A New Neuron Model Based on Weak T-Norm Cluster
Dan Chen · Chinese Journal of Computers · 2001
Fuzzy neuron model has been studied in recent years. Many of them, however, focused on fixed fuzzy operations, such as min and max operations. This paper presents a concept of weak t-norm and t-cornorm clusters, and build a neuron model which can realize both operations of weak t-norm and t-cornorm clusters and several other operations such as continuous mean norm and equivalent operation. Based on OWA neuron this model is easily extended to n-ary.