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'