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Stars

EEG & ML

21 repositories

Code for the paper "Model-based aversive learning in humans is supported by preferential task state reactivation"

Jupyter Notebook 4 2 Updated Jun 5, 2021

Brain Time Toolbox: Warp electrophysiological data from clock time to brain time and analyze the dynamic neural patterns of cognitive processes.

MATLAB 41 6 Updated Jun 29, 2022
Python 2 4 Updated Jun 18, 2024

A list of openly available software tools for (mostly human) electrophysiology.

114 22 Updated Feb 9, 2025

A list of openly available datasets in (mostly human) electrophysiology.

433 72 Updated Feb 25, 2025

Automatic EEG bad channel/epoch/ICA-component detection using FASTER

Python 21 4 Updated Feb 12, 2025
Python 5 2 Updated Nov 22, 2022

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

Python 456 117 Updated Mar 15, 2025

Automated sleep staging scoring and narcolepsy identification

Python 79 26 Updated Jun 24, 2024

Popular ECG QRS detectors written in python

Python 367 83 Updated Feb 26, 2024
MATLAB 9 8 Updated Sep 20, 2019

Code to reproduce memory retrieval MEG analysis pipeline

MATLAB 6 1 Updated May 16, 2020

Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"

Python 82 16 Updated Apr 7, 2025

Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"

Python 32 8 Updated Oct 11, 2021

Closed- and Open-loop (Slow Oscillations) Sleep Stimulation (Auditory) or Recording in full-PSG using OpenBCI Cyton. Allows for Closed- and Open-loop Targeted Memory Reactivation (TMR) or Slow-wave…

C++ 31 6 Updated Jul 6, 2023

For my current research.

Jupyter Notebook 38 14 Updated Jun 26, 2018

Classification and Explanation Model of Brain Signal based on Deep Learning Model

Python 72 29 Updated Nov 30, 2018

Deep learning software to decode EEG, ECG or MEG signals

Python 907 195 Updated Apr 11, 2025

Covariance Data Frames for Predictive M/EEG Pipelines

Python 32 13 Updated Mar 5, 2024

Python + EEG/MEG = PyEEG

Python 256 87 Updated Jan 18, 2024

Automatic EEG IC classification plugin for EEGLAB

MATLAB 57 20 Updated Jan 23, 2025