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Intelligent systems. Theory and applications, 2021, Volume 25, Issue 2, Pages 131–154 (Mi ista307)  

This article is cited in 2 scientific papers (total in 2 papers)

Part 3. Mathematical models

The complexity of multilayer $d$-dimensional circuits

T. Sitdikova, G. V. Kalachevb

a Google LLC
b Lomonosov Moscow State University
Full-text PDF (563 kB) Citations (2)
References:
Abstract: In this paper we research a model of multilayer circuits with a single logical layer. We consider $ \lambda $-separable graphs as a support for circuits. We establish the Shannon function lower bound $ \max \left(\frac{2^n}{n}, \frac{2^n (1 - \lambda)}{\log k} \right)$ for this type of circuits where k is the number of layers. For $d$-dimensional graphs, which are $ \lambda $-separable for $ \lambda $ = $ \frac{d - 1}{d} $, this gives the Shannon function lower bound $ \frac{2^n}{\min(n, d \log k)} $. For multidimensional rectangular circuits the proved lower bound asymptotically matches to the upper bound.
Keywords: multilayer circuits, multidimensional circuits, Shannon function asymptotics, circuit complexity, graph separators.
Document Type: Article
Language: Russian
Citation: T. Sitdikov, G. V. Kalachev, “The complexity of multilayer $d$-dimensional circuits”, Intelligent systems. Theory and applications, 25:2 (2021), 131–154
Citation in format AMSBIB
\Bibitem{SitKal21}
\by T.~Sitdikov, G.~V.~Kalachev
\paper The complexity of multilayer $d$-dimensional circuits
\jour Intelligent systems. Theory and applications
\yr 2021
\vol 25
\issue 2
\pages 131--154
\mathnet{http://mi.mathnet.ru/ista307}
Linking options:
  • https://www.mathnet.ru/eng/ista307
  • https://www.mathnet.ru/eng/ista/v25/i2/p131
    Translation
    This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Intelligent systems. Theory and applications
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    Abstract page:70
    Full-text PDF :32
    References:20
     
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