Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017
☆12Nov 13, 2018Updated 7 years ago
Alternatives and similar repositories for DeepSleepNet
Users that are interested in DeepSleepNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Jul 11, 2023Updated 3 years ago
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Aug 10, 2021Updated 5 years ago
- This repository is dedicated to real-time automation of sleep staging☆24Oct 8, 2026Updated 3 weeks ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 7 years ago
- 🎧 Muse - The brain sensing headband plus attention level☆18Jul 6, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆496Jul 19, 2024Updated 2 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆63Sep 5, 2017Updated 9 years ago
- Code repository for SLEEPNET paper☆13Mar 29, 2017Updated 9 years ago
- Automated sleep staging scoring and narcolepsy identification☆94Jun 24, 2024Updated 2 years ago
- Transfer learning for sleep stage detection☆38Aug 25, 2021Updated 5 years ago
- An open-source sleep stage classification Python package☆113Sep 21, 2025Updated last year
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years 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 5 years ago
- 😴 Classifying patient sleep stage (i.e. REM sleep, shallow, etc.) based on Heart Rate Variability data; model is based on time-domain Co…☆19Nov 20, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆43Dec 7, 2023Updated 2 years ago
- Our repo for the PhysioNet Computing in Cardiology Challenge 2018☆13Jul 3, 2020Updated 6 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆108Dec 7, 2023Updated 2 years ago
- Sleep Wave Analysis - an open source toolbox for matlab to score and analyse various waveforms in sleep EEG data☆55Jul 20, 2020Updated 6 years ago
- ☆31Jul 14, 2020Updated 6 years ago
- ☆21Dec 8, 2022Updated 3 years ago
- ☆15Dec 18, 2019Updated 6 years ago
- Code for automatic scoring of EEG recordings☆20May 30, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A web server for creating webpage screenshot or thumbnail (from url), with cache feature.☆11Apr 17, 2014Updated 12 years ago
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆12Jun 26, 2023Updated 3 years ago
- Three-stage sleep classification☆31Apr 26, 2024Updated 2 years ago
- Codes for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals' h…☆25Jun 21, 2023Updated 3 years ago
- 😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arous…☆22Jul 10, 2026Updated 3 months ago
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆38Oct 25, 2021Updated 5 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆274Aug 27, 2021Updated 5 years ago
- Make interacting with the fitbit api from R/shiny sweet, not bitr.☆11Apr 23, 2018Updated 8 years ago
- A Matlab toolbox to download, extract and work with PhysioNet Sleep EDF Expanded Database☆25Sep 6, 2020Updated 6 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.
- ☆11Apr 11, 2016Updated 10 years ago
- BandRatios project repository: Electrophysiological Frequency Band Ratio Measures Conflate Periodic and Aperiodic Neural Activity.☆14Oct 29, 2023Updated 3 years ago
- Tool to record and edit hand gestures with the Microsoft HoloLens 2 for in-app playback. Recordings can also be extended to possess actua…☆12Jan 13, 2022Updated 4 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆285Sep 26, 2023Updated 3 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆10Mar 14, 2019Updated 7 years ago
- okteto☆12Dec 23, 2020Updated 5 years ago
- Closed- and Open-loop (Slow Oscillations) Sleep Stimulation (Auditory) or Recording in full-PSG using OpenBCI Cyton. Allows for Closed- a…☆40Jul 6, 2023Updated 3 years ago