Optimal coloured perceptrons

Details Optimal coloured perceptrons Optimal coloured perceptrons

2000-04-11

arxiv.org/abs/cond-mat/0004173v2

Phys. Rev. E 64, 011915 (2001)

Physics

Condensed Matter

Disordered Systems and Neural Networks

8 pages in Latex with 2 eps figures, RSB1 calculations has been added

Scientific paper

10.1103/PhysRevE.64.011915

Ashkin-Teller type perceptron models are introduced. Their maximal capacity
per number of couplings is calculated within a first-step
replica-symmetry-breaking Gardner approach. The results are compared with
extensive numerical simulations using several algorithms.

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