2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture
☆17Jan 28, 2021Updated 5 years ago
Alternatives and similar repositories for lstm-cnn-eeg-sleep-staging
Users that are interested in lstm-cnn-eeg-sleep-staging are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Jun 5, 2020Updated 5 years ago
- Project to predict sleep stages based on EEG, ECG, EOG data. Signals are filtered using different methods (Wavelet, Butterworth). The pre…☆12Jun 7, 2022Updated 3 years ago
- Evaluation of Neural Networks for Classifying Electroencephalography (EEG) Data☆11Mar 15, 2022Updated 4 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 4 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆58Jun 7, 2021Updated 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.
- ☆29Oct 22, 2021Updated 4 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆94Aug 14, 2022Updated 3 years ago
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆22Mar 25, 2023Updated 3 years ago
- the experiment on EEG classify using CNN-LSTM structure network☆12Jan 14, 2017Updated 9 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29May 10, 2021Updated 5 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 5 years ago
- Public EEG Dataset☆15May 31, 2021Updated 4 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Aug 10, 2021Updated 4 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.
- Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"☆18Nov 30, 2025Updated 5 months ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆23Nov 7, 2022Updated 3 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆63Sep 5, 2017Updated 8 years ago
- Transfer learning for sleep stage detection☆35Aug 25, 2021Updated 4 years ago
- ☆25Oct 6, 2025Updated 7 months ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆36Oct 11, 2021Updated 4 years ago
- Source code for the deep learning models employed in OSAS study☆19Feb 9, 2023Updated 3 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆99Jul 29, 2025Updated 10 months ago
- Computer vision application to determine respiratory rate from the video of a sleeping person☆21Jun 20, 2016Updated 9 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.
- A collections of tools around sleep research: plotting of hypnograms / spectrograms, etc etc☆10Jan 24, 2026Updated 4 months ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆106Dec 7, 2023Updated 2 years ago
- A COMPREHENSIVE ANALYSIS OF SLEEP APNEA☆59Apr 25, 2022Updated 4 years ago
- Pytorch implementation of "SHNN: A Single-Channel EEG Sleep Staging Model Based on Semi-Supervised Learning".☆14May 17, 2022Updated 4 years ago
- ☆55Dec 7, 2023Updated 2 years ago
- selenium 携程酒店爬虫+简单数据分析☆10Dec 6, 2018Updated 7 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆68Sep 18, 2022Updated 3 years ago
- SUMO: Advanced sleep spindle identification with neural networks☆24Nov 21, 2024Updated last year
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆29Jun 6, 2025Updated 11 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code and models for the paper "An SpO2 Based Deep Learning Technique for Sleep Apnea Detection in Smart Watches."☆13Nov 18, 2024Updated last year
- 🔍 Enable AI assistants to search and access ClinicalTrials.gov data through a simple MCP interface.☆16Apr 9, 2025Updated last year
- Automated sleep staging scoring and narcolepsy identification☆91Jun 24, 2024Updated last year
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆25Jun 20, 2023Updated 2 years ago
- Yet another implementation of remote photoplethysmography (rPPG) in Python☆79Dec 3, 2024Updated last year
- Actor-Critic Instance Segmentation (CVPR 2019)☆19Mar 23, 2020Updated 6 years ago
- Confronto fra cinque diversi modelli di machine learning per il riconoscimento delle emozioni usando rivelazioni EEG e movimento oculare …☆13Oct 5, 2023Updated 2 years ago