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  Perceptrons, PP and the polynomial hierarchy (1994) [4 citations — 0 self]

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by Richard Beigel
Computational Complexity
http://1013seopc.eecs.uic.edu/papers/delta2p-cc.PS.gz
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Abstract:

Abstract. We construct a predicate that is computable by a perceptron with linear size, order 1, and exponential weights, but which cannot be computed by any perceptron having subexponential (2 n o(1)) size, subpolynomial

Citations

174 Introduction to Approximation Theory – Cheney - 1966
164 PP is as hard as the polynomial-time hierarchy – Toda - 1991
108 Approximation of Functions – Lorentz - 1966
87 Pp is closed under intersection – Beigel, Reingold, et al. - 1995
82 A note on the power of threshold circuits – Allender - 1989
69 Counting classes are at least as hard as the polynomial-time hierarchy – Toda, Ogiwara - 1992
68 The Expressive Power of Voting Polynomials – Aspnes, Beigel, et al. - 1994
44 On truth-table reducibility to SAT – Buss, Hay - 1991
30 A survey on counting classes – Gundermann, Nasser, et al. - 1990
25 The perceptron strikes back – Beigel, Reingold, et al. - 1991
21 the Polynomial-Time Hierarchy – Parity - 1984
18 Probabilistic polynomial time is closed under parity reductions – Beigel, Hemachandra, et al. - 1991
13 A comparison of Uniform Approximations on an interval and a finite subset thereof – Rivlin, Cheney - 1966
9 Separating PH from PP by relativization – Fu - 1992
5 On the power of probabilistic polynomial time: P NP[log] ` PP – Hemachandra, Wechsung - 1989
2 olya and G. Szeg o, Problems and Theorems in Analysis I – P' - 1972
1 Expanded version of the original 1968 edition – Minsky, Papert, et al. - 1988