Adaptive Control for Neural Network Synthesis

Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F17%3A63517993" target="_blank" >RIV/70883521:28140/17:63517993 - isvavai.cz</a>
Výsledek na webu
<a href="http://dx.doi.org/10.1051/matecconf/201712502061" target="_blank" >http://dx.doi.org/10.1051/matecconf/201712502061</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1051/matecconf/201712502061" target="_blank" >10.1051/matecconf/201712502061</a>

Jazyk výsledku
angličtina
Název v původním jazyce
Adaptive Control for Neural Network Synthesis
Popis výsledku v původním jazyce
Neural Network Synthesis is a method based on based on Analytic Programming and asynchronous implementation of Self-Organising Migration Algorithm. This synthesis woks as an algorithm capable of creating and learning and artificial neural networks as well as optimizing their structures and connections. This paper introduce an idea of adaptive control of Self-Organising Migration Algorithm based on complexity of processed neural network structure.. Such approach already recorded several successful application in modelling and simulation.
Název v anglickém jazyce
Adaptive Control for Neural Network Synthesis
Popis výsledku anglicky
Neural Network Synthesis is a method based on based on Analytic Programming and asynchronous implementation of Self-Organising Migration Algorithm. This synthesis woks as an algorithm capable of creating and learning and artificial neural networks as well as optimizing their structures and connections. This paper introduce an idea of adaptive control of Self-Organising Migration Algorithm based on complexity of processed neural network structure.. Such approach already recorded several successful application in modelling and simulation.

Druh
D - Stať ve sborníku
CEP obor
—
OECD FORD obor
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt
<a href="/cs/project/LO1303" target="_blank" >LO1303: Podpora udržitelnosti a rozvoje Centra bezpečnostních, informačních a pokročilých technologií (CEBIA-Tech)</a><br>
Návaznosti
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění
2017
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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