On the issue of application of cellular automata and neural networks methods in VLSI design
- Authors: Stempkovsky A.L.1, Gavrilov S.V.1, Matyushkin I.V.1, Teplov G.S.1
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Affiliations:
- Institute for Design Problems in Microelectronics of Russian Academy of Sciences (IPPM RAS)
- Issue: Vol 25, No 2 (2016)
- Pages: 72-78
- Section: Article
- URL: https://journals.rcsi.science/1060-992X/article/view/194859
- DOI: https://doi.org/10.3103/S1060992X16020065
- ID: 194859
Cite item
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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