acrophase / Sleep_Staging_KDView external linksLinks
Sleep staging from ECG, assisted with EEG
☆25May 26, 2022Updated 3 years ago
Alternatives and similar repositories for Sleep_Staging_KD
Users that are interested in Sleep_Staging_KD are comparing it to the libraries listed below
Sorting:
- Expert-level ECG-only sleep staging☆27Jan 25, 2026Updated 2 weeks ago
- A PyTorch/PyTorch Lightning implementation of the U-Time model (see https://arxiv.org/abs/1910.11162)☆12Mar 19, 2021Updated 4 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- Repository for the SPDTransNet model, a Transformer-based architecture to analyze sequences of SPD matrices without loss of their Riemann…☆35Oct 15, 2024Updated last year
- Sleep stage detection using ECG☆138Jan 23, 2026Updated 3 weeks ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆43Jan 27, 2021Updated 5 years ago
- ☆27Dec 10, 2022Updated 3 years ago
- Do not sleep on traditional machine learning for sleep stage scoring☆52Nov 19, 2023Updated 2 years ago
- ☆17Nov 23, 2021Updated 4 years ago
- Sleep staging using single lead ECG☆15Apr 20, 2019Updated 6 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆47Sep 19, 2023Updated 2 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆74Jan 18, 2024Updated 2 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）☆35Jan 1, 2023Updated 3 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Oct 11, 2023Updated 2 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 4 years ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆21Nov 7, 2022Updated 3 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆67Sep 18, 2022Updated 3 years ago
- MATLAB Project to Classify Different Sleep Stages of the EEG Signals using Machine Learning (Random Forest and Support Vector Machine)☆13Jan 18, 2025Updated last year
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Jun 5, 2020Updated 5 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆21Dec 20, 2021Updated 4 years ago
- EEG online experiment GUI☆19Jun 7, 2023Updated 2 years ago
- Transfer learning for sleep stage detection☆35Aug 25, 2021Updated 4 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…☆167Aug 23, 2023Updated 2 years ago
- ☆57Dec 7, 2023Updated 2 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Dec 7, 2023Updated 2 years ago
- Project for identify human sleep stage using the combination of ELM and PSO compared to the combination of SVM and PSO☆24Sep 17, 2019Updated 6 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
- ☆12Sep 6, 2023Updated 2 years ago
- ecg processing 剔除错误数据 校正基线漂移 分割平均波 定位轴☆15Jun 28, 2022Updated 3 years ago
- ☆16Oct 7, 2025Updated 4 months ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Sep 6, 2023Updated 2 years ago
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Jul 16, 2021Updated 4 years 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 4 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆26Jun 20, 2023Updated 2 years ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆12Feb 4, 2026Updated last week
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Aug 10, 2021Updated 4 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- ☆18Dec 24, 2025Updated last month
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆107Dec 7, 2023Updated 2 years ago