NeurIPT: Foundation Model for Neural Interfaces☆11Mar 2, 2026Updated 8 months ago
- EMOD: A Unified EEG Emotion Representation Framework Leveraging V-A Guided Contrastive Learning☆13Dec 9, 2025Updated 10 months ago
- ☆11Feb 20, 2024Updated 2 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 3 months ago
- ☆18Sep 11, 2026Updated last month