Unveiling the Dynamic Behavior of Fuzzy Cognitive Maps

Leonardo Concepcion,Gonzalo Napoles,Rafael Falcon,Koen Vanhoof,Rafael Bello Perez

IEEE Transactions on Fuzzy Systems（2021）

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摘要

Fuzzy cognitive maps (FCMs) are recurrent neural networks comprised of well-defined concepts and causal relations. While the literature about real-world FCM applications is prolific, the studies devoted to understanding the foundations behind these neural networks are rather scant. In this article, we introduce several definitions and theorems that unveil the dynamic behavior of FCM-based models e...

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关键词

Neurons,Transfer functions,Biological system modeling,Mathematical model,Numerical models,Fuzzy cognitive maps,Recurrent neural networks

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