Stanford-STAGES / stanford-stagesLinks
Automated sleep staging scoring and narcolepsy identification
☆89Updated last year
Alternatives and similar repositories for stanford-stages
Users that are interested in stanford-stages are comparing it to the libraries listed below
Sorting:
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆96Updated 5 months ago
- An open-source sleep stage classification Python package☆112Updated 4 months ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆108Updated 2 years ago
- Sleep stage detection using ECG☆138Updated last week
- Notebooks for training the classifier of YASA sleep staging☆24Updated 4 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆35Updated 4 years ago
- Transfer learning for sleep stage detection☆35Updated 4 years ago
- Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be us…☆94Updated 11 months ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Updated 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…☆165Updated 2 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Updated 2 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆63Updated 8 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆472Updated last year
- EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG …☆19Updated last month
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆43Updated 4 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆264Updated 4 years ago
- ☆38Updated 6 months ago
- EEG Sleep stage classification using CNN with Keras☆182Updated last year
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆168Updated last month
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.☆532Updated 2 weeks ago
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆84Updated 10 months ago
- Hands-on tutorial on deep learning for EEG classification.☆86Updated last year
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- Analyze and manipulate EEG data using PyEEGLab.☆63Updated 5 years ago
- Compute and plot standard EEG electrode positions.☆74Updated last month
- This repository is dedicated to real-time automation of sleep staging☆24Updated 5 years ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆75Updated 3 years ago
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆46Updated 4 months ago