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    29 repositories

    • PyBispectra

      Public
      A Python signal analysis toolbox for computing spectral-domain interactions using the bispectrum.
      waveformneurosciencessdconnectivityspectral-analysisphase-amplitude-couplingbispectrumcross-frequency-couplingwaveshapebicoherence
      Python
      •
      MIT License
      •5•19•1•0•Updated Jan 13, 2025Jan 13, 2025

    • BSI-Zoo

      Public
      A brain source imaging zoo!
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •3•7•4•4•Updated Jan 2, 2025Jan 2, 2025

    • xai-tris-whitening

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Dec 11, 2024Dec 11, 2024

    • gecobench

      Public
      NLP Benchmark for XAI methods
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •1•4•1•0•Updated Dec 3, 2024Dec 3, 2024

    • PyBispectra_dev

      Public
      A Python signal analysis toolbox for computing spectral-domain interactions using the bispectrum.
      Python
      •
      MIT License
      •5•0•0•0•Updated Nov 18, 2024Nov 18, 2024

    • bispectrum_decomposition

      Public
      A method for the decomposition of cross-bispectra
      MATLAB
      •0•0•0•0•Updated Aug 17, 2024Aug 17, 2024

    • exact

      Public
      Web app to evaluate explainable ai methods
      TypeScript
      •1•4•0•0•Updated Aug 14, 2024Aug 14, 2024

    • TRAPOD

      Public
      Transformer-based POD predictor
      Python
      •1•0•0•0•Updated Jul 12, 2024Jul 12, 2024

    • icdep

      Public
      Intensive Care Delirium Prediction
      Python
      •1•1•0•0•Updated Apr 16, 2024Apr 16, 2024

    • comorbidity_prediction

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Apr 16, 2024Apr 16, 2024

    • mri_preprocessing

      Public
      Documentation of MRI preprocessing with sMRIprep pipeline
      Jupyter Notebook
      •1•1•0•0•Updated Apr 15, 2024Apr 15, 2024

    • machine-learning-to-predict-depression-in-college-students-during-the-COVID-19-pandemic

      Public
      These scripts were used for the data analysis process used in our paper ("Machine Learning Models Predict the Emergence of Depression in Argentinean College Students during Periods of COVID-19 Quarantine"). This ML models predict depression in college students as a classification task and as a regression task.
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Mar 14, 2024Mar 14, 2024

    • Preprocessing-for-EEG

      Public
      First commit
      MATLAB
      •2•0•0•0•Updated Feb 5, 2024Feb 5, 2024

    • eeg_preprocessing

      Public
      MATLAB
      •1•0•0•0•Updated Jan 31, 2024Jan 31, 2024

    • roiconnect

      Public
      ROI connectivity analysis in EEG
      HTML
      •17•2•0•0•Updated Dec 19, 2023Dec 19, 2023

    • xai-tris

      Public
      XAI-Tris
      pythonbenchmarkingmachine-learningartificial-intelligenceinterpretabilityinterpretable-aiinterpretable-mlexplainable-aiexplainable-mlxai
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •2•3•0•0•Updated Nov 15, 2023Nov 15, 2023

    • PAC

      Public
      MATLAB
      •
      GNU General Public License v3.0
      •3•0•0•0•Updated Nov 2, 2023Nov 2, 2023

    • MotorImag

      Public
      Experiment in which participants imagined either a right or a left arm movement. Analysis of region-wise power and inter-regional MIM and statistical testing of these metrics in left vs. right condition.
      MATLAB
      •3•0•0•0•Updated Oct 26, 2023Oct 26, 2023

    • pp-xaibenchmarking-platform

      Public
      Programming Project: XAI Benchmarking Platform
      Python
      •1•1•0•0•Updated Oct 19, 2023Oct 19, 2023

    • Pretrain_XAI_gt

      Public
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Jun 27, 2023Jun 27, 2023

    • FCsim

      Public
      Simulation on different pipelines to analyse functional connectivity from EEG data
      MATLAB
      •
      GNU General Public License v3.0
      •6•0•0•0•Updated Jun 23, 2023Jun 23, 2023

    • Demo-for-good-software-practices-in-DS

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Apr 28, 2023Apr 28, 2023

    • mne-connectivity

      Public
      Connectivity algorithms that leverage the MNE-Python API.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •34•0•0•0•Updated Oct 13, 2022Oct 13, 2022

    • EMP_code

      Public
      code for EEGManyPipelines project
      MATLAB
      •2•1•0•0•Updated May 13, 2022May 13, 2022

    • Dugh-NeurIPS-2021

      Public
      This repo contains the code for the paper "Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging" that has been accepted to NeurIPS 2021.
      MATLAB
      •3•0•0•0•Updated Dec 5, 2021Dec 5, 2021

    • FUN-Learning

      Public
      This repository contains the codes for producing results in the following paper:
      MATLAB
      •1•0•0•0•Updated Nov 29, 2021Nov 29, 2021

    • MedNeurips_2021

      Public
      Jupyter Notebook
      •
      BSD 2-Clause "Simplified" License
      •1•0•0•0•Updated Oct 26, 2021Oct 26, 2021

    • EMGgaitprediction

      Public
      Supplementary code and data for the paper "Gait event prediction from surface EMG in parkinsonian patients"
      BSD 3-Clause "New" or "Revised" License
      •0•1•0•0•Updated Sep 12, 2021Sep 12, 2021

    • scrutinizing-xai

      Public
      Scrutinizing XAI with linear ground-truth data
      Python
      •
      MIT License
      •1•2•0•0•Updated May 1, 2021May 1, 2021