Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEG. Undergraduate thesis
☆20Dec 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. 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…☆172Aug 23, 2023Updated 2 years ago
- ☆29Oct 22, 2021Updated 4 years ago
- Automated sleep staging scoring and narcolepsy identification☆91Jun 24, 2024Updated last year
- PyTorch implementation of sleep-stage classifier using photoplethysmography (PPG) data.☆16Jan 24, 2023Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29May 10, 2021Updated 5 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.
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆269Aug 27, 2021Updated 4 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- An open-source sleep stage classification Python package☆113Sep 21, 2025Updated 8 months ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆483Jul 19, 2024Updated last year
- Large Brain Models with Test Time Training☆37Oct 7, 2025Updated 8 months ago
- Sleep staging from ECG, assisted with EEG☆24May 26, 2022Updated 4 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 5 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
- ☆10Aug 27, 2023Updated 2 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.
- A rule-based aproach to explain the output of any machine learning model☆17Apr 4, 2024Updated 2 years ago
- ☆11Feb 4, 2022Updated 4 years ago
- Heatmap of multiclass confusion matrix☆11Sep 11, 2019Updated 6 years ago
- ☆43Nov 12, 2021Updated 4 years ago
- Utlizied brain's structural & functional connectivity to classify subjects using Graph Convolution Networks.☆12Dec 25, 2020Updated 5 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
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 6 years ago
- Face Recognition with SVM classifier using PCA, ICA, NMF, LDA reduced face vectors☆12Nov 22, 2022Updated 3 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
- 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.
- This python code simulates the Duffing oscillator, a damped driven harmonic oscillator in a double well potential.☆10Nov 16, 2015Updated 10 years ago
- TopoLM: brain-like spatio-functional organization in a topographic language model☆29May 23, 2025Updated last year
- code and data for paper Joint Image and Depth Estimation with Mask-Based Lensless Cameras☆12Oct 4, 2020Updated 5 years ago
- ☆12Aug 14, 2019Updated 6 years ago
- Local Universal Rule-based Explanations☆13Dec 17, 2025Updated 5 months 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
- ☆20Feb 3, 2025Updated last year
- Solving physionet2017 with RCRNN☆10Jun 11, 2019Updated 7 years ago
- attention으로 시계열 예측은 할 수 없을까☆10Apr 30, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arous…☆22Aug 30, 2025Updated 9 months ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆100Jul 29, 2025Updated 10 months ago
- ☆14Feb 8, 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
- Deep learning extended depth-of-field microscope for fast and slide-free histology☆13Nov 22, 2021Updated 4 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
- 位宽和深度可定制的异步FIFO☆14May 29, 2024Updated 2 years ago