Matches in SemOpenAlex for { <https://semopenalex.org/work/W114610776> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W114610776 abstract "This paper investigates the stability of two recently proposed modified NLMS learning rules that are based on calculating the smallest weight change which stores the current training pattern exactly. The Lp (p = 1, 2, infinity) norm used to measure the weight update produces different learning algorithms, and it is shown that both new learning rules (p = 1, infinity) can become unstable, as the parameter error increases without bound. This is in direct contrast to the standard (p = 2 norm) NLMS rule which is unconditionally stable (in the sense described in this paper - monotonically non-increasing weight error), and indeed the NLMS rule was originally derived to overcome such limitations. The conditions under which instability can occur are investigated both theoretically and in simulation and are shown to depend on the form of the input vector and only indirectly on the learning rate." @default.
- W114610776 created "2016-06-24" @default.
- W114610776 creator A5026514908 @default.
- W114610776 creator A5067133312 @default.
- W114610776 creator A5071430577 @default.
- W114610776 date "1995-01-01" @default.
- W114610776 modified "2023-10-03" @default.
- W114610776 title "A Stability Analysis of the Modified NLMS Rules" @default.
- W114610776 hasPublicationYear "1995" @default.
- W114610776 type Work @default.
- W114610776 sameAs 114610776 @default.
- W114610776 citedByCount "1" @default.
- W114610776 crossrefType "journal-article" @default.
- W114610776 hasAuthorship W114610776A5026514908 @default.
- W114610776 hasAuthorship W114610776A5067133312 @default.
- W114610776 hasAuthorship W114610776A5071430577 @default.
- W114610776 hasConcept C112972136 @default.
- W114610776 hasConcept C119857082 @default.
- W114610776 hasConcept C134306372 @default.
- W114610776 hasConcept C154945302 @default.
- W114610776 hasConcept C17744445 @default.
- W114610776 hasConcept C191795146 @default.
- W114610776 hasConcept C199539241 @default.
- W114610776 hasConcept C2776502983 @default.
- W114610776 hasConcept C28826006 @default.
- W114610776 hasConcept C33923547 @default.
- W114610776 hasConcept C41008148 @default.
- W114610776 hasConcept C72169020 @default.
- W114610776 hasConcept C7321624 @default.
- W114610776 hasConceptScore W114610776C112972136 @default.
- W114610776 hasConceptScore W114610776C119857082 @default.
- W114610776 hasConceptScore W114610776C134306372 @default.
- W114610776 hasConceptScore W114610776C154945302 @default.
- W114610776 hasConceptScore W114610776C17744445 @default.
- W114610776 hasConceptScore W114610776C191795146 @default.
- W114610776 hasConceptScore W114610776C199539241 @default.
- W114610776 hasConceptScore W114610776C2776502983 @default.
- W114610776 hasConceptScore W114610776C28826006 @default.
- W114610776 hasConceptScore W114610776C33923547 @default.
- W114610776 hasConceptScore W114610776C41008148 @default.
- W114610776 hasConceptScore W114610776C72169020 @default.
- W114610776 hasConceptScore W114610776C7321624 @default.
- W114610776 hasLocation W1146107761 @default.
- W114610776 hasOpenAccess W114610776 @default.
- W114610776 hasPrimaryLocation W1146107761 @default.
- W114610776 hasRelatedWork W1133641091 @default.
- W114610776 hasRelatedWork W139408237 @default.
- W114610776 hasRelatedWork W1958229367 @default.
- W114610776 hasRelatedWork W2018612879 @default.
- W114610776 hasRelatedWork W2052149760 @default.
- W114610776 hasRelatedWork W2096326794 @default.
- W114610776 hasRelatedWork W2119469028 @default.
- W114610776 hasRelatedWork W2144513243 @default.
- W114610776 hasRelatedWork W2163579114 @default.
- W114610776 hasRelatedWork W2188954607 @default.
- W114610776 hasRelatedWork W2343384233 @default.
- W114610776 hasRelatedWork W2344685289 @default.
- W114610776 hasRelatedWork W2998212614 @default.
- W114610776 hasRelatedWork W3033955973 @default.
- W114610776 hasRelatedWork W3197660075 @default.
- W114610776 hasRelatedWork W79480430 @default.
- W114610776 hasRelatedWork W824702820 @default.
- W114610776 hasRelatedWork W86718962 @default.
- W114610776 hasRelatedWork W2037632279 @default.
- W114610776 hasRelatedWork W2186954773 @default.
- W114610776 isParatext "false" @default.
- W114610776 isRetracted "false" @default.
- W114610776 magId "114610776" @default.
- W114610776 workType "article" @default.