Changes for page EBRAINS Swedish Node Workshop 2025: NEST Tutorials
Last modified by spreizer on 2025/08/26 09:19
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... ... @@ -19,27 +19,34 @@ 19 19 - [[Abstract>>url:https://wiki.ebrains.eu/bin/view/Collabs/swedish-node-nest-tutorials/About/]] 20 20 21 21 22 -The tutorial is composed of three parts in which the user learns to m odel neuronalnetworksstep by step.22 +The tutorial is composed of three parts in which the user learns to simulate with NEST step by step. 23 23 24 24 25 +==== Time schedule ==== 26 + 25 25 |(% style="width:84px" %)9 - 11|(% style="width:235px" %)NEST Desktop|(% style="width:541px" %)[[https:~~/~~/nest-desktop.readthedocs.org/>>https://nest-desktop.readthedocs.org/]] 26 -|(% style="width:84px" %)12 - 1 5|(% style="width:235px" %)NEST in JupyterLab|(% style="width:541px" %)[[https:~~/~~/nest-simulator.readthedocs.org/>>https://nest-simulator.readthedocs.org/]]27 -|(% style="width:84px" %)1 5- 17|(% style="width:235px" %)NESTML|(% style="width:541px" %)[[https:~~/~~/nestml.readthedocs.org/>>https://nestml.readthedocs.org/]]28 +|(% style="width:84px" %)12 - 14|(% style="width:235px" %)NEST Simulator|(% style="width:541px" %)[[https:~~/~~/nest-simulator.readthedocs.org/>>https://nest-simulator.readthedocs.org/]] 29 +|(% style="width:84px" %)14 - 17|(% style="width:235px" %)NESTML|(% style="width:541px" %)[[https:~~/~~/nestml.readthedocs.org/>>https://nestml.readthedocs.org/]] 28 28 29 29 32 +==== Descriptions ==== 33 + 30 30 1) The first part of the tutorial, we look at NEST Desktop. As a goal we will create and analyze a balanced two-population network. 31 31 32 32 33 -2) The tutorial will then turn to Jupyter (Python) notebooks where we will start by creating a spiking ne twork. Here, we learn advanced steps to write code with NEST Simulation syntax. The scripting codes allow us to customize sophisticated use cases with NEST simulations. Examples are:37 +2) The tutorial will then turn to Jupyter (Python) notebooks where we will start by creating a spiking neurons. Here, we learn advanced steps to write code with NEST Simulation syntax. The scripting codes allow us to customize sophisticated use cases with NEST simulations. Examples are: 34 34 35 -- large scale networks, 36 -- networks of spatial neurons 37 -- using plasticity 39 +* neuronal dynamics 40 +* large scale networks, 41 +* networks of spatial neurons 42 +* using plasticity 38 38 39 39 40 40 3) The last part is using NESTML to create custom neuron and synapse models for NEST Simulator. A functional plasticity rule will then be introduced into the balanced E/I network to implement a biologically realistic version of reinforcement learning. This will be done by formulating the learning model in the NESTML language syntax, and using the associated toolchain to generate code for NEST [4]. 41 41 47 +* [[https:~~/~~/wiki.ebrains.eu/bin/view/Collabs/nestml-tutorials>>https://wiki.ebrains.eu/bin/view/Collabs/nestml-tutorials]] 42 42 49 + 43 43 44 44 ))) 45 45