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MultiSpike#
MultiSpike activation function.
import matplotlib.pyplot as plt
import torch
import sinabs.activation as sina
v_mem = torch.linspace(0, 5.5, 500)
spike_threshold = 1.0
activations = sina.MultiSpike.apply(v_mem, spike_threshold, sina.MultiGaussian())
plt.plot(v_mem, activations)
plt.xlabel("Neuron membrane potential")
plt.ylabel("Spike activation")
plt.tight_layout()
Total running time of the script: (0 minutes 0.144 seconds)