关键词: 神经元, 神经网络, 鲁棒性, 摄动, 控制

Abstract: The neurons based on a weak Tnorm and the weak Snorm can be achieved with and, or and mixedand fuzzy logic operations, and are robust. Based on the new neurons, a neural network is applied to fuzzy inference systems, which can not only simplify the network, satisfy the consistency principle of fuzzy inference, but also control the extent of the impact of the results of reasoning with the perturbation of rules in fuzzy inference.

Key words: neurons;neural network;robustness;perturbation of rules;control