Finite-size effects and bounds for perceptron models

DOI10.1088/0305-4470/24/20/022zbMath0755.92001OpenAlexW2015912519MaRDI QIDQ3994252

Adam Prügel-Bennett, Robert B. Griffiths, Bernard Derrida

Publication date: 13 August 1992

Published in: Journal of Physics A: Mathematical and General (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1088/0305-4470/24/20/022

zbMATH Keywords

boundsgeneralization abilityfinite-size effectsspherical modelbinary perceptron problemcritical capacitiesIsing patternsmaximal storage capacity of random patternsreplica predictions

Mathematics Subject Classification ID

Neural networks for/in biological studies, artificial life and related topics (92B20) Neural nets applied to problems in time-dependent statistical mechanics (82C32)

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