Published April 27, 2023 | Version v1
Journal article Open

NMDA-driven dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways

  • 1. Forschungszentrum Jülich
  • 2. University of Bern
  • 3. École polytechnique fédérale de Lausanne

Description

This archive contains code to run the simulations from the paper "NMDA-driven dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways."

The archive is subdivide in 4 stand-alone parts, which each have a `README`
with instructions to run that separate part:
* biophysical (fig 1, 2, and 6)
* supervised (fig 3)
* unsupervised (fig 4)
* tmcl (fig 5)
 

Files

DendriticModulationPaper_revision_published.zip

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Additional details

Funding

Neural Processing of Distinct Prediction Errors: Theory, Mechanisms & Interventions CRSII5_180316
Swiss National Science Foundation
HBP SGA2 – Human Brain Project Specific Grant Agreement 2 785907
European Commission
HBP SGA3 – Human Brain Project Specific Grant Agreement 3 945539
European Commission
HBP SGA1 – Human Brain Project Specific Grant Agreement 1 720270
European Commission