Changes for page EBRAINS Swedish Node Workshop 2025: NEST Tutorials
Last modified by spreizer on 2025/08/26 09:19
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... ... @@ -22,7 +22,7 @@ 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/]] ... ... @@ -29,24 +29,27 @@ 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 31 32 -=== =Descriptions====32 +=== 1) NEST Desktop === 33 33 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.34 +The first part of the tutorial, we look at NEST Desktop. As a goal we will create and analyze a balanced two-population network. 35 35 36 +* [[https:~~/~~/wiki.ebrains.eu/bin/view/Collabs/nest-desktop>>https://wiki.ebrains.eu/bin/view/Collabs/nest-desktop]] 36 36 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 withNEST Simulation syntax. The scriptingcodes allow us to customize sophisticated use cases with NEST simulations. Examples are:38 +=== 2) NEST Simulator === 38 38 40 +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: 41 + 39 39 * neuronal dynamics 40 40 * large scale networks, 41 41 * networks of spatial neurons 42 42 * using plasticity 43 43 47 +=== 3) NESTML === 44 44 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].49 +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]. 46 46 47 47 * [[https:~~/~~/wiki.ebrains.eu/bin/view/Collabs/nestml-tutorials>>https://wiki.ebrains.eu/bin/view/Collabs/nestml-tutorials]] 48 48 49 - 50 50 51 51 ))) 52 52