• DocumentCode
    1711081
  • Title

    Lower bounds for matrix product

  • Author

    Shpilka, Amir

  • Author_Institution
    Inst. of Comput. Sci., Hebrew Univ., Jerusalem, Israel
  • fYear
    2001
  • Firstpage
    358
  • Lastpage
    367
  • Abstract
    We prove lower bounds on the number of product gates in bilinear and quadratic circuits that compute the product of two n × n matrices over finite fields. In particular we obtain the following results: 1. We show that the number of product gates in any bilinear (or quadratic) circuit that computes the product of two n × n matrices over GF(2) is at least 3n2 o(n2). 2. We show that the number of product gates in any bilinear circuit that computes the product of two n × n matrices over GF(p) is at least (2.5 + 1.5/p3-1)n2 - o(n2). These results improve the former results of N.H. Bshouty (1997) and M. Blaser (1999) who proved lower bounds of 2.5n2 o(n2).
  • Keywords
    circuit theory; computational complexity; matrix multiplication; theorem proving; bilinear circuits; finite fields; lower bounds; matrix product; product gates; quadratic circuits; Arithmetic; Character generation; Circuits; Computational modeling; Computer science; Ear; Galois fields; Polynomials; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Foundations of Computer Science, 2001. Proceedings. 42nd IEEE Symposium on
  • Print_ISBN
    0-7695-1116-3
  • Type

    conf

  • DOI
    10.1109/SFCS.2001.959910
  • Filename
    959910