Fuzzy computational reasoning and neural networks
Xingui He · [1990] Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence · 2002
A novel logic named fuzzy computational reasoning is presented, and two concrete reasoning methods based on the logic, data-driven computational reasoning and goal-driven computational reasoning are proposed. In these reasoning procedures, reasoning is computing. In addition, the author presents the concept of a fuzzy neural network in which a neuron is represented by an inference rule and a neural network is represented by a set of inference rules. The behavior models of the neural networks are based on the computational reasoning. Finally, a descriptive language to describe the fuzzy neural networks is designed.>