MaxSpike#
:class:~sinabs.activation.MaxSpike
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.MaxSpike(max_num_spikes_per_bin=2).apply(
v_mem, spike_threshold, sina.MultiGaussian()
)
plt.plot(v_mem, activations)
plt.xlabel("Neuron membrane potential")
plt.ylabel("Spike activation")
plt.ylim(top=5.2)
plt.tight_layout()
