Hopfield连续联想记忆的吸引域和收敛速度研究

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Abstract Some new results about estimation of attraction domain of memory patterns and exponential convergence rate of the network trajectories to memory patterns for Hopfield continuous associative memory are obtained by using of some new technics and Lyapunov method. These results can be applied to evaluate the error-correction capability of Hopfield continuous feedback associative memory and to synthesze the procedures of Hopfield continuous associative memory neural networks.

Key words： Lyapunov method Neural network Attraction domain Exponential convergence rate Eigenvalue

Received: 21 October 1999

PACS:

TN-052

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	Cao Jinde

Cite this article:

Cao Jinde. STUDY ON ATTRACTION DOMAIN AND CONVERGENCE RATE OF HOPFIELD ASSOCIATIVE MEMORY[J]. , 1999, 21(3): 332-336 .

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http://jeit.ie.ac.cn/EN/ OR http://jeit.ie.ac.cn/EN/Y1999/V21/I3/332