nengwp / CCRRSleepNet
CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG
☆11Updated 3 years ago
Alternatives and similar repositories for CCRRSleepNet:
Users that are interested in CCRRSleepNet are comparing it to the libraries listed below
- The code for paper "A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification"☆26Updated 2 years ago
- ☆18Updated 2 years ago
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆25Updated last year
- A Residual based Attention Model for EEG basedSleep Staging☆12Updated 3 years ago
- Classification of 12-lead ECGs: the PhysioNet - Computing in Cardiology Challenge 2020☆12Updated last year
- AF Classification from a short single lead ECG recording: the PhysioNet/Computing in Cardiology Challenge 2017☆24Updated 6 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29Updated 3 years ago
- ☆53Updated last year
- A list of papers for sleep stages classification using machine learning/deep learning.☆81Updated 2 years ago
- The model and the code of The China Physiological Signal Challenge 2018 champion☆33Updated 2 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Updated last year
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆31Updated 10 months ago
- ☆15Updated 3 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆17Updated last year
- BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.☆18Updated 2 weeks ago
- ☆31Updated 4 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆56Updated last year
- Code for training, evaluating, and visualizing performance of mental workload classification using fNIRS BCI sensors☆28Updated 3 years ago
- [Biomedical Signal Processing and Control] ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional t…☆36Updated 10 months ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆52Updated last month
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆42Updated last year
- ☆11Updated 11 months ago
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆17Updated 2 years ago
- ☆37Updated 4 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆40Updated 4 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆47Updated last year
- Official implementation of our IEEE:SMC 2021 paper "IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification"☆30Updated last year
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆64Updated 2 years ago