Necessary and sufficient conditions for one-dimensional discrete-time autonomous binary cellular neural networks to be stable

被引:1
作者
Nishi, Tetsuo [1 ]
Takahashi, Norikazu
Hara, Hajime
机构
[1] Waseda Univ, Fac Sci & Engn, Tokyo 1690072, Japan
[2] Kyushu Univ, Dept Comp Sci & Commun Engn, Fukuoka 8128581, Japan
[3] Hiroshima Inst Technol, Dept Elect & Photon Syst Engn, Hiroshima 7315193, Japan
关键词
1-D DBCNN; CNN; stability; unsymmetric connection; PROPAGATION; STABILITY; CNN;
D O I
10.1093/ietfec/e89-a.12.3693
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We give the necessary and sufficient conditions for a one-dimensional discrete-time autonomous binary cellular neural networks to be stable in the case of fixed boundary. The results are complete generalization of our previous one [16] in which the symmetrical connections were assumed. The conditions are compared with some stability conditions so far known.
引用
收藏
页码:3693 / 3698
页数:6
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