pquochuy / xsleepnet
☆53Updated last year
Alternatives and similar repositories for xsleepnet:
Users that are interested in xsleepnet are comparing it to the libraries listed below
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Updated last year
- ☆24Updated last year
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆63Updated 2 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆80Updated 2 years ago
- ☆37Updated 4 years ago
- ☆14Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29Updated 3 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆39Updated last year
- ☆18Updated 2 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆40Updated last year
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆39Updated 4 years ago
- Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging☆16Updated last month
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆45Updated last year
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆52Updated 3 years ago
- ☆16Updated 3 months ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆55Updated last year
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆33Updated 2 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆45Updated last year
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆111Updated last year
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆79Updated last year
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆220Updated last year
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆100Updated last year
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆17Updated last year
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆30Updated 9 months ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆50Updated 3 weeks ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆58Updated 7 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 4 years ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆28Updated 4 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆12Updated 3 years ago