Optimal colored perceptrons

D. Bollé and P. Kozłowski
Phys. Rev. E 64, 011915 – Published 26 June 2001
PDFExport Citation
Abstract
Authors
References

Abstract

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.

  • Received 13 December 2000

DOI:https://doi.org/10.1103/PhysRevE.64.011915

©2001 American Physical Society

Authors & Affiliations

D. Bollé*,† and P. Kozłowski†,‡

  • Instituut voor Theoretische Fysica, Katholieke Universiteit Leuven, B-3001 Leuven, Belgium

  • *Email address: desire.bolle@fys.kuleuven.ac.be
  • †Also at Interdisciplinair Centrum voor Neurale Netwerken, K. U. Leuven, Belgium.
  • ‡Email address: piotr.kozlowski@fys.kuleuven.ac.be

References (Subscription Required)

Click to Expand
Issue

Vol. 64, Iss. 1 — July 2001

Reuse & Permissions
Access Options
Author publication services for translation and copyediting assistance advertisement

Authorization Required

Log In
Other Options
×

Download & Share

PDFExportReuse & PermissionsCiting Articles (3)
×

Images

×

Sign up to receive regular email alerts from Physical Review E

Log In

Cancel
×

Search

Article Lookup

Paste a citation or DOI
Enter a citation
×