Talk (non-conference) (After Call)

FZJ-2025-02529

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Modeling of neurons and synaptic plasticity with NEST and NESTML

Linssen, C. (Corresponding author)FZJ* ; Terhorst, D. (Contributor)FZJ*

2025

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Please use a persistent id in citations: doi:10.34734/FZJ-2025-02529

Abstract: The NESTML toolchain automatically generates high-performance code for these models, allowing them to be used in simulations of brain activity on several platforms, in particular the NEST Simulator running on HPC, but also the SpiNNaker neuromorphic platform. In this interactive tutorial, we will learn how to create a custom neuron model that exhibits dendritic action potentials, and combine it with a custom synaptic plasticity rule to create a network that learns and replays specific sequences of stimuli.

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Contributing Institute(s):

1. Computational and Systems Neuroscience (IAS-6)
2. Jülich Supercomputing Center (JSC)

Research Program(s):

1. 5231 - Neuroscientific Foundations (POF4-523) (POF4-523)
2. 5232 - Computational Principles (POF4-523) (POF4-523)
3. 5235 - Digitization of Neuroscience and User-Community Building (POF4-523) (POF4-523)
4. HBP SGA3 - Human Brain Project Specific Grant Agreement 3 (945539) (945539)
5. EBRAINS 2.0 - EBRAINS 2.0: A Research Infrastructure to Advance Neuroscience and Brain Health (101147319) (101147319)

Appears in the scientific report 2025

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Database coverage:

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