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@unibe-cns Computational Neuroscience, University of Bern

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    23 repositories

    • TopDownOFC

      Public
      Code for the manuscript 'Hierarchy of prediction errors shapes the learning of context-dependent sensory representations'
      context-switchingnon-stationary-environmenttop-down-modulationdendrite-computationorbitofrontal-cortexcontext-prediction-error
      Python
      •
      GNU General Public License v3.0
      •0•3•0•0•Updated Oct 17, 2024Oct 17, 2024

    • gle-code

      Public
      Code repository for the paper "Backpropagation through space, time and the brain"
      Python
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Oct 16, 2024Oct 16, 2024

    • nla-code

      Public
      Code repository for the paper "A neuronal least-action principle for real-time learning in cortical circuits"
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Sep 27, 2024Sep 27, 2024

    • NEAT

      Public
      NEAT (NEural Analysis Toolkit)
      Python
      •
      Other
      •15•13•12•6•Updated Jul 16, 2024Jul 16, 2024

    • reliable-membranes

      Public
      Python
      •0•0•0•0•Updated May 12, 2024May 12, 2024

    • temporal_sequence_learning

      Public
      This repository contains the simulation code for the paper "Order from chaos: Interplay of development and learning in recurrent networks of structured neurons"
      MIT License
      •0•0•0•0•Updated Feb 8, 2024Feb 8, 2024

    • pal_microcircuits_genn

      Public
      Code-base for the simulations of dendritic microcircuit networks in the paper "Learning efficient backprojections across cortical hierarchies in real time".
      Python
      •
      GNU General Public License v2.0
      •0•3•0•0•Updated Aug 22, 2023Aug 22, 2023

    • tic-tac-toe

      Public
      Q-learning for Tic-tac-toe
      Python
      •
      MIT License
      •1•1•0•0•Updated Apr 20, 2023Apr 20, 2023

    • variational-quantum-ground-states

      Public
      Variational quantum ground states
      C++
      •0•0•0•0•Updated Jun 1, 2022Jun 1, 2022

    • pseudoBackprop

      Public
      Project to compare vanilla backprop, feedback alignment and pseudo backpropagation on a simple example
      Python
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Dec 21, 2021Dec 21, 2021

    • le_NeurIPS_code

      Public
      Official code repository for the publication "Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons"
      Python
      •
      MIT License
      •1•3•0•0•Updated Oct 29, 2021Oct 29, 2021

    • PythonHPC

      Public
      PythonHPC
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •47•0•0•0•Updated Jun 24, 2021Jun 24, 2021

    • spike-based-sampling

      Public
      Helper library for stochastic LIF sampling in PyNN-supported neural simulators
      Python
      •
      GNU Lesser General Public License v3.0
      •7•1•0•0•Updated May 6, 2021May 6, 2021

    • learning-bayes-optimal-dendritic-opinion-pooling

      Public
      This repository contains data and analysis scripts to reproduce the figures as well as source code and simulation scripts to perform the experiments described in Jordan, et al., 2021.
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Apr 29, 2021Apr 29, 2021

    • dendritic-opinion-pooling

      Public
      Library for models implementing the dendritic opinion pooling framework.
      Python
      •
      MIT License
      •0•0•0•0•Updated Apr 27, 2021Apr 27, 2021

    • ACCPyr

      Public
      Python
      •1•1•0•0•Updated Oct 9, 2020Oct 9, 2020

    • twoWeightComponentModel

      Public
      Python
      •0•0•0•0•Updated May 28, 2019May 28, 2019

    • Predictive-olfactory-learning-in-Drosophila

      Public
      Code and Data for " Predictive olfactory learning in Drosophila
      MATLAB
      •0•0•0•0•Updated Dec 27, 2018Dec 27, 2018

    • multiareaBackprop

      Public
      Code for "Dendritic error backpropagation in deep cortical microcircuits". arXiv 2017
      0•0•0•0•Updated Feb 21, 2018Feb 21, 2018

    • perceptron_simulator

      Public
      JavaScript
      •0•1•0•0•Updated Jan 18, 2018Jan 18, 2018

    • STDP_Multicompartment

      Public
      modeling stdp
      Jupyter Notebook
      •
      Other
      •1•1•0•0•Updated Jul 19, 2016Jul 19, 2016

    • prospectiveCoding

      Public
      Mathematica
      •
      GNU General Public License v3.0
      •2•2•0•0•Updated Jun 21, 2016Jun 21, 2016

    • dendriticBackprop

      Public
      Mathematica
      •1•1•0•0•Updated Feb 24, 2016Feb 24, 2016