biphasic

import sinabs
import sinabs.layers as sl
import torch
import torch.nn as nn

ann = nn.Sequential(
    nn.Conv2d(1, 16, 5, bias=False),
    nn.ReLU(),
    nn.AvgPool2d(2),
    nn.Conv2d(16, 32, 5, bias=False),

biphasic

import numpy as np
import nxsdk.api.n2a as nx

net = nx.NxNet()
cxSrc = net.createCompartmentGroup(size=2, prototype=nx.CompartmentPrototype(biasMant=1000, biasExp=6))
cxDst = net.createCompartmentGroup(size=2, prototype=nx.CompartmentPrototype(vThMant=100))
prototypes = [nx.ConnectionPrototype(weightExponent=1),
              nx.ConnectionPrototype(weightExponent=2)]

conn = cxSrc.connect(cxDst,