非对称联接神经网络的稳定性和稳定控制
STABILITY CONTROL AND ANALYSIS OF ASYMMETRIC CONTINUOUS NEURAL NETWORKS
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摘要: 本文对连续竞争神经网络提出一种新的动态分析方法,得出一类联想网络稳定的必要条件。根据这一稳定性准则,给出了一类联想神经网络的综合方法。对于一般不稳定网络,提出了网络稳定控制的方法。这种方法也为稳定网络的动态控制和优化提供了一条新途径。Abstract: A new method for analysing dynamics of continuous competitive neuralnetworks has been proposed, and the necessary convergence conditions for a class of associative networks has been obtained. Based on the stability criterion and the equations of equilibrium set of the network, synthesis of a class of associative neural networks has been given. The stability control model of asymmetric unstable networks has been suggested, which is also a valid way for optimization and dynamic control of the stable neural n...
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