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http://hdl.handle.net/1942/3542
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DC Field | Value | Language |
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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.accessRights | Closed Access | - |
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.contributor | BEX, Geert Jan | - |
item.contributor | SERNEELS, Roger | - |
item.contributor | VAN DEN BROECK, Christian | - |
item.fulltext | No Fulltext | - |
Appears in Collections: | Research publications |
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