On the Analysis of Global and Absolute Stability of Nonlinear Continuous Neural Networks
Summary :
This paper obtains some new results about the existence, uniqueness, and global asymptotic stability of the equilibrium of a nonlinear continuous neural network, under a sufficient condition weaker than ones presented in the literature. The avobe obtained results can also imply the existing ones about avsolute stability of nonlinear continuous neural networks
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- IEICE TRANSACTIONS on Fundamentals Vol.E80-A No.1 pp.223-229
- Publication Date
- 1997/01/25
- Publicized
- Online ISSN
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- Type of Manuscript
- Category
- Neural Networks
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Xue-Bin LIANG, Toru YAMAGUCHI, "On the Analysis of Global and Absolute Stability of Nonlinear Continuous Neural Networks" in IEICE TRANSACTIONS on Fundamentals,
vol. E80-A, no. 1, pp. 223-229, January 1997, doi: .
Abstract: This paper obtains some new results about the existence, uniqueness, and global asymptotic stability of the equilibrium of a nonlinear continuous neural network, under a sufficient condition weaker than ones presented in the literature. The avobe obtained results can also imply the existing ones about avsolute stability of nonlinear continuous neural networks
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/e80-a_1_223/_p
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@ARTICLE{e80-a_1_223,
author={Xue-Bin LIANG, Toru YAMAGUCHI, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={On the Analysis of Global and Absolute Stability of Nonlinear Continuous Neural Networks},
year={1997},
volume={E80-A},
number={1},
pages={223-229},
abstract={This paper obtains some new results about the existence, uniqueness, and global asymptotic stability of the equilibrium of a nonlinear continuous neural network, under a sufficient condition weaker than ones presented in the literature. The avobe obtained results can also imply the existing ones about avsolute stability of nonlinear continuous neural networks},
keywords={},
doi={},
ISSN={},
month={January},}
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TY - JOUR
TI - On the Analysis of Global and Absolute Stability of Nonlinear Continuous Neural Networks
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 223
EP - 229
AU - Xue-Bin LIANG
AU - Toru YAMAGUCHI
PY - 1997
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E80-A
IS - 1
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - January 1997
AB - This paper obtains some new results about the existence, uniqueness, and global asymptotic stability of the equilibrium of a nonlinear continuous neural network, under a sufficient condition weaker than ones presented in the literature. The avobe obtained results can also imply the existing ones about avsolute stability of nonlinear continuous neural networks
ER -
English
