Skip to content

@EPFL-LCN EPFL-LCN

Change the repository type filter

All

    Repositories list

    28 repositories

    • neuronaldynamics-exercises

      Public
      Python exercises accompanying the book "Neuronal Dynamics"
      Python
      •
      GNU General Public License v2.0
      •127•251•10•6•Updated Jul 15, 2024Jul 15, 2024

    • pub-illing2021-neurips

      Public
      Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised contrastive predictions
      Python
      •
      MIT License
      •2•24•1•0•Updated Apr 19, 2024Apr 19, 2024

    • pub-steinbrito2016-PlosCB

      Public
      Code for paper "Nonlinear Hebbian Learning", Plos 2016, Brito & Gerstner
      Jupyter Notebook
      •1•1•0•0•Updated Mar 21, 2024Mar 21, 2024

    • neural-net-regression

      Public
      To optimize a neural net using gradient flow and to visualize its weights at convergence.
      Python
      •
      MIT License
      •1•1•0•0•Updated Jan 16, 2024Jan 16, 2024

    • pub-sourmpis2023-neurips

      Public
      Jupyter Notebook
      •
      MIT License
      •0•10•0•0•Updated Nov 27, 2023Nov 27, 2023

    • pub-steinbrito2024-PlosCB

      Public
      Code for paper "Learning what matters: synaptic plasticity with invariance to input correlations" by Carlos Stein Brito, Wulfram Gerstner
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Oct 19, 2023Oct 19, 2023

    • FoodCaching

      Public
      1•1•0•0•Updated May 24, 2023May 24, 2023

    • neuLVM

      Public
      Python
      •2•2•0•0•Updated Oct 12, 2022Oct 12, 2022

    • pub-bellec-wang-2021-sample-and-measure

      Public
      Official repository for the sample-and-measure project
      Jupyter Notebook
      •0•5•0•0•Updated Aug 19, 2022Aug 19, 2022

    • pub-liakonilehmann2022_NeuroImage

      Public
      Code for the publication V. Liakoni *, M. Lehmann *, A. Modirshanechi, J. Brea, A. Lutti, W. Gerstner ** , K. Preuschoff **, NeuroImage, 2022
      Julia
      •
      MIT License
      •1•1•0•0•Updated Jun 14, 2022Jun 14, 2022

    • pub_gozel2021_elife

      Public
      MATLAB
      •
      GNU General Public License v3.0
      •2•1•0•0•Updated Jul 13, 2021Jul 13, 2021

    • pub_amodio2021_scirep

      Public
      TeX
      •
      Other
      •1•1•0•0•Updated Jun 18, 2021Jun 18, 2021

    • pub_simsek2021_icml

      Public
      Julia
      •1•1•0•0•Updated Jun 18, 2021Jun 18, 2021

    • pub-xumodirshanechi2021-PlosCB

      Public
      Code and data for the publication Xu*, Modirshanechi*, Lehmann, Gerstner, and Herzog, PLOS Computational Biology (2021)
      Julia
      •
      MIT License
      •1•2•0•0•Updated Jun 18, 2021Jun 18, 2021

    • pub-liakonimodirshanechi2021-NC

      Public
      Code for the publication V. Liakoni*, A. Modirshanechi*, W. Gerstner, J. Brea, Neural Computation, 2021
      Julia
      •
      MIT License
      •1•3•0•0•Updated Jun 18, 2021Jun 18, 2021

    • pub-illing2019-nnetworks

      Public
      Public code (julia) for Illing, Gerstner & Brea 2019: Biologically plausible deep learning - but how far can we go with shallow networks?
      Julia
      •
      MIT License
      •2•18•0•0•Updated Jun 18, 2021Jun 18, 2021

    • multiDchaos

      Public
      Public code for the paper Muscinelli, Gerstner and Schwalger, ArXiv: 1812.06925v2 (2018)
      Julia
      •2•1•0•0•Updated May 13, 2019May 13, 2019

    • pub-seeholzer2018

      Public
      Spiking neuronal network simulations (Python, NEST Simulator) for continuous attractor working memory networks with short-term plasticity.
      Python
      •
      GNU General Public License v3.0
      •1•2•0•0•Updated Feb 8, 2019Feb 8, 2019

    • pub-deger2016-arxiv

      Public
      Module for the NEST simulator (https://github.com/nest/nest-simulator) that adds a combined STDP and structural plasticity synapse model with multiple synaptic contacts.
      C++
      •
      GNU General Public License v3.0
      •2•1•0•0•Updated Mar 12, 2018Mar 12, 2018

    • pub-seeholzer2018-langevin

      Public
      Langevin integrator for SDEs with constant drift and diffusion on continuous intervals with circular boundary conditions.
      Python
      •
      GNU General Public License v2.0
      •1•2•0•0•Updated Dec 6, 2017Dec 6, 2017

    • pub-brea2017-arxiv

      Public
      Code for the article: Brea J (2017). Is prioritized sweeping the better episodic control? arXiv:1711.06677 [cs.AI]
      Julia
      •1•1•0•0•Updated Nov 30, 2017Nov 30, 2017

    • pub-gilra2017-elife

      Public
      Feedback-based Online Local Learning Of Weights (FOLLOW)
      Python
      •
      GNU General Public License v3.0
      •8•1•0•0•Updated Nov 29, 2017Nov 29, 2017

    • pub-pozzorini2015-ploscb

      Public
      Python
      •6•1•0•0•Updated Aug 31, 2017Aug 31, 2017

    • pub-zenke2014-frontneuroinform

      Public
      Auryn: A fast simulator for spiking neural networks with synaptic plasticity
      C++
      •
      GNU General Public License v3.0
      •42•1•0•0•Updated Aug 31, 2017Aug 31, 2017

    • pub-schwalger2017-ploscb

      Public
      Mesoscopic dynamics of interacting populations of GIF/GLM spiking neurons
      C
      •4•1•0•0•Updated Apr 21, 2017Apr 21, 2017

    • pub-ziegler2015-jneurosci

      Public
      Simulation code from Ziegler, Zenke, Kastner and Gerstner (2015) http://www.jneurosci.org/content/35/3/1319.full
      C++
      •
      GNU General Public License v2.0
      •2•1•0•0•Updated Sep 5, 2016Sep 5, 2016

    • pub-zenke2015-naturecomm

      Public
      Simulation code from Zenke, F., Agnes, E.J., and Gerstner, W. (2015).
      Max
      •
      GNU General Public License v2.0
      •8•1•0•0•Updated Sep 2, 2016Sep 2, 2016

    • pub2012memorynets

      Public
      My simulation behind the spiking Hopfield network in the Neuronal Dynamics book (Fig. 17.11)
      Max
      •
      MIT License
      •2•3•0•0•Updated Aug 2, 2016Aug 2, 2016