End-to-end Sleep Staging with Raw Single Channel EEG
☆14May 13, 2019Updated 6 years ago
Alternatives and similar repositories for ASSC
Users that are interested in ASSC are comparing it to the libraries listed below
Sorting:
- 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
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆107Dec 7, 2023Updated 2 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
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆63Sep 5, 2017Updated 8 years ago
- Transfer learning for sleep stage detection☆35Aug 25, 2021Updated 4 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Dec 7, 2023Updated 2 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆265Aug 27, 2021Updated 4 years ago
- Pytorch implementation of "SHNN: A Single-Channel EEG Sleep Staging Model Based on Semi-Supervised Learning".☆13May 17, 2022Updated 3 years ago
- This network uses Unet to perform segmentation of ECG to identify P,QRS,T components of a given ECG.☆22Jul 23, 2018Updated 7 years ago
- EEG Sleep stage classification using CNN with Keras☆183Jun 17, 2024Updated last year
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- This repo contains the code for our AAAI-Workshop paper "Learning disentangled representations from 12-lead electrograms: application in …☆11Dec 12, 2018Updated 7 years ago
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Aug 10, 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 …☆67Sep 18, 2022Updated 3 years ago
- Matlab GUI to load, plot, analyze and filter real ECG signal and model your own ECG.☆16Nov 21, 2016Updated 9 years ago
- The code and trained models that were submitted for the official winning entry of the Physionet 2018: You Snooze You Win challenge☆12May 14, 2020Updated 5 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆12May 24, 2020Updated 5 years ago
- ☆14Mar 16, 2018Updated 7 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆58Jun 7, 2021Updated 4 years ago
- ☆15Sep 20, 2022Updated 3 years ago
- The dataset used for the "A non-contact SpO2 estimation using video magnification and infrared data" publication☆13Jun 27, 2024Updated last year
- ☆13Jun 15, 2022Updated 3 years ago
- A PyTorch/PyTorch Lightning implementation of the U-Time model (see https://arxiv.org/abs/1910.11162)☆12Mar 19, 2021Updated 4 years ago
- Active Noise Reduction with Python☆14Nov 15, 2017Updated 8 years ago
- ☆17Nov 23, 2021Updated 4 years ago
- Explainable vision transformer for automatic visual sleep staging on multimodal PSG signals☆18Dec 23, 2024Updated last year
- Implementation of interesting research papers☆16Jan 1, 2019Updated 7 years ago
- Dynamic Time Warping algorithm for the Physionet Challenge 2016☆16Nov 10, 2016Updated 9 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
- Peak detection for 1D signals☆19Dec 28, 2020Updated 5 years ago
- C implementation of Pan-Tompkins QRS detection algorithm.☆19Aug 2, 2014Updated 11 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Sep 6, 2023Updated 2 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆38May 15, 2024Updated last year
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆17Jan 28, 2021Updated 5 years ago
- Deep learning based ECG classification☆17Jun 25, 2018Updated 7 years ago
- Vital signs monitor based on PPG signal captured by smartphone camera☆21Apr 25, 2025Updated 10 months ago
- ☆14Jul 11, 2023Updated 2 years ago
- ☆38Feb 15, 2021Updated 5 years ago
- A branch of FieldTrip with added functionality for sleep analyses☆21Apr 2, 2024Updated last year