Oja

Oja(eta=0.01, alpha=1.0)

Rate-coded synapse with regularized Hebbian plasticity (Oja).

Equivalent code:

Oja = ann.Synapse(
    parameters = dict(
        eta = 0.01,
        alpha = 1.0,
    ),
    equations = [
        ann.Variable('dw/dt = eta * ( pre.r * post.r - alpha * post.r^2 * w )', min=0.0),
    ]
)

Parameters

Name	Type	Description	Default
eta	float	learning rate.	0.01
alpha	float	regularization coefficient.	1.0