Finite Size Scaling of Perceptron

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dc.creatorKorutcheva, Elka
dc.creatorTonchev, N.
dc.date2000-01-10
dc.date.accessioned2026-07-25T21:30:19Z
dc.descriptionWe study the first-order transition in the model of a simple perceptron with continuous weights and large, bit finite value of the inputs. Making the analogy with the usual finite-size physical systems, we calculate the shift and the rounding exponents near the transition point. In the case of a general perceptron with larger variety of inputs, the analysis only gives bounds for the exponents.
dc.description7 pages, 1 figure, Submitted to Phys.Lett.A
dc.identifierhttps://arxiv.org/abs/cond-mat/0001100
dc.identifierhttp://arxiv.org/abs/cond-mat/0001100
dc.identifier.urihttps://dspace.dare.co.zw/handle/123456789/80128
dc.subjectStatistical Mechanics
dc.titleFinite Size Scaling of Perceptron
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