About: Comparison of Worst-Case Errors in Linear and Neural Network Approximation.     Goto   Sponge   NotDistinct   Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

AttributesValues
rdf:type
Description
  • Sets of multivariable functions are described for which worst case errors in linear approximation are larger than those in approximation by neural networks. A theoretical framework for such a description is developed in the context of nonlinear approximation by fixed versus variable basis functions. Comparison of approximation rates are formulated in terms of certain norms tailored to sets of basic functions. The results are applied to perceptron networks.
  • Sets of multivariable functions are described for which worst case errors in linear approximation are larger than those in approximation by neural networks. A theoretical framework for such a description is developed in the context of nonlinear approximation by fixed versus variable basis functions. Comparison of approximation rates are formulated in terms of certain norms tailored to sets of basic functions. The results are applied to perceptron networks. (en)
Title
  • Comparison of Worst-Case Errors in Linear and Neural Network Approximation.
  • Comparison of Worst-Case Errors in Linear and Neural Network Approximation. (en)
skos:prefLabel
  • Comparison of Worst-Case Errors in Linear and Neural Network Approximation.
  • Comparison of Worst-Case Errors in Linear and Neural Network Approximation. (en)
skos:notation
  • RIV/67985807:_____/02:06020139!RIV/2003/AV0/A06003/N
http://linked.open.../vavai/riv/strany
  • 264;275
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA201/99/0092), Z(AV0Z1030915)
http://linked.open...iv/cisloPeriodika
  • 1
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 641380
http://linked.open...ai/riv/idVysledku
  • RIV/67985807:_____/02:06020139
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • complexity of neural networks; curse of dimensionality; high-dimensionality; high-dimensional optimization; linear and nonlinear approximation; rates of approximation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • US - Spojené státy americké
http://linked.open...ontrolniKodProRIV
  • [64D45BCEE1CD]
http://linked.open...i/riv/nazevZdroje
  • IEEE Transactions on Information Theory
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...ocetUcastnikuAkce
http://linked.open...nichUcastnikuAkce
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 48
http://linked.open...iv/tvurceVysledku
  • Kůrková, Věra
  • Sanguineti, M.
http://linked.open...n/vavai/riv/zamer
issn
  • 0018-9448
number of pages
Faceted Search & Find service v1.16.118 as of Jun 21 2024


Alternative Linked Data Documents: ODE     Content Formats:   [cxml] [csv]     RDF   [text] [turtle] [ld+json] [rdf+json] [rdf+xml]     ODATA   [atom+xml] [odata+json]     Microdata   [microdata+json] [html]    About   
This material is Open Knowledge   W3C Semantic Web Technology [RDF Data] Valid XHTML + RDFa
OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 67 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software