On the Vapnik-Chervonenkis dimension of the Ising-perceptron

Details On the Vapnik-Chervonenkis dimension of the Ising-perceptron On the Vapnik-Chervonenkis dimension of the Ising-perceptron

1996-02-20

arxiv.org/abs/cond-mat/9602107v1

J. Phys. A 29 (1996) L199

Physics

Condensed Matter

4 pages, Latex2e (incl. amstex, graphics, fancyheadings), 1 postscript figure

Scientific paper

10.1088/0305-4470/29/8/004

The VC dimension of the Ising perceptron with binary patterns is calculated
by numerical enumerations for system sizes N <= 31. It is significantly larger
than N/2. The data suggest that there is probably no well defined asymptotic
behaviour for N to infinity.

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