LinearReadout

layers.LinearReadout.LinearReadout(self, size)

Linear readout layer. Performs a weighted sum of its inputs, without dynamics.

\mathbf{z} = W^o \times \mathbf{r}

Parameters

Name	Type	Description	Default
size	int	number of neurons.	required

Methods

Name	Description
output
step	Performs one update of the internal variables.

output

layers.LinearReadout.LinearReadout.output()

Returns

Name	Type	Description
	np.ndarray	a vector of activities.

step

layers.LinearReadout.LinearReadout.step(force=None)

Performs one update of the internal variables.

Parameters

Name	Type	Description	Default
force	np.ndarray	if not None, force the output to the provided vector.	None