Skip to content
#

polysomnography

Star

Here are 25 public repositories matching this topic...

Language: All
Filter by language
All 25 Python 12 Jupyter Notebook 4 MATLAB 3 HTML 1 JavaScript 1 Rust 1
Sort: Most stars
Sort options
Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

rfonod / deepsleep2

Star 22

😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.

machine-learning deep-learning time-series cnn pytorch neural-networks segmentation convolutional-networks physionet multichannel encoder-decoder sleep-analysis u-net medical-ai polysomnography computational-efficiency sleep-apnea sleep-arousals
  • Updated Aug 30, 2025
  • Jupyter Notebook

Kartik-jalal / Classify_EEG_Sleep_Stages-MNE-CNN

Star 0

Sleep stage classification from raw EEG/EOG using a spatial-temporal CNN (Chambon 2018 variant). Trained on PhysioNet SleepEDF-78 with MNE-Python preprocessing, ICA artifact removal, and PyTorch. Achieves ~0.72 Cohen's Kappa on subject-wise held-out test set.

deep-learning cnn pytorch eeg convolutional-neural-networks physionet mne-python ica eeg-classification sleep-staging mlflow polysomnography polysomnography-data sleep-edf biosignal-processing chambon-2018
  • Updated Apr 10, 2026
  • Python

Improve this page

Add a description, image, and links to the polysomnography topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the polysomnography topic, visit your repo's landing page and select "manage topics."

Learn more