INeuralNetwork.InitSynapsesConvexEx

Syntax

InitSynapsesConvexEx(layerIndex: Integer);

layerIndex. Layer index.

The InitSynapsesConvexEx method sets values of synapse weights for the specified layer by using the convex combination algorithm.

InitSynapsesConvexEx generates values for the synapses of all the neurons of the specified layer according to the formula:

1 / sqrt(number_of_synapses)

The given formula is also used if the Kohonen self-organizing network is learned by means of the method of convex combination algorithm.

Indexation of the layers is continuous and starts with zero.

The following methods can also be used to set values of synapse weights:

The method use is given in the example for INeuralNetwork.InitSynapses.