Classification of sleep stages using accelerometer data
☆54Jul 13, 2022Updated 3 years ago
Alternatives and similar repositories for Sundararajan-SleepClassification-2021
Users that are interested in Sundararajan-SleepClassification-2021 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Detecting sleep/awake state using wrist-worn accelerometer data☆11Feb 14, 2019Updated 7 years ago
- asleep: a sleep classifier for wearable sensor data using machine learning☆51Mar 6, 2026Updated 2 months ago
- Using acceleration and heart rate data to classify awake, deep, and light sleep☆10Dec 21, 2017Updated 8 years ago
- Classify sleep from heart rate and acceleration via Apple Watch☆214Dec 13, 2024Updated last year
- PyTorch implementation of sleep-stage classifier using photoplethysmography (PPG) data.☆16Jan 24, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This code is part of the paper ''A Large Scale Benchmark to Validate Sleep-Wake Scoring Algorithms'' currently under review.☆26Apr 30, 2020Updated 6 years ago
- Code for Swift project to extract acceleration from Apple Watch during sleep - currently under construction☆69Feb 3, 2024Updated 2 years ago
- The goal of this repository is to make novel methods for estimating physical activity or energy expenditure from accelerometer data easie…☆12Jan 20, 2023Updated 3 years ago
- ☆44Oct 28, 2021Updated 4 years ago
- ☆67Jul 6, 2023Updated 2 years ago
- Sleep stage detection using ECG☆137Apr 13, 2026Updated 3 weeks ago
- Extracting meaningful health information from large accelerometer datasets☆242Nov 10, 2025Updated 5 months ago
- Python Software Development Kit (SDK) to process wearable sensor data☆27Oct 7, 2025Updated 7 months ago
- ☆29Oct 22, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Project for identify human sleep stage using the combination of ELM and PSO compared to the combination of SVM and PSO☆23Sep 17, 2019Updated 6 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
- Analyzing PPG (photoplethysmography) data to get Heart Rate and Breathing (maybe Oxygen) reading for the project "Early Detection of Slee…☆15Apr 10, 2019Updated 7 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Sep 6, 2023Updated 2 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆98Jul 29, 2025Updated 9 months ago
- Python-based open source package for actigraphy data analysis☆166Mar 27, 2025Updated last year
- EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG…☆22Apr 8, 2026Updated last month
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆106Dec 7, 2023Updated 2 years ago
- An open-source sleep stage classification Python package☆113Sep 21, 2025Updated 7 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- EEG Sleep stage classification using CNN with Keras☆184Jun 17, 2024Updated last year
- Automated sleep staging scoring and narcolepsy identification☆91Jun 24, 2024Updated last year
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆17Jan 28, 2021Updated 5 years ago
- A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electroderma…☆143Apr 26, 2024Updated 2 years ago
- Neural network powered Gesture Recognition API for wrist-mounted embedded devices☆12Jul 28, 2017Updated 8 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆25Jun 20, 2023Updated 2 years ago
- YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.☆555Apr 11, 2026Updated 3 weeks ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Aug 14, 2022Updated 3 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆267Aug 27, 2021Updated 4 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.
- Using regression LSTM and HRV features to follow the fluctuation of SLEEP STAGES, and applying HRV features to evaluate the pressure, dep…☆11Jun 6, 2022Updated 3 years ago
- ☆57Dec 7, 2023Updated 2 years ago
- meiyor / HEAL-T-AN-EFFICIENT-PPG-BASED-HEART-RATE-AND-IBI-ESTIMATION-METHOD-DURING-PHYSICAL-EXERCISEThis repository contains a functional code composed by Matlab and bash codes for Interbeat-interval (IBI), Heart-rate (HR) calculation, a…☆21Sep 26, 2022Updated 3 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
- DATA'20 - PPGraw is an analytical tool for the quality review of raw photoplethysmography (PPG) signals, based on 7 multi-varied decision…☆52Feb 12, 2021Updated 5 years ago
- Predicting ABP by PPG signal using LSTM.☆11Dec 15, 2019Updated 6 years ago
- chat gpt / gpt 4 plugin for unreal engine☆13Mar 21, 2023Updated 3 years ago