propfunctions: Types of Propagation Punctions

propfunctionsR Documentation

Types of Propagation Punctions

Description

The GridFCM package allows three propagation functions:

Kosko's inference: It consists of a matrix product between the activation vector and the weight matrix. The new activation of the vertices depends on the activation of their inputs and the weight of their relations. o use it in the function link{fcminfer} the argument infer must be equal to "k".

Modified Kosko's inference: It consists of adding the matrix product between the activation vector and the weight matrix to the current state of the vertices. The new activation of the vertices depends on the activation of their inputs, the weight of their relations and the previous state of the network. To use it in the function link{fcminfer} the parameter infer must be equal to "mk".

Rescalated inference: Similar to the Modified Kosko but with a rescaling of the values. To use it in the function link{fcminfer} the parameter infer must be equal to "r".


GICUNED/GridFCM documentation built on Feb. 23, 2023, 9:03 a.m.