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--- tutorials:tutorial_3 [2016/09/02 04:45] – [Tutorial 3: Balanced network with synaptic plasticity (triplet STDP)] zenke
+++ tutorials:tutorial_3 [2016/09/02 04:46] (current) – [Running the simulation] moves section zenke
@@ Line 47: / Line 47: @@
 That's it. Save the file and [[manual:compileandrunaurynsimulations|let's compile and run]]!
-===== Visualizations =====
+==== Speeding up simulations: Parallel execution with MPI ====
+By now you have simulated plastic recurrent spiking neural networks with Auryn. You might have noticed that these simulations have started to be increasingly time consuming. Fortunately, most code can be sped up considerable by running simulations in parallel. This can be done transparently in Auryn. Learn how it's done [[manual:parallel execution|here]].
+====== Visualizations ======
 As you can see the transition around 10s where we switch plasticity on is quite drastic:
@@ Line 61: / Line 67: @@
-===== Speeding up simulations: Parallel execution with MPI =====
-By now you have simulated plastic recurrent spiking neural networks with Auryn. You might have noticed that these simulations have started to be increasingly time consuming. Fortunately, most code can be sped up considerable by running simulations in parallel. This can be done transparently in Auryn. Learn how it's done [[manual:parallel execution|here]].
-===== Exercises =====
+====== Exercises ======
   * Speed up the simulation using parallelism
   * Find a slower tau for which the network activity oscillates or explodes (see for [[http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1003330|details]])
   * Add inhibitory synaptic plasticity to this simulation (see [[manual:SymmetricSTDPConnection]])