POPFNN: A Pseudo Outer-product Based Fuzzy Neural Network

  title={POPFNN: A Pseudo Outer-product Based Fuzzy Neural Network},
  author={Ruowei Zhou and Hiok Chai Quek},
  journal={Neural networks : the official journal of the International Neural Network Society},
  volume={9 9},
A novel fuzzy neural network, called the pseudo outer-product based fuzzy neural network (POPFNN), is proposed in this paper. The functions performed by each layer in the proposed POPFNN strictly correspond to the inference steps in the truth value restriction method in fuzzy logic [[Mantaras (1990)] Approximate reasoning models, Ellis Horwood]. This correspondence gives it a strong theoretical basis. Similar to most of the existing fuzzy neural networks, the proposed POPFNN uses a self… CONTINUE READING
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