【摘要】 本文将模糊逻辑和神经网络相结合 ,提出了 Max- Product型 Hopfield人工神经网络 ( Fuzzy HN) ,给出了它的网络结构和形式化描述 ,证明了该 Fuzzy HN的稳定性 ,最后通过理论和数值实验对基于 Max- Product型 Hopfield网络的动态聚类过程和有关性质进行了研究 .更多还原

【Abstract】 This paper proposes a Max Product type fuzzy Hopfield neural networks(Fuzzy HN)with the combination of fuzzy logic and neural networks.The architecture and formal description of the FuzzyHN have been described ,and the stability of FuzzyHN has been proved.Finally ,the dynamic clustering procedure and some properties of the FuzzyHN have been studided through theory and numerical experiments.更多还原