ANALYSIS AND MODELING OF COMPLEX LIVING SYSTEMS

Modeling self-regulation of active neuron in the network

A. N. Vasiliev, V. P. Karp

Moscow State Institute of Radio-engineering Electronics and Automation, Faculty of Cybernetics, 78 Prospekt Vernadskogo, Moscow, 119454, Russia

Abstract: A model of the behavior of the active neuron, which was the development of the model described in Shamis A. L. [Shamis, 2006], is designed. Proposed topology is locally connected matrix of the active neural network and the structure integration of information from different sources. An example of the script behavior robot controlled by this neural network is described. The results of experiments with the software implementation of a neural network are presented.

Keywords: neural network, neuron, recognition.

UDC: 681.5+004.8

Received: 10.04.2012
Revised: 08.08.2012

DOI: 10.20537/2076-7633-2012-4-3-613-619