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Vestnik Yuzhno-Ural'skogo Gosudarstvennogo Universiteta. Seriya "Matematika. Mekhanika. Fizika", 2012, Issue 7, Pages 195–198
(Mi vyurm148)
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Short communications
Stability of complete-connected and stellar structure of neural networks
T. N. Khokhlova South Ural State University
Abstract:
Results on stability investigation of full graph and star neural networks described by matrix delay differential equation are given. Due to stability cone method theoretical results for stability analysis of models discussed are obtained for different parameter values and arbitrary number of neurons in the network.
Keywords:
delay differential equation, asymptotic stability, neural network.
Received: 06.09.2012
Citation:
T. N. Khokhlova, “Stability of complete-connected and stellar structure of neural networks”, Vestn. Yuzhno-Ural. Gos. Un-ta. Ser. Matem. Mekh. Fiz., 2012, no. 7, 195–198
Linking options:
https://www.mathnet.ru/eng/vyurm148 https://www.mathnet.ru/eng/vyurm/y2012/i7/p195
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Statistics & downloads: |
Abstract page: | 82 | Full-text PDF : | 58 | References: | 24 |
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