Distributed Implementation of NNSU Separating Algorithm

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F11%3A00366087" target="_blank" >RIV/67985807:_____/11:00366087 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Distributed Implementation of NNSU Separating Algorithm
Original language description
Neural Network with Switching Units (NNSU) is a feed-forward neural network model. Nodes of this network are conected to form general Directed Acyclic Graph (DAG). The structure of this DAG is set up by genetic optimization procedures based on cross-overconsistent representation of DAG structure. Nodes of the network consist from computational units and switching units. Switching units split an input space into separated parts, depending on results of previous computational units. Data in such subsetsof input space are localy separated by consequent computational units. This model provides better separation/approximation ability than clasical neural networks approach. In addition, the fitness function of the genetic algorithm can by tuned to meet user specific requirements.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Internal product ID
WWW-NNSU
Technical parameters
Paralelni implementace separačního algoritmu geneticky optimalizovaných neuronových sítí s přepínacími jednotkami. Webové rozhraní této implementace pro vzdálené využívání na bázi klient-server.
Economical parameters
umožňuje separaci datových množin na základě známých (měřených) vzorů
Owner IČO
67985807
Owner name
Ústav informatiky AV ČR, v. v. i.

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