Title :
A sufficient condition for 1D CNNs with antisymmetric templates to perform connected component detection
Author :
Takahashi, Norikazu ; Nishi, Tetsuo
Author_Institution :
Dept. of Comput. Sci. & Commun. Eng., Kyushu Univ., Fukuoka
Abstract :
Global dynamical behavior of one-dimensional cellular neural networks (1D CNNs) with the antisymmetric template A = [s,p, -s] is studied in this paper. Under the assumption that the outputs of the boundary cells are fixed to 1 or -1, a new sufficient condition for such CNNs to perform connected component detection will be presented
Keywords :
boundary-value problems; cellular neural nets; 1D cellular neural networks; antisymmetric templates; boundary cells; connected component detection; Boundary conditions; Cellular neural networks; Charge coupled devices; Computer science; Differential equations; History; Neural networks; Performance analysis; Piecewise linear techniques; Sufficient conditions;
Conference_Titel :
Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
Conference_Location :
Island of Kos
Print_ISBN :
0-7803-9389-9
DOI :
10.1109/ISCAS.2006.1693048
