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I assume you want to run the simulation in a loop and provide the same Poisson input for every round through the loop? If the Poisson input is the only randomness in your simulation, i.e., you have no noise generators, no neurons with probabilistic spike generation or the like, then you could reset the nest random number seed for each round. In this case, you should use one seed value for the build phase (assuming you use some probabilistic connection rule) and then a different seed for the noise:
nest.rng_seed = 123
nest.Create( ... )
nest.Connect( ... )
for sim_round in range(10):
nest.rng_seed = 456
nest.Simulate(1000)
I believe this should work, but please test carefully before using this approach, I might have overlooked something.
Best,
Hans Ekkehard
--
Prof. Dr. Hans Ekkehard Plesser
Department of Data Science
Faculty of Science and Technology
Norwegian University of Life Sciences
PO Box 5003, 1432 Aas, Norway
Phone +47 6723 1560
Email hans.ekkehard.plesser@nmbu.no
Home http://arken.nmbu.no/~plesser
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