Please use this identifier to cite or link to this item:
https://open.uns.ac.rs/handle/123456789/16095
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Gilezan, Silvia | en_US |
dc.contributor.author | Pantović, Jovanka | en_US |
dc.contributor.author | Žunić J. | en_US |
dc.date.accessioned | 2020-03-03T15:02:35Z | - |
dc.date.available | 2020-03-03T15:02:35Z | - |
dc.date.issued | 2007-09-01 | - |
dc.identifier.issn | 10459227 | en_US |
dc.identifier.uri | https://open.uns.ac.rs/handle/123456789/16095 | - |
dc.description.abstract | This paper deals with partitions of a discrete set S of points in a d-dimensional space, by h parallel hyperplanes. Such partitions are in a direct correspondence with multilinear threshold functions which appear in the theory of neural networks and multivalued logic. The characterization (encoding) problem is studied. We show that a unique characterization (encoding) of such multilinear partitions of S = {0, 1,..., m -1}d is possible within O(h · d2 · log m) bit rate per encoded partition. The proposed characterization (code) consists of (d+1) · (h+1) discrete moments having the order no bigger than 1. The obtained bit rate is evaluated depending on the mutual relations between h; d, and m. The optimality is reached in some cases. © 2007 IEEE. | en_US |
dc.relation.ispartof | IEEE Transactions on Neural Networks | en_US |
dc.title | Separating points by parallel hyperplanes-characterization problem | en_US |
dc.type | Journal/Magazine Article | en_US |
dc.identifier.doi | 10.1109/TNN.2007.891678 | - |
dc.identifier.pmid | 18 | - |
dc.identifier.scopus | 2-s2.0-34548609623 | - |
dc.identifier.url | https://api.elsevier.com/content/abstract/scopus_id/34548609623 | - |
dc.description.version | Unknown | en_US |
dc.relation.lastpage | 1363 | en_US |
dc.relation.firstpage | 1356 | en_US |
dc.relation.issue | 5 | en_US |
dc.relation.volume | 18 | en_US |
item.grantfulltext | none | - |
item.fulltext | No Fulltext | - |
crisitem.author.dept | Departman za opšte discipline u tehnici | - |
crisitem.author.dept | Departman za opšte discipline u tehnici | - |
crisitem.author.orcid | 0000-0003-2253-8285 | - |
crisitem.author.parentorg | Fakultet tehničkih nauka | - |
crisitem.author.parentorg | Fakultet tehničkih nauka | - |
Appears in Collections: | FTN Publikacije/Publications |
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