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    40 repositories

    • Infomorphic_Networks

      Public
      information-theorypartial-information-decomposition
      Jupyter Notebook
      •0•0•0•0•Updated Dec 5, 2024Dec 5, 2024

    • neuro_op

      Public
      Neuroscience-inspired opinion modelling, or "Global information organisation emerging from topology-restricted active inference"
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • icomo

      Public
      Tools for the inference of compartmental models
      Python
      •
      MIT License
      •1•7•0•0•Updated Nov 27, 2024Nov 27, 2024

    • synaptic_power_law_adaptation

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

    • RESPINOW-Hub

      Public
      R
      •6•0•0•0•Updated Oct 15, 2024Oct 15, 2024

    • custom_hopfield_images

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Oct 8, 2024Oct 8, 2024

    • mouse_visual_timescales

      Public
      Signatures of hierarchical temporal processing in the mouse visual system
      Jupyter Notebook
      •1•0•0•0•Updated Jul 12, 2024Jul 12, 2024

    • covid19_variants_chile

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated May 30, 2024May 30, 2024

    • stimulating_modular_cultures

      Public
      Code accompanying our publication "Modular Architecture Facilitates Noise-Driven Control of Synchrony in Neuronal Networks"
      Jupyter Notebook
      •2•1•0•0•Updated Mar 5, 2024Mar 5, 2024

    • priesemann-group.github.io

      Public
      website
      HTML
      •0•0•0•0•Updated Feb 8, 2024Feb 8, 2024

    • prediction_mismatch

      Public
      A model for prediction mismatch responses in cortex
      Jupyter Notebook
      •
      Creative Commons Zero v1.0 Universal
      •0•0•0•0•Updated Nov 12, 2023Nov 12, 2023

    • hdestimator

      Public
      statisticsinformation-theoryscientific
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •2•7•0•0•Updated Aug 9, 2023Aug 9, 2023

    • covid19_inference

      Public
      Bayesian python toolbox for inference and forecast of the spread of the Coronavirus
      pythonpymc3covid-19inferencebayesian-python-toolbox
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •70•73•7•3•Updated Aug 2, 2023Aug 2, 2023

    • mrestimator

      Public
      Toolbox for the Multistep Regression Estimator
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •5•13•1•1•Updated Aug 1, 2023Aug 1, 2023

    • neuromorphic-bistability

      Public
      Repository accompanying Cramer et al., Phys. Rev. Research (2023)
      TeX
      •
      MIT License
      •0•2•0•0•Updated Jul 3, 2023Jul 3, 2023

    • rowland-et-al2023_recurrence

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jul 3, 2023Jul 3, 2023

    • covid19_inference_forecast

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •53•179•2•0•Updated Jul 3, 2023Jul 3, 2023

    • nninfo

      Public
      A Python Package for the Analysis of Deep Neural Networks using Information Theory
      deep-learninginformation-theorycomplexityrepresentation-learningpartial-information-decomposition
      Python
      •
      Other
      •1•6•0•0•Updated Jun 13, 2023Jun 13, 2023

    • contact_pattern_outbreak

      Public
      Code accompanying our paper "How contact patterns destabilize and modulate epidemic outbreaks"
      Python
      •
      MIT License
      •1•0•0•0•Updated Jun 12, 2023Jun 12, 2023

    • covid-vaccine-dynamics

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•1•0•0•Updated Feb 6, 2023Feb 6, 2023

    • covid19_soccer

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Jan 31, 2023Jan 31, 2023

    • BayesFlow

      Public
      A library for constructing specialized neural networks for Bayesian parameter inference (invertible networks) and Bayesian model selection (evidential networks).
      Jupyter Notebook
      •
      MIT License
      •56•0•0•0•Updated Jul 26, 2022Jul 26, 2022

    • sampling_for_genomic_surveillance

      Public
      Repository for code and data used in the sampling project (genomic surveillance)
      MATLAB
      •0•0•0•0•Updated Jul 13, 2022Jul 13, 2022

    • mismatch_responses

      Public
      These files accompany the results obtained in "Visuomotor mismatch responses as a hallmark of explaining away in causal inference".
      Julia
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Mar 30, 2022Mar 30, 2022

    • criticalavalanches

      Public
      Python
      •
      GNU General Public License v3.0
      •3•2•0•0•Updated Feb 3, 2022Feb 3, 2022

    • covid19_infoXpand_feedbackloop

      Public
      Code and figures of the paper 'Interplay between information and disease spread shapes SARS-CoV-2 transition to endemicity'
      Jupyter Notebook
      •1•3•0•0•Updated Dec 15, 2021Dec 15, 2021

    • covid19_winter_dilemma

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Dec 15, 2021Dec 15, 2021

    • dendritic_balance

      Public
      Code to reproduce experiments in "Local dendritic balance enables learning of efficient representations in networks of spiking neurons"
      Julia
      •
      GNU General Public License v3.0
      •0•7•0•0•Updated Dec 7, 2021Dec 7, 2021

    • dyadic_task

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Oct 27, 2021Oct 27, 2021

    • covid19_metastability

      Public
      MATLAB
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Oct 11, 2021Oct 11, 2021