Spike time of neurons

Getting Started
2

I cannot understand which parameters I have to give or if there is another method in order to solve my problem.

Yeah, that could be documented a bit better. Here’s an example:

import nengo
from nengo.utils.neurons import spikes2events

import numpy as np


with nengo.Network() as model:
    sin_input = nengo.Node(np.sin)
    sin_ens = nengo.Ensemble(100, 1)
    nengo.Connection(sin_input, sin_ens)
    spikes_probe = nengo.Probe(sin_ens.neurons, synapse=None)

with nengo.Simulator(model) as sim:
    sim.run(5.0)

spikes = sim.data[spikes_probe]
spike_times = spikes2events(sim.trange(), spikes)

# print the first 10 spikes of the 
print(spike_times[0][:10])

If you’re looking to implement a custom learning rule, you should check out my example using a nengo.Node.