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JOURNALS // Computer Research and Modeling // Archive

Computer Research and Modeling, 2014 Volume 6, Issue 5, Pages 793–802 (Mi crm359)

This article is cited in 1 paper

ANALYSIS AND MODELING OF COMPLEX LIVING SYSTEMS

Simple behavioral model of imprint formation

A. G. Tumanyana, S. I. Bartsevba

a Siberian Federal University, 79 Svobodny St., Krasnoyarsk, 660041, Russia
b Institute of Biophysics, 50/50 Akademgorodok, Krasnoyarsk, 660036, Russia

Abstract: Formation of adequate behavioral patterns in condition of the unknown environment carried out through exploratory behavior. At the same time the rapid formation of an acceptable pattern is more preferable than a long elaboration perfect pattern through repeat play learning situation. In extreme situations, phenomenon of imprinting is observed — instant imprinting of behavior pattern, which ensure the survival of individuals. In this paper we propose a hypothesis and imprint model when trained on a single successful pattern of virtual robot's neural network demonstrates the effective functioning. Realism of the model is estimated by checking the stability of playback behavior pattern to perturbations situation imprint run.

Keywords: imprint, behavioral model, animat, a neural network, self-study.

UDC: 57.02

Received: 18.09.2014
Revised: 20.10.2014

DOI: 10.20537/2076-7633-2014-6-5-793-802



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