Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEG. Undergraduate thesis
☆21Dec 20, 2021Updated 4 years ago
Alternatives and similar repositories for AutomaticSleepStageClassifier
Users that are interested in AutomaticSleepStageClassifier are comparing it to the libraries listed below
Sorting:
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆167Aug 23, 2023Updated 2 years ago
- Reproducing TinySleepNet for sleep stage prediction based on the signal channel EEG using PyTorch and implementing a new smaller and fast…☆10May 9, 2021Updated 4 years ago
- Repository holding the jupyter notebooks and python packages used to generate figures in our paper: "Spontaneous behaviour is structured …☆10Feb 7, 2023Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 4 years ago
- Automated sleep staging scoring and narcolepsy identification☆92Jun 24, 2024Updated last year
- ☆31Oct 22, 2021Updated 4 years ago
- PyTorch implementation of sleep-stage classifier using photoplethysmography (PPG) data.☆17Jan 24, 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…☆22Aug 30, 2025Updated 6 months ago
- Sleep staging from ECG, assisted with EEG☆25May 26, 2022Updated 3 years ago
- An open-source sleep stage classification Python package☆114Sep 21, 2025Updated 5 months ago
- ☆44Nov 12, 2021Updated 4 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆265Aug 27, 2021Updated 4 years ago
- Code for the paper `A 1D-CNN based deep learning technique for sleep apnea detection in IoT sensors'☆24Nov 18, 2024Updated last year
- Arrhythmia detection using deep convolutional neural network with long duration ECG signals☆25Aug 25, 2019Updated 6 years ago
- Multiple Kinect V2 Calibration☆23Aug 18, 2016Updated 9 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆58Jun 7, 2021Updated 4 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆26Jun 20, 2023Updated 2 years ago
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆22Mar 25, 2023Updated 2 years ago
- ☆27Dec 10, 2022Updated 3 years ago
- Second coursework & case from Sber Data Science competition. Links to scientific papers to which I will refer will be here.☆13Nov 12, 2021Updated 4 years ago
- Detection of sleep apnea using machine learning☆30Sep 23, 2019Updated 6 years ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆30Sep 29, 2020Updated 5 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆474Jul 19, 2024Updated last year
- A research project and comparative study on various Active Noise Cancellation Algorithms like FxLMS, EMFN, Chebyshev filter and Hammerste…☆10Jul 3, 2022Updated 3 years ago
- A library of techniques for local interpretation of machine learning models☆10Mar 24, 2023Updated 2 years ago
- Python measurement platform for the NanoElectronics group☆10Mar 4, 2021Updated 4 years ago
- Enables creation of Eye Tracking VR content in Unity, using FOVE.☆11Aug 13, 2025Updated 6 months ago
- ☆11May 17, 2024Updated last year
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆67Sep 18, 2022Updated 3 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆43Jun 4, 2024Updated last year
- A comprehensive list of pain intensity classification papers mainly based on deep learning algorithms☆12Oct 20, 2024Updated last year
- The Adaptive Multi-Factor (AMF) asset pricing model with the Groupwise Interpretable Basis Selection (GIBS) algorithm.☆10Dec 12, 2021Updated 4 years ago
- Winning Solution for the M5 Competition for Uncertainty Forecasting☆10May 25, 2023Updated 2 years ago
- Years of matlab utilities, including an interface between NEURON and Matlab☆17Mar 28, 2011Updated 14 years ago
- Dirt cheap, easy to assemble, quality DIY NIR-HEG☆11Oct 16, 2022Updated 3 years ago
- A VS Code extension to customise a theme☆16Jul 20, 2022Updated 3 years ago
- ☆10May 3, 2024Updated last year
- Transfer Learning for Stenosis Detection in X-ray Coronary Angiography☆13Jul 3, 2021Updated 4 years ago