Title :
Inhomogeneous cellular neural networks: Possibility of functional device design
Author :
Andreyev, Yuri ; Belsky, Y. ; Dmitriev, Alexandre ; Kuminov, Dmitriy
Author_Institution :
Inst. of Radio Eng. & Electron. Acad. of Sci., Moscow, Russia
Abstract :
The possibility of applying cellular neural networks (CNNs) and their combinations to the design of various functional devices is discussed. Examples of the use of this approach for associative memories, complex oscillation generators, chaotic memory scanning, and pattern recognition are given. The advantage of this approach is in the use of universal CNN chips for different purposes
Keywords :
content-addressable storage; neural chips; neural nets; oscillators; pattern recognition; associative memories; chaotic memory scanning; complex oscillation generators; functional device design; inhomogeneous cellular neural nets; pattern recognition; universal CNN chips; Amplitude modulation; Associative memory; Cellular neural networks; Chaos; Coupling circuits; Neural networks; Pacemakers; Pattern recognition; Signal generators; Symmetric matrices;
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.1992.274341
