Alternatives and similar repositories for SLEEPNET

Users that are interested in SLEEPNET are comparing it to the libraries listed below

• skjerns / AutoSleepScorer
  An open-source sleep stage classification Python package
  ☆111Updated 2 years ago
• kedarps / DeepSleepNet
  Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017
  ☆12Updated 6 years ago
• raphaelvallat / yasa_classifier
  Notebooks for training the classifier of YASA sleep staging
  ☆23Updated 3 years ago
• wonambi-python / wonambi
  Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be us…
  ☆87Updated 3 months ago
• robintibor / braindevel
  For my current research.
  ☆38Updated 6 years ago
• Dreem-Organization / dreem-learning-evaluation
  Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"
  ☆32Updated 3 years ago
• Dreem-Organization / RobustSleepNet
  Transfer learning for sleep stage detection
  ☆30Updated 3 years ago
• pquochuy / SeqSleepNet
  SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
  ☆102Updated last year
• pquochuy / MultitaskSleepNet
  Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification
  ☆40Updated last year
• garethjns / Kaggle-EEG
  Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.
  ☆104Updated 5 years ago
• robintibor / high-gamma-dataset
  ☆73Updated 2 years ago
• Stanford-STAGES / stanford-stages
  Automated sleep staging scoring and narcolepsy identification
  ☆81Updated 10 months ago
• anasimtiaz / sleep-edfx-toolbox
  A Matlab toolbox to download, extract and work with PhysioNet Sleep EDF Expanded Database
  ☆21Updated 4 years ago
• drasros / sleep_staging_shhs
  Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"
  ☆59Updated 7 years ago
• YangWangsky / tf_EEGLearn
  A tensorflow implementation for EEGLearn
  ☆78Updated 5 years ago
• Ori226 / p300_lstm
  Demonstrate the code used in "Using Recurrent Neural Networks for P300-Based Brain-Computer Interface"
  ☆31Updated 7 years ago
• hubertjb / dl-eeg-tutorial
  Hands-on tutorial on deep learning for EEG classification.
  ☆74Updated last year
• wangjinzhuo / wearables
  ☆31Updated 4 years ago
• robintibor / braindecode
  Moved to https://github.com/TNTLFreiburg/braindecode!
  ☆62Updated 5 years ago
• EderSantana / DeepEEG
  Deep learning for EEG analysis. This script was used to generate the results of the paper "Joint Optimization of Algorithmic Suites for E…
  ☆56Updated 9 years ago
• hubertjb / dl-eeg-review
  Supplementary material for systematic literature review on deep learning and EEG.
  ☆155Updated 5 years ago
• NeuroTechX / dl-eeg-playground
  Deep Learning EEG Playground
  ☆74Updated 8 months ago
• mHealthBuet / ASSC
  End-to-end Sleep Staging with Raw Single Channel EEG
  ☆14Updated 6 years ago
• SPOClab-ca / dn3
  The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.
  ☆68Updated 2 years ago
• robintibor / auto-eeg-diagnosis-example
  ☆36Updated 7 years ago
• hubertjb / dynamic-spatial-filtering
  Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021
  ☆29Updated 2 years ago
• pbashivan / EEG_CNN
  Python code for mental state recognition from EEG observations using CNN and RNN networks.
  ☆34Updated 9 years ago
• TNTLFreiburg / braindecode
  Outdated, see new https://github.com/braindecode/braindecode
  ☆329Updated 5 years ago
• sappelhoff / pyprep
  PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data
  ☆151Updated last week
• gumpy-bci / gumpy-deeplearning
  Deep Learning Models for Brain Computer Interfaces
  ☆31Updated 6 years ago