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
Alternatives and similar repositories for sleep-stage-identification
Users that are interested in sleep-stage-identification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MATLAB☆34Oct 21, 2017Updated 8 years ago
- Using acceleration and heart rate data to classify awake, deep, and light sleep☆10Dec 21, 2017Updated 8 years ago
- Simulation code for “Deploying Dense Networks for Maximal Energy Efficiency: Small Cells Meet Massive MIMO” by Emil Björnson, Luca Sangui…☆15Oct 27, 2017Updated 8 years ago
- Sleep stage classification using BCG-based pressure signals and residual-biLSTM networks☆16Aug 2, 2024Updated last year
- Sleep staging using single lead ECG☆15Apr 20, 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.
- Signal prediction by using LSSVM with PSO and PSR☆24Jul 24, 2018Updated 7 years ago
- Wavelet transform and SVM are used to identify awake or sleep based on EEG signal.☆18Nov 22, 2022Updated 3 years ago
- Financial mathematics library with PMT, amortization schedules and grossup solver implementations☆24Jul 16, 2022Updated 3 years ago
- Simulation code for “Optimal Design of Energy-Efficient Multi-User MIMO Systems: Is Massive MIMO the Answer?” by Emil Björnson, Luca Sang…☆18Oct 27, 2017Updated 8 years ago
- an evaluation of matched filter based spectrum sensing procedure in Cognitive Radio using MATLAB simulation Monte Carlo simulation☆17Sep 9, 2018Updated 7 years ago
- In this Basic Tutorial, I have used 1DCNN for EEG classification using random dataset, You can use your own dataset☆19Jul 16, 2019Updated 6 years ago
- ☆27Dec 10, 2022Updated 3 years ago
- Matlab code for implementing Nonnegativity Constrained Autoencoder (NCAE) for Deep Learning.☆13Nov 15, 2015Updated 10 years ago
- Publicized code for the standalone implementation of DCNN-based screw detection using Xception and other architectures for automated disa…☆25Oct 16, 2025Updated 6 months 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.
- Simulation code for “Massive MIMO Systems with Non-Ideal Hardware: Energy Efficiency, Estimation, and Capacity Limits” by Emil Björnson, …☆30Oct 27, 2017Updated 8 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆267Aug 27, 2021Updated 4 years ago
- Classification of sleep stages using accelerometer data☆54Jul 13, 2022Updated 3 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆76Feb 12, 2026Updated 2 months ago
- This is my undergraduate thesis about high-performance discrete particle swarm optimization (PSO) algorithm and software development of a…☆33Jan 14, 2018Updated 8 years ago
- Implementation of an online sequential extreme learning machine with kernels for nonstationary time series prediction.☆12Apr 10, 2021Updated 5 years ago
- Unminified code for EDF viewer. This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International …☆41Jan 12, 2018Updated 8 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆61Jun 19, 2023Updated 2 years ago
- Denoising signal using PSO and DWT☆11Nov 13, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Collect Case Western Reserve University Bearing Data in python 3☆11Apr 14, 2020Updated 6 years ago
- This is for my Biomedical Computation class in campus. The problem is for classifying EEG Dataset from Bonn University that contains seiz…☆11Jan 9, 2017Updated 9 years ago
- This project presents a novel approach for J peak detection in Heart-Rate monitoring. The proposed approach employs accelerometers to col…☆10Oct 30, 2023Updated 2 years ago
- An open-source sleep stage classification Python package☆113Sep 21, 2025Updated 7 months ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆172Aug 23, 2023Updated 2 years ago
- Mininet SDN based experiments on load balancing and improving server response times☆28Nov 4, 2020Updated 5 years ago
- Multivariate Electricity Consumption Prediction with Extreme Learning Machine☆10Jun 25, 2018Updated 7 years ago
- ArchiveWeb.page Express!☆14Nov 1, 2024Updated last year
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Sep 6, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆46Sep 19, 2023Updated 2 years ago
- Signal processing library for research on biosignals (heart signals: ECG, PPG, PCG, BCG, inter-beat intervals)☆14May 18, 2019Updated 6 years ago
- Indoor Positioning using Visible Light Communication☆16May 3, 2019Updated 7 years ago
- Alzheimer's Classification Using Convolutional Neural Networks☆33Nov 15, 2017Updated 8 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- 一种有效的电力负荷预测方法☆67Dec 18, 2019Updated 6 years ago
- The binary version of Differential Evolution (DE), named as Binary Differential Evolution (BDE) is applied for feature selection tasks.☆11Jan 10, 2021Updated 5 years ago