Title :
Pattern formation on the prototype complex-cell CNN-UM chip (CACE1K)
Author :
Bálya, Dávid ; Petrás, István ; Rekeczky, Csaba
Author_Institution :
AnaLogic & Neural Comput. Syst. Lab., Comput. & Autom. Inst. of the Hungarian Acad. of Sci., Budapest, Hungary
Abstract :
In this paper several pattern formation phenomena generated on a prototype complex cell (second order) CNN-UM chip (CACE1K) will be demonstrated. It is shown that the basic motifs (patches, checkers, and stripes) can be easily calculated and furthermore, the interaction of the two dynamic layers leads to new patterns that cannot be generated on a first order architecture. Throughout the paper a rich set of measured phenomena is given motivating further research toward a constructive use of pattern formation dynamics in various flow processing algorithms.
Keywords :
cellular neural nets; neural chips; pattern clustering; pattern formation; CACE1K; basic motifs; complex-cell CNN-UM chip; dynamic layers interaction; flow processing algorithms; pattern formation dynamics; prototype complex cell chip; Automation; CMOS technology; Cellular neural networks; Differential equations; Fluid flow measurement; Laboratories; Pattern formation; Prototypes; Semiconductor device measurement; Time measurement;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1328681