On the issue of application of cellular automata and neural networks methods in VLSI design


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Abstract

Comparative analysis of applications of two conceptually similar methods used for VLSI design is performed. The models are the cellular automata and the neural networks Specific features of each method are particularized. For the first time the end-to-end strategy of application of the cellular automata for the whole design flow correlating with block-hierarchical approach is proposed.

About the authors

A. L. Stempkovsky

Institute for Design Problems in Microelectronics of Russian Academy of Sciences (IPPM RAS)

Email: imatyushkin@ippm.ru
Russian Federation, Moscow

S. V. Gavrilov

Institute for Design Problems in Microelectronics of Russian Academy of Sciences (IPPM RAS)

Email: imatyushkin@ippm.ru
Russian Federation, Moscow

I. V. Matyushkin

Institute for Design Problems in Microelectronics of Russian Academy of Sciences (IPPM RAS)

Author for correspondence.
Email: imatyushkin@ippm.ru
Russian Federation, Moscow

G. S. Teplov

Institute for Design Problems in Microelectronics of Russian Academy of Sciences (IPPM RAS)

Email: imatyushkin@ippm.ru
Russian Federation, Moscow

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