Auryn simulator

Simulator for spiking neural networks with synaptic plasticity

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examples:sim_epsp_stp

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This simulation implements a variation of sim_epsp. A single presynaptic Poisson neuron provides input through a synapse which implements the Tsodyks Markram model [1]. The file records the presynaptic spiketrain, as well as the postsynaptic excitatory conductances and membrane voltage.

[1] Markram, H., Wang, Y., Tsodyks, M., 1998. Differential signaling via the same axon of neocortical pyramidal neurons. Proc Natl Acad Sci U S A 95, 5323–5328.

Running the program

The simulation can be invoked without any parameters. It creates the following command line output

zenke@merlin ~/auryn/build/home $ make sim_epsp_stp && ./sim_epsp_stp
( 0) Running ...
[=========================] 100%      t=5.0s
[=========================] 100%      t=5.5s
[=========================] 100%      t=10.0s
( 0) Freeing ...

The presynaptic Poisson neuron initially spikes at 1Hz for 5 seconds. The rate then switches to 50Hz for 0.5s after which it drops back to 1Hz.

examples/sim_epsp_stp.1414460577.txt.gz · Last modified: 2014/10/28 01:42 by zenke