Mutual coupling neural network system, how to build a mutual coupling type neural network structure, how to build a self-organizing neural network structure and their construction program

摘要

PPROBLEM TO BE SOLVED: To provide an interconnection neural network system, where a network style for inputting a plurality of input vectors is freely adopted and additional learning of an artificial neural network structure is performed easily. PSOLUTION: Mutually related RBF elements 14 among respective RBF elements 14 are connected to each other via a weight coefficient to construct the artificial neural network structure. When activated with an input vector (x) given from outside, the respective RBF elements 14 output the intensity hSBi/SBof, ignition according to the similarities between the input vector (x) and a centroid vector cSBi/SBaccording to a radial basis function. When chain-activated caused by the ignition of another RBF element 14 connected to the respective RBF elements 14, the respective RBF elements 14 output the intensity hSBi/SBof pseudo-ignition obtained, based on the intensity hSBk/SBof ignition outputted from the corresponding another RBF element 14. PCOPYRIGHT: (C)2005,JPO&NCIPI