Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatics)
☆42Jan 27, 2021Updated 5 years ago
Alternatives and similar repositories for MetaSleepLearner
Users that are interested in MetaSleepLearner are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆43Dec 7, 2023Updated 2 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆20Jun 5, 2020Updated 6 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆59Jun 7, 2021Updated 5 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Jun 19, 2023Updated 3 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆108Dec 7, 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.
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37May 15, 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)☆37Jan 1, 2023Updated 3 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆75Feb 12, 2026Updated 6 months ago
- Sleep staging from ECG, assisted with EEG☆24May 26, 2022Updated 4 years ago
- Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be us…☆100Apr 29, 2026Updated 4 months 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
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 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…☆177Aug 23, 2023Updated 3 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆46Sep 19, 2023Updated 2 years ago
- 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.
- Do not sleep on traditional machine learning for sleep stage scoring☆51Nov 19, 2023Updated 2 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆94Aug 14, 2022Updated 4 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆282Sep 26, 2023Updated 2 years ago
- 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
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Oct 29, 2025Updated 10 months ago
- Signal processing library for research on biosignals (heart signals: ECG, PPG, PCG, BCG, inter-beat intervals)☆14May 18, 2019Updated 7 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆24Sep 22, 2022Updated 3 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Sep 6, 2023Updated 2 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 5 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.
- ☆28Dec 10, 2022Updated 3 years ago
- ADHD subtypes classification project with 3 different datatypes☆34Jul 6, 2023Updated 3 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Jan 11, 2023Updated 3 years ago
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆13Nov 2, 2020Updated 5 years ago
- Sleep stage classification using BCG-based pressure signals and residual-biLSTM networks☆16Aug 2, 2024Updated 2 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆100Aug 10, 2026Updated 3 weeks ago
- ☆56Dec 7, 2023Updated 2 years ago
- EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG…☆24May 27, 2026Updated 3 months ago
- In this project, we implemented 7 interpretation techniques on two benchmark deep learning models "EEGNet" and "InterpretableCNN" for EEG…☆16Mar 15, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Motor execution (ME)/motor imagery (MI) cross-task adaptive transfer learning algorithm for MI EEG decoding☆19Nov 15, 2023Updated 2 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆274Aug 27, 2021Updated 5 years ago
- Classification of sleep stages using accelerometer data☆54Jul 13, 2022Updated 4 years ago
- Transfer learning for sleep stage detection☆38Aug 25, 2021Updated 5 years ago
- PyTorch implementation of sleep-stage classifier using photoplethysmography (PPG) data.☆17Jan 24, 2023Updated 3 years ago
- This repository is dedicated to real-time automation of sleep staging☆24Jul 11, 2020Updated 6 years ago
- EEG Sleep stage classification using CNN with Keras☆186Jun 17, 2024Updated 2 years ago