Approaching the Chasm at Depth Four
Agrawal and Vinay [2008], Koiran [2012], and Tavenas [2013] have recently shown that an exp (ω(√ n log n )) lower bound for depth four homogeneous circuits computing the permanent with bottom layer of × gates having fanin bounded by √n translates to a superpolynomial lower bound for general arithmet...
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Published in | Journal of the ACM Vol. 61; no. 6; pp. 1 - 16 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
New York
Association for Computing Machinery
01.11.2014
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ISSN | 0004-5411 1557-735X |
DOI | 10.1145/2629541 |
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Abstract | Agrawal and Vinay [2008], Koiran [2012], and Tavenas [2013] have recently shown that an exp (ω(√ n log n )) lower bound for depth four homogeneous circuits computing the permanent with bottom layer of × gates having fanin bounded by √n translates to a superpolynomial lower bound for general arithmetic circuits computing the permanent. Motivated by this, we examine the complexity of computing the permanent and determinant via such homogeneous depth four circuits with bounded bottom fanin.
We show here that any homogeneous depth four arithmetic circuit with bottom fanin bounded by √n computing the permanent (or the determinant) must be of size exp,(Ω(√ n )). |
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AbstractList | Agrawal and Vinay [2008], Koiran [2012], and Tavenas [2013] have recently shown that an exp ( omega ([radic]n log n)) lower bound for depth four homogeneous circuits computing the permanent with bottom layer of gates having fanin bounded by [radic]n translates to a superpolynomial lower bound for general arithmetic circuits computing the permanent. Motivated by this, we examine the complexity of computing the permanent and determinant via such homogeneous depth four circuits with bounded bottom fanin. We show here that any homogeneous depth four arithmetic circuit with bottom fanin bounded by [radic]n computing the permanent (or the determinant) must be of size exp,( Omega ([radic]n)). Agrawal and Vinay [2008], Koiran [2012], and Tavenas [2013] have recently shown that an exp (ω(√ n log n )) lower bound for depth four homogeneous circuits computing the permanent with bottom layer of × gates having fanin bounded by √n translates to a superpolynomial lower bound for general arithmetic circuits computing the permanent. Motivated by this, we examine the complexity of computing the permanent and determinant via such homogeneous depth four circuits with bounded bottom fanin. We show here that any homogeneous depth four arithmetic circuit with bottom fanin bounded by √n computing the permanent (or the determinant) must be of size exp,(Ω(√ n )). Agrawal and Vinay [2008], Koiran [2012], and Tavenas [2013] have recently shown that an exp (...(...n log n)) lower bound for depth four homogeneous circuits computing the permanent with bottom layer of x gates having fanin bounded by ...n translates to a superpolynomial lower bound for general arithmetic circuits computing the permanent. Motivated by this, this paper examines the complexity of computing the permanent and determinant via such homogeneous depth four circuits with bounded bottom fanin. It shows here that any homogeneous depth four arithmetic circuit with bottom fanin bounded by vn computing the permanent (or the determinant) must be of size exp,(...(...n)). (ProQuest: ... denotes formulae/symbols omitted.) |
Author | Gupta, Ankit Saptharishi, Ramprasad Kamath, Pritish Kayal, Neeraj |
Author_xml | – sequence: 1 givenname: Ankit surname: Gupta fullname: Gupta, Ankit organization: Microsoft Research, India – sequence: 2 givenname: Pritish surname: Kamath fullname: Kamath, Pritish organization: Microsoft Research, India – sequence: 3 givenname: Neeraj surname: Kayal fullname: Kayal, Neeraj organization: Microsoft Research, India – sequence: 4 givenname: Ramprasad surname: Saptharishi fullname: Saptharishi, Ramprasad organization: Chennai Mathematical Institute, Cambridge, MA |
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Cites_doi | 10.1007/PL00001609 10.1145/2591796.2591824 10.1109/CCC.2013.10 10.1145/276698.276872 10.1007/s002009900021 10.1016/0021-8693(86)90134-1 10.1016/j.tcs.2012.03.041 10.1007/978-3-642-40313-2_71 10.1145/800135.804419 10.1145/1502793.1502797 10.1007/BF01294256 10.1080/00927879008824043 10.1109/FOCS.2008.32 10.1007/BF02571229 10.1145/2213977.2214036 10.1145/2591796.2591847 10.1080/00029890.2000.12005235 10.1109/CCC.2008.8 |
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Snippet | Agrawal and Vinay [2008], Koiran [2012], and Tavenas [2013] have recently shown that an exp (ω(√ n log n )) lower bound for depth four homogeneous circuits... Agrawal and Vinay [2008], Koiran [2012], and Tavenas [2013] have recently shown that an exp (...(...n log n)) lower bound for depth four homogeneous circuits... Agrawal and Vinay [2008], Koiran [2012], and Tavenas [2013] have recently shown that an exp ( omega ([radic]n log n)) lower bound for depth four homogeneous... |
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SubjectTerms | Arithmetic Circuits Complexity Complexity theory Computation Computer science Determinants Gates (circuits) Lower bounds Mathematical analysis Polynomials Studies |
Title | Approaching the Chasm at Depth Four |
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