Vassia Atanassova: New page: {{PAGENAME}} {{PAGENAME}} {{PAGENAME}}...

2013-11-04T13:38:06Z

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[[Category:Publications on generalized nets in neural networks|{{PAGENAME}}]]
[[Category:Publications on generalized nets|{{PAGENAME}}]]
[[Category:Publications in 2012 year|{{PAGENAME}}]]
[[Category:IWGN conference publications|{{PAGENAME}}]]
{{issue/title
| title = Generalized net model of hierarchical neural networks
| shortcut = iwgn-13-8-14
}}
{{issue/author
| author = Krassimir Atanassov
| institution = Institute of Biophysics and Biomedical Engineering, Bulgarian Academy Sciences
| address = 105 “Acad. G. Bonchev” Str., Sofia–1113, Bulgaria
| institution-2 = “Prof. Asen Zlatarov” University
| address = 1 “Prof. Yakimov” Blvd, Burgas–8010, Bulgaria
| email-before-at = krat
| email-after-at = bas.bg
}}{{issue/author
| author = Sotir Sotirov
| institution = “Prof. Asen Zlatarov” University
| address = 1 “Prof. Yakimov” Blvd, Burgas–8010, Bulgaria
| email-before-at = ssotirov
| email-after-at = btu.bg
}}
{{issue/author
| author = Anthony Shannon
| institution = Faculty of Engineering & IT, University of Technology, Sydney
| address = Sydney, NSW 2007, Australia
| email-before-at = Anthony.Shannon
| email-after-at = uts.edu.au
}}

{{issue/data
| conference = 13<sup>th</sup> [[IWGN]], London, 29 October 2012
| issue = [[International Workshop on Generalized Nets/13|Conference proceedings]], pages 8—14
| file = IWGN2012-13-08-14.pdf
| format = PDF
| size = 81
| abstract = We construct here a Generalized Net (GN) that represents the functioning and the results of the work of real processes and simultaneously – the processes of their control and optimization on the basis of different suitably chosen hierarchical neural networks solving concrete optimization procedures and using information generated in the GN.
| keywords = Control, Generalized net, Neural network, Optimization.
| ams = 68Q85, 62M45.
| references =
# Atanasov, K., S. Sotirov, A. Antonov, Generalized net model for parallel optimization of feed-forward neural network, Advanced Studies in Contemporary Mathematics, Vol. 15, No. 1 2007, 109–119.
# Atanassov, K. On Generalized Nets Theory. “Prof. M. Drinov” Academic Publ. House, Sofia, 2007.
# Atanassov, K., Generalized Nets, World Scientific. Singapore, 1991.
# Atanassov, K., On a new hierarchical operator over the Generalized Nets. Part III, Proc. of the Third Int. Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, Warszawa, 7–8 Sept 2003, 35–40.
# Atanassov, K., S. Sotirov, Optimization of a neural network of self-organizing maps type with time-limits by a generalized net, Advanced Studies in Contemporary Mathematics, Vol. 13, 2006, No. 2, 213–220.
# Krawczak, M., S. Sotirov, K. Atanassov, Multilayer Neural Network Modelling by Generalized Nets, Warsaw School of Information Technologies, 2010.
# Krawczak, M., Generalized Net Models of Multilayer Neural Network, Advanced Studies in Contemporary Mathematics, Vol. 7, 2003, No. 1, 69–86.
# Krawczak, M., Multilayer Neural systems and Generalized Net Models, Akademicka Oficyna Wydawnicza EXIT, Warszawa, 2003.
# Krawczak, M., Aladjov, H., Generalized Net Model of Adjoint Neural Network, Advanced Studies in Contemporary Mathematics, Vol. 7, 2003, No. 1, 19–32.
# Nikolova, M., K. Atanassov, V. Vasilev, Generalized nets as tools for optimization of real processes. Advanced Studies in Contemporary Mathematics, Vol. 9, 2004, No. 1, 47–62.
# Radeva, V., M. Krawczak, E. Choy, Review and bibliography on generalized nets theory and applications. Advanced Studies in Contemporary Mathematics, Vol. 4, No. 2, 173–199.
# Sotirov, S., Generalized net model of the time delay neural network, Issues in Intuitionistic Fuzzy Sets and Generalized Nets, Volume 9, Warszawa, 2010, 125–131.
# Sotirov, S., M. Krawczak, Modelling Layered Digital Dynamic Network by a Generalized Net, Issues in IFS and GNs, Volume 9, Warszawa, 2011, 84–91.
# Sotirov, S., Krawczak M. Modeling the work of self organizing neural network with generalized nets, Issues in Intuitionistic Fuzzy Sets and Generalized Nets, Volume 3, Warsaw, 2006, 57–64.
# Sotirov, S., Krawczak M., Modeling the algorithm Backpropagation for learning of neural networks with generalized nets. Part 2, Issues in Intuitionistic Fuzzy Sets and Generalized Nets, Warsaw, 2003, 65–70.
# Sotirov, S., Krawczak M., V. Kodogiannis, [[Issue: Modeling the work of learning vector quantization neural networks|Modeling the work of the neural network of type Learning Vector Quantization with generalized net]], Proc. of the 7th Int. Workshop on Generalized Nets, Sofia, 14-15 July 2006, 39–44.
# Sotirov, S., M. Krawczak, V. Kodogiannis. Generalized nets model of the Grossberg neural network. Part 1, Issues in Intuitionistic Fuzzy Sets and Generalized Nets, Vol. 4, 2007, 27–34.

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Issue:Generalized net model of hierarchical neural networks - Revision history

Vassia Atanassova: New page: {{PAGENAME}} {{PAGENAME}} {{PAGENAME}}...