Vassia Atanassova: Created page with "{{PAGENAME}} {{PAGENAME}} Category:Publications in 2010 year|{..."

2015-12-02T12:09:08Z

Created page with "{{PAGENAME}} {{PAGENAME}} Category:Publications in 2010 year|{..."

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[[Category:Publications on generalized nets in neural networks|{{PAGENAME}}]]
[[Category:Publications on generalized nets|{{PAGENAME}}]]
[[Category:Publications in 2010 year|{{PAGENAME}}]]
[[Category:IWGN conference publications|{{PAGENAME}}]]
{{issue/title
| title = Generalized net model of the Elman neural network
| shortcut = iwgn-2010-21-26
}}
{{issue/author
| author = Sotir Sotirov
| institution = “Prof. Asen Zlatarov” University
| address = Bourgas 8010, Bulgaria
| email-before-at = ssotirov
| email-after-at = btu.bg
}}
{{issue/author
| author = Elia El-Darzi
| institution = University of Westminster, Health Care Computing Group, HSCS
| address = Northwick Park, London HA1 3TP, United Kingdom
| email-before-at = eldarze
| email-after-at = westminster.ac.uk
}}
{{issue/data
| conference = 11<sup>th</sup> [[IWGN]], Sofia, 5 December 2010
| issue = [[International Workshop on Generalized Nets/2010|Conference proceedings]], pages 21—26
| file = IWGN-2010-21-26.pdf
| format = PDF
| size = 189
| abstract =
The proposed GN model present work on of the recurrent neural networks. Here we discus Elman neural network. Instead of other types neural network now we are describing the process during the time. In a series of paper we describe many different neural networks. This paper describes a different part from the neural networks – this is a network with feed back into the hidden layer.
| keywords = Neural Networks, Recurrent Neural Networks, Elman Neural Network, Generalized Nets.
| references =

# Atanassov, K. Generalized nets, World Scientific, Singapore, New Jersey, London 1991
# Atanassov, K. On Generalized Nets Theory, “Prof. M. Drinov” Academic Publishing House, Sofia, 2007
# Atanassov, 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., 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, No.2, 2006, 213-220
# Hagan, M., H. Demuth, M. Beale, Neural Network Design, Boston, MA: PWS Publishing, 1996. -7
# Haykin, S. Neural Networks: A Comprehensive Foundation, NY: Macmillan, 1994. -9
# Sotirov, S. Modeling the algorithm Backpropagation for training of neural networks with generalized nets – part 1, Proceedings of the Fourth International Workshop on Generalized Nets, Sofia, 23 September 2003, 61-67
# Sotirov, S., Generalized net model of the accelerating backpropagation algоrithm, Jangjeon Mathematical Society, 2006, 217-225
# Sotirov, S., Krawczak M. Modeling the algorithm Backpropagation for training of neural networks with generalized nets – part 2, Issue on Intuitionistic Fuzzy Sets and Generalized nets, Warsaw, 2003
# Sotirov, S., Krawczak M., Modeling the algorithm Backpropagation for learning of neural networks with generalized nets – part 2, Issue on Intuitionistic Fuzzy Sets and Generalized nets, Warszawa, 2007, 65-70.
# Simon Haykin, Neural Networks and Learning Machines, McMaster University, Canada, 2008
# Elman, J. L. Finding Structure in Time. Cognitive Science 14, 2 (apr 1990), 179–211.

| citations =
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}}

Issue:Generalized net model of the Elman neural network - Revision history

Vassia Atanassova: Created page with "{{PAGENAME}} {{PAGENAME}} Category:Publications in 2010 year|{..."