关于细胞神经网络的拓扑结构的研究

On the Topology of the Cellular Neural Network——Several Topics for Further Research of CNN

本文对于L.O.Chua(蔡少棠)所提出的细胞神经网络(CNN)的拓扑结构进行了较详细的分析,将单细胞-8连接的近邻系统的拓扑结构推广到单细胞-d连接d=3)4,5,6,7)的情况.这样,一大批具有不同拓扑结构形式的CNN将随之出现,将为CNN的VLSI实现提供多种可供选用的方案,并将有力地推动新型结构的CNN专用电路的研制工作.

The topological analysis of the CNN (Cellular Neural Network) given by L.O.Chua is presented in this paper. The topological construction of the neighborhood system for the one-cell and 8-connections cas be generalized to that of the one-cell and d-connections (d= 3,4,5,6,7). Therefore, a lot of different topologies of CNN will be created, at the same time offers many selected schedules of the VLSI implementations of CNN, and stimulates the developing work of the ASIC for CNN.