摘要
CMAC神经网络是局部学习网络,结构简单,收敛速度快,易于软件和和硬件实现,具有广泛的应用前景.本文综述了CMAC神经网络结构和算法,以及在控制中的应用。
A CMAC is one kind of locallearning neural networks, it has promising applications in the future for its simple structure, fast convergence speed and easy implementation by software and hardware. Structures and algorithms of different CMAC are summarized, applications to control systems are also discussed. At the end of the paper, it is pointed out that neural computation and neurocontrol based on CMAC have several further research aspects and some problems to be overcome.
出处
《信息与控制》
CSCD
北大核心
1999年第3期197-207,共11页
Information and Control