Adaptive Leaky Integrate and Fire (ALIF)

Adaptive Leaky Integrate and Fire (ALIF)#

:class:~sinabs.layers.ALIF layer with an adaptive threshold based on the output spikes.

import torch
from utils import plot_evolution

import sinabs.layers as sl

const_current = torch.ones((1, 100, 1)) * 0.12

alif_neuron = sl.ALIF(
    tau_mem=40.0, tau_adapt=40.0, adapt_scale=20, norm_input=False, record_states=True
)
plot_evolution(alif_neuron, const_current)
---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
Cell In[1], line 2
      1 import torch
----> 2 from utils import plot_evolution
      4 import sinabs.layers as sl
      6 const_current = torch.ones((1, 100, 1)) * 0.12

ModuleNotFoundError: No module named 'utils'