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
Alternatives and similar repositories for Sleep-Stages-Classification-by-EEG-Signals
Users that are interested in Sleep-Stages-Classification-by-EEG-Signals are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Jun 19, 2023Updated 3 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆59Jun 7, 2021Updated 5 years ago
- Expert-level ECG-only sleep staging☆32Mar 29, 2026Updated 5 months ago
- ☆28Dec 10, 2022Updated 3 years ago
- Image Segmentation using k-means, n-cuts and superpixels☆11Mar 31, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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
- 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
- This collection of codes can be used for extracting features from continuous seismic signals for different machine learning tasks.☆28Mar 3, 2021Updated 5 years ago
- Signal processing library for research on biosignals (heart signals: ECG, PPG, PCG, BCG, inter-beat intervals)☆14May 18, 2019Updated 7 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
- Source code for "What Lives? A meta-analysis of diverse opinions on the definition of life"☆20Jul 6, 2026Updated 2 months ago
- ☆14Nov 18, 2025Updated 10 months ago
- Making use of the REST API (NeuroMorpho.org v7) to query the database☆13Jun 20, 2023Updated 3 years ago
- Sleep staging from ECG, assisted with EEG☆24May 26, 2022Updated 4 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.
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37May 15, 2024Updated 2 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
- Accompanying code repository for NEMO, A Database for Emotion Analysis Using Functional Near-infrared Spectroscopy☆15Sep 11, 2023Updated 3 years ago
- CSEDB - Clinical Safety-Effectiveness Dual-Track Benchmark☆22Aug 13, 2025Updated last year
- Sleep stage classification using BCG-based pressure signals and residual-biLSTM networks☆16Aug 2, 2024Updated 2 years ago
- Lightweight electrophysiological data analysis library☆16Sep 9, 2026Updated 2 weeks ago
- 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
- ☆16Dec 7, 2023Updated 2 years ago
- In this repo advanced vision tools are used . Algorithms for edge detection of various filters and scaling.☆12Jul 5, 2026Updated 2 months 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.
- Sleep staging using single lead ECG☆15Apr 20, 2019Updated 7 years ago
- code and data for paper Joint Image and Depth Estimation with Mask-Based Lensless Cameras☆12Oct 4, 2020Updated 5 years ago
- [CVPR 2022] Code for the paper "Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging".☆16Oct 6, 2022Updated 3 years ago
- Solving physionet2017 with RCRNN☆10Jun 11, 2019Updated 7 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
- Unofficial Reproduction: Capacity estimation of lithium-ion batteries based on adaptive empirical wavelet transform and long short-term m…☆12Oct 28, 2024Updated last year
- ☆15Feb 8, 2023Updated 3 years ago
- 使用CNN进行图像分类，并且附录了SIFT+BOG+SVM多分类器的机器学习分类模型☆39Aug 8, 2019Updated 7 years ago
- Implementation of Input Stationary, Weight Stationary and Output Stationary dataflow for given neural network on a tiled architecture☆10Apr 19, 2020Updated 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.
- Deep learning extended depth-of-field microscope for fast and slide-free histology☆13Nov 22, 2021Updated 4 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆21Mar 2, 2026Updated 6 months ago
- 位宽和深度可定制的异步FIFO☆14May 29, 2024Updated 2 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆21Jun 5, 2020Updated 6 years ago
- This projected explored the effect of introducing channel and spatial attention mechanisms, namely SEN-Net, ECA-Net, and CBAM to existin…☆11Jun 11, 2023Updated 3 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆282Sep 26, 2023Updated 2 years ago
- An open source arduino heart rate monitor based on the AD8232 with a graphical interface written in python.☆22Nov 13, 2023Updated 2 years ago