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https://forum.nengo.ai/t/connecting-ensembles-using-neuron-clusters-second-question-added/1121/4
Doing multiple connections from different slices of neurons in an ensemble to the same target does not work properly.
Minimal example, where the output should be a sine wave with amplitude between -1 and 1. Works properly in Nengo.
import matplotlib.pyplot as plt import nengo import nengo_ocl import numpy as np with nengo.Network() as model: inp = nengo.Node(lambda t: np.sin(6*t)) ens1 = nengo.Ensemble(20, 1, seed=1, label="a") node2 = nengo.Node(size_in=1) node2_p = nengo.Probe(node2, synapse=0.03) nengo.Connection(inp, ens1, synapse=None) # Make temporary connection and use it to retrieve weights conn = nengo.Connection( ens1, node2, solver=nengo.solvers.LstsqL2(), seed=3 ) with nengo.Simulator(model) as sim: weights = sim.data[conn].weights model.connections.remove(conn) # Make connections between clusters Ncluster = 10 # number of neurons per cluster clusters1 = np.arange(0, ens1.n_neurons, Ncluster) if 0: nengo.Connection(ens1.neurons, node2, transform=weights) else: for i, begin1 in enumerate(clusters1): end1 = begin1 + Ncluster nengo.Connection( ens1.neurons[begin1:end1], node2, transform=weights[:, begin1:end1], label="a%d-b" % (i,) ) # with nengo.Simulator(model) as sim: with nengo_ocl.Simulator(model) as sim: sim.run(1.0) plt.plot(sim.trange(), sim.data[node2_p]) plt.ylim([-1, 1]) plt.show()
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https://forum.nengo.ai/t/connecting-ensembles-using-neuron-clusters-second-question-added/1121/4
Doing multiple connections from different slices of neurons in an ensemble to the same target does not work properly.
Minimal example, where the output should be a sine wave with amplitude between -1 and 1. Works properly in Nengo.
The text was updated successfully, but these errors were encountered: