EEG Sleep stage classification using CNN with Keras
☆185Jun 17, 2024Updated last year
Alternatives and similar repositories for EEG_classification
Users that are interested in EEG_classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆267Aug 27, 2021Updated 4 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆481Jul 19, 2024Updated last year
- ☆14Jul 11, 2023Updated 2 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Dec 7, 2023Updated 2 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆63Sep 5, 2017Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆31Oct 22, 2021Updated 4 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 6 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Aug 14, 2022Updated 3 years ago
- An open-source sleep stage classification Python package☆114Sep 21, 2025Updated 6 months ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆17Jan 28, 2021Updated 5 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆170Aug 23, 2023Updated 2 years ago
- This repository is dedicated to real-time automation of sleep staging☆25Jul 11, 2020Updated 5 years 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
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆272Sep 26, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 4 years ago
- ☆31Jul 14, 2020Updated 5 years ago
- 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
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆107Dec 7, 2023Updated 2 years ago
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,153Jul 20, 2025Updated 8 months ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆49Dec 7, 2023Updated 2 years ago
- Transfer learning for sleep stage detection☆35Aug 25, 2021Updated 4 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆242May 20, 2024Updated last year
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆97Jul 29, 2025Updated 8 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,502May 2, 2022Updated 3 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 3 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Jun 5, 2020Updated 5 years ago
- Sleep stage detection using ECG☆138Updated this week
- Graph Convolutional Networks for 4-class EEG Classification☆87Sep 24, 2020Updated 5 years ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆16Aug 22, 2025Updated 7 months ago
- This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.☆223Oct 5, 2017Updated 8 years ago
- ☆44Nov 12, 2021Updated 4 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆43Jan 27, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆282Nov 21, 2022Updated 3 years ago
- Emotion Recognition using ML methods on the SEED dataset☆22Aug 6, 2019Updated 6 years ago
- A deep learning project to classify brainwave signals.☆14Jan 27, 2019Updated 7 years ago
- A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.☆762Jul 2, 2020Updated 5 years ago
- Classification of sleep stages using accelerometer data☆55Jul 13, 2022Updated 3 years ago
- EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG…☆21Apr 1, 2026Updated last week
- ☆45Oct 28, 2021Updated 4 years ago