Title :
Optically realized feedback cellular neural networks
Author_Institution :
Inst. of Electron., Tech. Univ. of Lodz
Abstract :
An optical implementation of cellular neural networks (CNNs), defined by a template with a nonzero feedback operator, is discussed. Two design rules which consider a transient duration of optically realized CNNs are formulated. Possible methods of improving the processing properties of optically realized CNNs are presented. The application of the two design rules can result in an increase in the processing speed of some optically realized feedback CNN applications. A signal dynamic range shift in the electronic feedback path of the system yields an increase in the resolution of images which are subject to optical processing
Keywords :
cellular arrays; feedback; image processing; optical neural nets; electronic feedback path; image resolution; nonzero feedback operator; optically realized feedback cellular neural networks; signal dynamic range shift; Cellular neural networks; Dynamic range; Image resolution; Neurofeedback; Optical computing; Optical design; Optical feedback; Optical fiber networks; Signal processing; Signal resolution;
Conference_Titel :
Cellular Neural Networks and their Applications, 1992. CNNA-92 Proceedings., Second International Workshop on
Conference_Location :
Munich
Print_ISBN :
0-7803-0875-1
DOI :
10.1109/CNNA.1992.274372