☆30Oct 22, 2021Updated 5 years ago
Alternatives and similar repositories for Sleep-Stage-Classification
Users that are interested in Sleep-Stage-Classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆179Aug 23, 2023Updated 3 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆20Dec 20, 2021Updated 4 years ago
- EEG Sleep stage classification using CNN with Keras☆186Jun 17, 2024Updated 2 years ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆18Jan 28, 2021Updated 5 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Aug 14, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆68Sep 18, 2022Updated 4 years ago
- Automated sleep staging scoring and narcolepsy identification☆94Jun 24, 2024Updated 2 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆496Jul 19, 2024Updated 2 years ago
- Classification of sleep stages using accelerometer data☆55Jul 13, 2022Updated 4 years ago
- Sleep stage detection using ECG☆142Oct 26, 2026Updated last week
- Do not sleep on traditional machine learning for sleep stage scoring☆52Nov 19, 2023Updated 2 years ago
- PyTorch implementation of sleep-stage classifier using photoplethysmography (PPG) data.☆17Jan 24, 2023Updated 3 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37May 15, 2024Updated 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 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.
- ☆28Dec 10, 2022Updated 3 years ago
- ☆12Sep 9, 2026Updated last month
- Predicting Neurological Outcome in Comatose Patients after Cardiac Arrest with Deep Neural Networks☆17Jun 4, 2025Updated last year
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Jun 19, 2023Updated 3 years ago
- Reproducing TinySleepNet for sleep stage prediction based on the signal channel EEG using PyTorch and implementing a new smaller and fast…☆11May 9, 2021Updated 5 years ago
- ☆23Mar 26, 2023Updated 3 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆102Aug 10, 2026Updated 2 months ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 5 years ago
- Deep Learning Solution for week wise assignment☆17Feb 19, 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.
- Sleep staging using single lead ECG☆15Apr 20, 2019Updated 7 years ago
- Code repository for SLEEPNET paper☆13Mar 29, 2017Updated 9 years ago
- fMRI artifact correction☆10Aug 2, 2024Updated 2 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 7 years ago
- Sleep stage classification using BCG-based pressure signals and residual-biLSTM networks☆16Aug 2, 2024Updated 2 years ago
- Notebook used in blogpost "Exploring Heart Rate Variability using Python"☆19Aug 29, 2018Updated 8 years ago
- Computer vision application to determine respiratory rate from the video of a sleeping person☆21Jun 20, 2016Updated 10 years ago
- This python code simulates the Duffing oscillator, a damped driven harmonic oscillator in a double well potential.☆10Nov 16, 2015Updated 10 years ago
- Emotion Recognition using ML methods on the SEED dataset☆22Aug 6, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Predict Arterial Blood Pressure Using ECG and PPG Data☆17Apr 28, 2022Updated 4 years ago
- Face Recognition with SVM classifier using PCA, ICA, NMF, LDA reduced face vectors☆12Nov 22, 2022Updated 3 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆42Jan 27, 2021Updated 5 years ago
- Balls bouncing in a ring. This simulation outlines how chaos emerges from a simple ball bouncing around in a ring. This code was inspired…☆23Feb 13, 2024Updated 2 years ago
- Code for automatic scoring of EEG recordings☆20May 30, 2019Updated 7 years ago
- EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG…☆25Sep 11, 2026Updated last month
- In this Basic Tutorial, I have used 1DCNN for EEG classification using random dataset, You can use your own dataset☆19Jul 16, 2019Updated 7 years ago