Changes for page EBRAINS Swedish Node Workshop 2025: NEST Tutorials
Last modified by spreizer on 2025/08/26 09:19
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... ... @@ -22,25 +22,20 @@ 22 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 === 25 +==== Time schedule ==== 26 26 27 27 |(% style="width:84px" %)9 - 11|(% style="width:235px" %)NEST Desktop|(% style="width:541px" %)[[https:~~/~~/nest-desktop.readthedocs.org/>>https://nest-desktop.readthedocs.org/]] 28 28 |(% style="width:84px" %)12 - 15|(% style="width:235px" %)NEST Simulator|(% style="width:541px" %)[[https:~~/~~/nest-simulator.readthedocs.org/>>https://nest-simulator.readthedocs.org/]] 29 29 |(% style="width:84px" %)15 - 18|(% style="width:235px" %)NESTML|(% style="width:541px" %)[[https:~~/~~/nestml.readthedocs.org/>>https://nestml.readthedocs.org/]] 30 30 31 -=== === 32 32 33 -=== 1) NESTDesktop===32 +==== Descriptions ==== 34 34 35 -The first part of the tutorial, we look at NEST Desktop. As a goal we will create and analyze a balanced two-population network. 34 +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. 36 36 37 -* [[https:~~/~~/wiki.ebrains.eu/bin/view/Collabs/nest-desktop>>https://wiki.ebrains.eu/bin/view/Collabs/nest-desktop]] 38 38 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: 39 39 40 -=== 2) NEST Simulator === 41 - 42 -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: 43 - 44 44 * neuronal dynamics 45 45 * large scale networks, 46 46 * networks of spatial neurons ... ... @@ -47,12 +47,11 @@ 47 47 * using plasticity 48 48 49 49 50 - ===3) NESTML===45 +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]. 51 51 52 -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]. 53 - 54 54 * [[https:~~/~~/wiki.ebrains.eu/bin/view/Collabs/nestml-tutorials>>https://wiki.ebrains.eu/bin/view/Collabs/nestml-tutorials]] 55 55 49 + 56 56 57 57 ))) 58 58