Simple behavioral model of imprint formation
| Autor: | Sergei Igorevich Bartsev, Arthur Gevorkievich Tumanyan |
|---|---|
| Jazyk: | ruština |
| Rok vydání: | 2014 |
| Předmět: |
imprint
Computer science lcsh:T57-57.97 lcsh:Mathematics lcsh:QA1-939 Computer Science Applications Behavioral modeling behavioral model animat Computational Theory and Mathematics Simple (abstract algebra) Modeling and Simulation lcsh:Applied mathematics. Quantitative methods self-study Biological system a neural network |
| Zdroj: | Компьютерные исследования и моделирование, Vol 6, Iss 5, Pp 793-802 (2014) |
| ISSN: | 2077-6853 2076-7633 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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