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Changes for page NESTML

Last modified by abonard on 2025/09/16 10:47
From version 31.1
edited by abonard
on 2025/06/03 11:04
Change comment: There is no comment for this version
To version 32.1
edited by abonard
on 2025/06/03 11:04
Change comment: There is no comment for this version

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2 2  
3 3  * ((( ==== **[[Beginner >>||anchor = "HBeginner-1"]]** ==== )))
4 4  
5 +* ((( ==== **[[Advanced >>||anchor = "HAdvanced-1"]]** ==== )))
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5 5  === **Beginner** ===
6 6  
7 7  === [[Creating neuron models – Spike-frequency adaptation (SFA)>>https://nestml.readthedocs.io/en/latest/tutorials/spike_frequency_adaptation/nestml_spike_frequency_adaptation_tutorial.html||rel=" noopener noreferrer" target="_blank"]] ===
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14 14  **Level**: beginner(%%) **Type**: interactive tutorial
15 15  
16 16  Learn how to start to use NESTML by writing the Izhikevich spiking neuron model in NESTML.
19 +=== **Advanced** ===
17 17  
21 +=== [[Creating synapse models – Dopamine-modulated STDP synapse>>https://nestml.readthedocs.io/en/latest/tutorials/stdp_dopa_synapse/stdp_dopa_synapse.html||rel=" noopener noreferrer" target="_blank"]] ===
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23 +**Level**: advanced(%%) **Type**: interactive tutorial
24 +
25 +Adding dopamine modulation to the weight update rule of an STDP synapse allows it to be used in reinforcement learning tasks. This allows a network to learn which of the many cues and actions preceding a reward should be credited for the reward. In this tutorial, a dopamine-modulated STDP model is created in NESTML, and we characterize the model before using it in a network (reinforcement) learning task.
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