Oja
self, eta=0.01, alpha=1.0) Oja(
Rate-coded synapse with regularized Hebbian plasticity (Oja).
Equivalent code:
= ann.Synapse(
Oja = dict(
parameters = 0.01,
eta = 1.0,
alpha
),= [
equations 'dw/dt = eta * ( pre.r * post.r - alpha * post.r^2 * w )', min=0.0),
ann.Variable(
] )
Parameters
Name | Type | Description | Default |
---|---|---|---|
eta | float | learning rate. | 0.01 |
alpha | float | regularization coefficient. | 1.0 |