Cortical oscillations support sampling-based computations in spiking neural networks

Zenodo (CERN European Organization for Nuclear Research)

Abstract

This archive contains the scripts for generating the data and figures and the data of the publication: "Cortical oscillations support sampling-based computations in spiking neural networks". The different parts of the material are grouped into separate archives to enable modular usage and can be individually downloaded as required: The archive spike-based-tempering_scripts.tgz contains all the scripts to reproduce the simulation data and figures. The file software.img contains the third-party software needed to execute the simulations of the current-based experiments. The archive current-based_experiments_data includes the scripts and the simulation data for the current-based experiments.

Authors 10

1. Agnes Korcsak-Gorzo Aachen Institute of Neuroscience and Medicine (INM-9) Institute for Advanced Simulation (IAS-6) and JARA-Institute Brain Structure-Function Relationships (INM-10)

   Forschungszentrum Jülich · Jülich Aachen Research Alliance · RWTH Aachen University

   Affiliation as printed

   Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA-Institute Brain Structure-Function Relationships (INM-10), Jülich Research Centre, Jülich, Germany and RWTH Aachen University, Aachen, Germany

2. Michael G. Müller

   Graz University of Technology

   Affiliation as printed

   Institute of Theoretical Computer Science, Graz University of Technology, Graz, Austria

3. Andreas Baumbach

   University of Bern · Heidelberg University

   Affiliation as printed

   Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany and Department of Physiology, University of Bern, Bern, Switzerland

4. Luziwei Leng

   Heidelberg University

   Affiliation as printed

   Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany

5. Oliver Breitwieser

   Heidelberg University

   Affiliation as printed

   Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany

6. Sacha Jennifer van Albada

   Forschungszentrum Jülich · University of Cologne · Jülich Aachen Research Alliance

   Affiliation as printed

   Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA-Institute Brain Structure-Function Relationships (INM-10), Jülich Research Centre, Jülich, Germany and Institute of Zoology University of Cologne, Cologne, Germany

7. Walter Senn

   University of Bern

   Affiliation as printed

   Department of Physiology, University of Bern, Bern, Switzerland

8. Karlheinz Meier

   Heidelberg University

   Affiliation as printed

   Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany

9. Robert A. Legenstein

   Graz University of Technology

   Affiliation as printed

   Institute of Theoretical Computer Science, Graz University of Technology, Graz, Austria

10. Mihai Alexandru Petrovici

    University of Bern · Heidelberg University

    Affiliation as printed

    Department of Physiology, University of Bern, Bern, Switzerland and Kirchhoff-Institute for Physics, Heidelberg University, Heidelberg, Germany