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Exponential Leaky Layer (ExpLeak)#
ExpLeak layer.
import torch
from utils import plot_evolution
import sinabs.layers as sl
const_current = torch.ones((1, 100, 1)) * 0.03
exp_leak_neuron = sl.ExpLeak(tau_mem=60.0, record_states=True)
plot_evolution(exp_leak_neuron, const_current)
Total running time of the script: ( 0 minutes 0.201 seconds)