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This article is cited in 1 scientific paper (total 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.
Received: 18.09.2014 Revised: 20.10.2014
Citation:
A. G. Tumanyan, S. I. Bartsev, “Simple behavioral model of imprint formation”, Computer Research and Modeling, 6:5 (2014), 793–802
Linking options:
https://www.mathnet.ru/eng/crm359 https://www.mathnet.ru/eng/crm/v6/i5/p793
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