An easy-to-use app that automatically sleep scores and provides interactive visualization for EEG, EMG, and/or Norepinephrine recordings of mice.
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Feb 27, 2025 - Python
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sleep-scoring
Here are 11 public repositories matching this topic...
Source code for the paper "Automatic Actigraphy and Polysomnography Sleep Scoring using Deep Learning".
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Nov 8, 2023 - Python
Class wrapper of the yasa package to detect drowsiness/sleep phase using EEG data
eeg sleep eeg-analysis sleep-analysis eeg-signals-processing sleep-staging drowsiness-detection sleep-scoring
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Apr 6, 2024 - Python
Codes related to the paper "Attention-Based CNN-BiLSTM for Sleep States Classification of Spatiotemporal Wide-Field Calcium Imaging Data"
deep-learning classification neuroimaging calcium-imaging attention-mechanism lstm-neural-networks mouse-brain video-classification bilstm sleep-scoring spatialtemporal sleep-stage-classification wide-field-optical-imaging
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Aug 3, 2024 - Jupyter Notebook
Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring
deep-learning electroencephalography time-series-analysis sleep-analysis sleep-scoring multi-scored-datasets
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Jan 18, 2023 - Python
DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model With Uncertainty Estimates
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May 3, 2023 - Python
A toolbox for sleep data analysis and sleep stage classification
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Feb 27, 2025 - AMPL
Codes related to paper "Automated sleep stage classification of wide-field calcium imaging data via multiplex visibility graphs and deep learning"
deep-learning neuroimaging calcium-imaging visibility-graph mouse-brain video-classification cnn-classification sleep-scoring spatialtemporal sleep-stage-classification wide-field-optical-imaging
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Mar 3, 2022 - Python
EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.
signal-processing eeg sleep event-detection psg eeglab sleep-research sleep-analysis eeg-signals-processing sleep-staging sleep-stage-scoring sleep-scoring polysomnography eeg-preprocessing
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Feb 18, 2025 - MATLAB
Automatically score rodent sleep using EEG and EMG recordings
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Oct 30, 2023 - MATLAB
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
signal-processing eeg-signals stft sleep numba spectral-analysis deep-sleep eeg-analysis sleep-spindles sleep-analysis peak-detection sleep-staging sleep-stage-scoring sleep-scoring artefact-rejection
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Jan 31, 2025 - Python
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