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Global Stability of a Hopfield Neural Network with Multiple Time Delays
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- Author:
- No author available
- Journal Title:
- JOURNAL OF BIOMATHEMATICS
- Issue:
- 1
- DOI:
- 10.3969/j.issn.1001-9626.2008.01.001
- Key Word:
- Hopfield人工神经网络;局部渐近稳定性;全局渐近稳定性;Liapunov泛函;时滞;Hopfield neural networks;Local asymptotic stability;Global asymptotic stability;Liapunov functional;Time delay
Abstract： An n-dimensional Hopfield neural networks with multiple time delaysis considered. Based on the construction of Liapunov functionals, we obtain some newsufficient criteria for the local and global asymptotic stability of the equilibrium of theneural networks.
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