CMAC神经网络的N维概念映射算法
N-DIMENSIONAL INPUT CONCEPTUAL MAPPING ALGORITHM OF CMAC NEURAL NETWORK
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摘要: 小脑模型神经网络(Cerebalar Model Articulation Controler-CMAC)是1972年由J.S.Albus提出的,是实际控制上用得最多的神经网络之一,但是其概念映射较为复杂,至今尚未给出一般公式.本文在Albus的概念映射基础上,给出了CMAC神经网络的N维概念映射算法,为CMAC神经网络应用提供了极大方便.Abstract: CMAC(Cereballar Model Articulation Controller), which was proposed by J.S.Albus in 1972, is one of the widely applied neural networks. But its conceptual mapping algorithm is more complicated, so that until today there have no general algorithm were published. In this paper, a CMAC conceptual mapping algorithm is derived based on Albus'idea. It is very convenient for its further applications.