Please use this identifier to cite or link to this item:
http://hdl.handle.net/1942/3542
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | BEX, Geert Jan | - |
dc.contributor.author | SERNEELS, Roger | - |
dc.contributor.author | VAN DEN BROECK, Christian | - |
dc.date.accessioned | 2007-11-29T07:55:54Z | - |
dc.date.available | 2007-11-29T07:55:54Z | - |
dc.date.issued | 1995 | - |
dc.identifier.citation | PHYSICAL REVIEW E, 51(6). p. 6309-6312 | - |
dc.identifier.issn | 1063-651X | - |
dc.identifier.uri | http://hdl.handle.net/1942/3542 | - |
dc.description.abstract | Using 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.iso | en | - |
dc.publisher | AMERICAN PHYSICAL SOC | - |
dc.title | Storage capacity and generalization error for the reversed-wedge Ising perceptron | - |
dc.type | Journal Contribution | - |
dc.identifier.epage | 6312 | - |
dc.identifier.issue | 6 | - |
dc.identifier.spage | 6309 | - |
dc.identifier.volume | 51 | - |
local.format.pages | 4 | - |
dc.description.notes | BEX, GJ, LIMBURGS UNIV CENTRUM,UNIV CAMPUS,B-3590 DIEPENBEEK,BELGIUM. | - |
local.type.refereed | Refereed | - |
local.type.specified | Note | - |
dc.bibliographicCitation.oldjcat | A1 | - |
dc.identifier.doi | 10.1103/PhysRevE.51.6309 | - |
dc.identifier.isi | A1995RE08000047 | - |
item.contributor | BEX, Geert Jan | - |
item.contributor | SERNEELS, Roger | - |
item.contributor | VAN DEN BROECK, Christian | - |
item.fulltext | No Fulltext | - |
item.fullcitation | BEX, 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. | - |
item.accessRights | Closed Access | - |
Appears in Collections: | Research publications |
SCOPUSTM
Citations
20
checked on Aug 25, 2025
WEB OF SCIENCETM
Citations
18
checked on Aug 25, 2025
Google ScholarTM
Check
Altmetric
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.