A fuzzy neural network based on hierarchical space partitioning

Chu Kwong Chak, Gang Feng, Marimuthu Swami Palaniswami · Proceedings of International Conference on Neural Networks (ICNN'97) · 1997

A self-organized and adaptive fuzzy system implemented in the framework of sigmoid function neural networks is proposed. The proposed fuzzy neural network adopts the hierarchical space partitioning method so that it can generate its rules and optimize its membership functions by its hybrid algorithm. Simulation is presented to demonstrate the performance of the proposed scheme.

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