In this paper, fuzzy infinite-state automata that converge to fuzzy finite-state automata will be discussed by using discrete recurrent neural network and using the partition of output space of recurrent neural network, at the same time, the pseudo-gradient is used in our gradient update calculation.
本文中，我们使用离散的反馈神经网络及网络输出空间划分方法，同时，在梯度更新算法中使用伪梯度方法，给出了模糊无限状态自动机收敛到模糊有限状态自动机的证明。