%0 Journal Article
%T APPROACHES ON ATTRACTION CHARACTORISTICS OF A KIND OF DISCRETE HOPFIELD NETWORKS<br>一类离散Hopfield网络的吸引特性研究
%A Zhang Junying
%A Xu Jin
%A Bao Zheng
%A <br>张军英
%A 许进
%A 保铮
%J 电子与信息学报
%D 2001
%I 
%X This paper studies the attraction characteristics of a kind of symmetric discrete Hopfield neural networks, the network with ri-cube as its structure and connection situation, called n-cube network. The structure of the attraction states/cycles and their attraction diameters are explored. The result is that the attraction region is of same size and so is the attraction diameters for the attraction states/cycles with same attraction structure. Furthermore, the above result is extended to a more general asymmetric discrete Hopfield network and the conditions for the network to be (or partially to be) with the same attraction states/cycles as those of n-cube network are studied, and its attraction diameters are presented.
%K Discrete Hopfield network
%K n-cube
%K Attraction state/attraction cycle
%K Attraction structure
%K Attraction diameter<br>离散Hopfield网络
%K 神经网络
%K 吸引特性
%K 吸引子／吸引环
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=1319827C0C74AAE8D654BEA21B7F54D3&jid=EFC0377B03BD8D0EF4BBB548AC5F739A&aid=F4880A28B733BFD5&yid=14E7EF987E4155E6&vid=EA389574707BDED3&iid=9CF7A0430CBB2DFD&sid=D698D0190A84C2BD&eid=BF6EDE6C10074464&journal_id=1009-5896&journal_name=电子与信息学报&referenced_num=1&reference_num=10