initlvq

(To be removed) LVQ weight initialization function

initlvq will be removed in a future release. For more information, see Transition Legacy Neural Network Code to dlnetwork Workflows.

For advice on updating your code, see Version History.

Syntax

initlvq('configure',x)
initlvq('configure',net,'IW',i,j,settings)
initlvq('configure',net,'LW',i,j,settings)
initlvq('configure',net,'b',i,)


Description

initlvq('configure',x) takes input data x and returns initialization settings for an LVQ weights associated with that input.

initlvq('configure',net,'IW',i,j,settings) takes a network, and indices indicating an input weight to layer i from input j, and that weights settings, and returns new weight values.

initlvq('configure',net,'LW',i,j,settings) takes a network, and indices indicating a layer weight to layer i from layer j, and that weights settings, and returns new weight values.

initlvq('configure',net,'b',i,) takes a network, and an index indicating a bias for layer i, and returns new bias values.

Version History

Introduced in R2010b

R2026a: initlvq will be removed

initlvq will be removed in a future release.

To learn more about initializing and customizing neural network learnable parameters, see these examples and topics:

• Compare Layer Weight Initializers

• Specify Custom Weight Initialization Function

• Neural Network Weight Tying

• Initialize Learnable Parameters for Model Function

For more information, see Transition Legacy Neural Network Code to dlnetwork Workflows.