Adaptive individual handling for neural network synthesis

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F16%3A43875624" target="_blank" >RIV/70883521:28140/16:43875624 - isvavai.cz</a>
Result on the web
<a href="http://www.matec-conferences.org/articles/matecconf/pdf/2016/39/matecconf_cscc2016_04035.pdf" target="_blank" >http://www.matec-conferences.org/articles/matecconf/pdf/2016/39/matecconf_cscc2016_04035.pdf</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1051/matecconf/20167604035" target="_blank" >10.1051/matecconf/20167604035</a>

Result language
angličtina
Original language name
Adaptive individual handling for neural network synthesis
Original language description
Neural Network Synthesis is an algorithm capable of creating and learning and artificial neural networks as well as optimizing their structures and connections. The method is based on Analytic Programming and asynchronous implementation of Self-Organising Migration Algorithm. Such approach already recorded several successful application considering practical casers of modelling and simulation. This results vindicate efforts for its further development. This paper explores a possibility to make it more effective by adaptive individual handling. The main idea is an intelligent control the process based on complexity of processed neural network structure.
Czech name
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Czech description
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Project
<a href="/en/project/LO1303" target="_blank" >LO1303: Promoting sustainability and development of the Centre for Security, Information and Advanced Technologies (CEBIA-Tech)</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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