VALUES TOPOLOGICAL LINK SELF-ORGANIZING CARDS, METHOD FOR CONTROLLING AN AUTOMATIC LEARNING SYSTEM USING SUCH SELF-ORGANIZING CARD AND DYNAMIC BEHAVIOR ANALYZER.

摘要

The present invention relates to self-organizing maps with valid topological links, a method of controlling an automatic learning system using such a self-organizing map, and an analyzer of dynamic behaviors of individuals cooperating with behavioral sensors such as RF-ID tags, or navigation markers on a teleinformatic network.Learning consists of: - a first step (E1) to initialize the self-organizing map in order to solve a given data classification problem as a high-dimensional vector; a second step (E2) of competition between neurons of the self-organizing map on the basis of at least one set of training data and at least one definite form of output data; and- a third step (E3) of adapting the neural network on the basis of at least one set of training data so as to produce a set of output data representative of a cartographic evolution.