Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/3542
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dc.contributor.authorBEX, Geert Jan-
dc.contributor.authorSERNEELS, Roger-
dc.contributor.authorVAN DEN BROECK, Christian-
dc.date.accessioned2007-11-29T07:55:54Z-
dc.date.available2007-11-29T07:55:54Z-
dc.date.issued1995-
dc.identifier.citationPHYSICAL REVIEW E, 51(6). p. 6309-6312-
dc.identifier.issn1063-651X-
dc.identifier.urihttp://hdl.handle.net/1942/3542-
dc.description.abstractUsing the replica formalism, we evaluate the storage capacity and the generalization error of a perceptron with a reversed-wedge transfer function and binary synaptic weights. Remarkably, both the storage capacity and the generalization threshold saturate the information theoretic (respectively upper and lower) bound α=1 for a specific choice of the width of the reverse wedge, suggesting that this perceptron may be an interesting building block for neural networks.-
dc.language.isoen-
dc.publisherAMERICAN PHYSICAL SOC-
dc.titleSTORAGE CAPACITY AND GENERALIZATION ERROR FOR THE REVERSED-WEDGE ISING PERCEPTRON-
dc.typeJournal Contribution-
dc.identifier.epage6312-
dc.identifier.issue6-
dc.identifier.spage6309-
dc.identifier.volume51-
local.format.pages4-
dc.description.notesBEX, GJ, LIMBURGS UNIV CENTRUM,UNIV CAMPUS,B-3590 DIEPENBEEK,BELGIUM.-
local.type.refereedRefereed-
local.type.specifiedNote-
dc.bibliographicCitation.oldjcatA1-
dc.identifier.doi10.1103/PhysRevE.51.6309-
dc.identifier.isiA1995RE08000047-
item.fulltextNo Fulltext-
item.accessRightsClosed Access-
item.contributorBEX, Geert Jan-
item.contributorVAN DEN BROECK, Christian-
item.contributorSERNEELS, Roger-
item.fullcitationBEX, Geert Jan; SERNEELS, Roger & VAN DEN BROECK, Christian (1995) STORAGE CAPACITY AND GENERALIZATION ERROR FOR THE REVERSED-WEDGE ISING PERCEPTRON. In: PHYSICAL REVIEW E, 51(6). p. 6309-6312.-
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