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004.896:681.518 (1) |
Inteligență artificială (307) |
Mecanisme și instrumente de precizie. Mecanică de precizie. Mecanică fină (79) |
SM ISO690:2012 AVERKIN, Aleksey, ALBU, Veaceslav, ULYANOV, Sergey V., POVIDALO, Ilya. Dynamic Object Identification with SOM-based
neural networks. In: Computer Science Journal of Moldova, 2014, nr. 1(64), pp. 110-126. ISSN 1561-4042. |
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Computer Science Journal of Moldova | ||||||
Numărul 1(64) / 2014 / ISSN 1561-4042 /ISSNe 2587-4330 | ||||||
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CZU: 004.896:681.518 | ||||||
Pag. 110-126 | ||||||
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Rezumat | ||||||
In this article a number of neural networks based on self-organizing maps, that can be successfully used for dynamic object identification, is described. Unique SOM-based modular neuralnetworks with vector quantized associative memory and recurrent
self-organizing maps as modules are presented. The structured algorithms of learning and operation of such SOM-based neural networks are described in details, also some experimental results and comparison with some other neural networks are given. |
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Cuvinte-cheie Neural networks, Forecasting, timeseries predic- tion, dynamic object identi¯cation |
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