FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2037845793> ?p ?o ?g. }

• W2037845793 abstract "Abstract We study associative and storage memories for memory traces of size N and aim to establish that both the size of the system (as measured by, e.g., the number of nodes in a network) can be of order N and the number of traces consistent with reliable operation can be exponentially large in N, so that a positive capacity (in bits per node) can be achieved. It is well known that, if the traces are generated as M random vectors, then reliability imposes a linear bound on M, in that it implies an upper bound on the asymptotic (large N) value of α = M/N. For the noise-free Hopfield net this critical bound is about 0.138. We show that, if superposition of traces is allowed, so that the M given traces constitute the random basis of a linear code, then exponential memory size and a positive capacity can be achieved. However, there is still a critical upper bound on the basis rate α = M/N, implied now, not by the condition of reliability, but by the necessity that the recursion realising the calculation should be stable. For our model we determine this critical value exactly as α c = 3 − √8 ≐ 0.172. Our model is based upon inference concepts and differs in slight but important respects from the Hopfield model. We do not use replica methods, but appeal to a generalised version of the Wigner semi-circle theorem on the asymptotic distribution of eigenvalues." @default.
• W2037845793 created "2016-06-24" @default.
• W2037845793 creator A5045803344 @default.
• W2037845793 date "1997-12-01" @default.
• W2037845793 modified "2023-09-27" @default.
• W2037845793 title "Artificial memories: Capacity, basis rate and inference" @default.
• W2037845793 cites W1591800128 @default.
• W2037845793 cites W1971249498 @default.
• W2037845793 cites W1972183283 @default.
• W2037845793 cites W1983993660 @default.
• W2037845793 cites W1988487377 @default.
• W2037845793 cites W1993088377 @default.
• W2037845793 cites W1995539593 @default.
• W2037845793 cites W1996112594 @default.
• W2037845793 cites W2005522417 @default.
• W2037845793 cites W2006327398 @default.
• W2037845793 cites W2035010839 @default.
• W2037845793 cites W2052323792 @default.
• W2037845793 cites W2059463621 @default.
• W2037845793 cites W2062734373 @default.
• W2037845793 cites W2075210427 @default.
• W2037845793 cites W2080792322 @default.
• W2037845793 cites W2094034589 @default.
• W2037845793 cites W2115922809 @default.
• W2037845793 cites W2128084896 @default.
• W2037845793 cites W2129217160 @default.
• W2037845793 cites W2149413876 @default.
• W2037845793 cites W2152958328 @default.
• W2037845793 cites W2167304375 @default.
• W2037845793 cites W2345885088 @default.
• W2037845793 cites W2472012335 @default.
• W2037845793 cites W2497735908 @default.
• W2037845793 cites W2798909945 @default.
• W2037845793 doi "https://doi.org/10.1016/s0893-6080(97)00008-7" @default.
• W2037845793 hasPublicationYear "1997" @default.
• W2037845793 type Work @default.
• W2037845793 sameAs 2037845793 @default.
• W2037845793 citedByCount "2" @default.
• W2037845793 crossrefType "journal-article" @default.
• W2037845793 hasAuthorship W2037845793A5045803344 @default.
• W2037845793 hasConcept C11413529 @default.
• W2037845793 hasConcept C114614502 @default.
• W2037845793 hasConcept C118615104 @default.
• W2037845793 hasConcept C121332964 @default.
• W2037845793 hasConcept C12426560 @default.
• W2037845793 hasConcept C127413603 @default.
• W2037845793 hasConcept C134306372 @default.
• W2037845793 hasConcept C154945302 @default.
• W2037845793 hasConcept C158693339 @default.
• W2037845793 hasConcept C168773036 @default.
• W2037845793 hasConcept C2524010 @default.
• W2037845793 hasConcept C27753989 @default.
• W2037845793 hasConcept C28826006 @default.
• W2037845793 hasConcept C33923547 @default.
• W2037845793 hasConcept C41008148 @default.
• W2037845793 hasConcept C46421273 @default.
• W2037845793 hasConcept C50644808 @default.
• W2037845793 hasConcept C62520636 @default.
• W2037845793 hasConcept C62611344 @default.
• W2037845793 hasConcept C66938386 @default.
• W2037845793 hasConcept C77553402 @default.
• W2037845793 hasConceptScore W2037845793C11413529 @default.
• W2037845793 hasConceptScore W2037845793C114614502 @default.
• W2037845793 hasConceptScore W2037845793C118615104 @default.
• W2037845793 hasConceptScore W2037845793C121332964 @default.
• W2037845793 hasConceptScore W2037845793C12426560 @default.
• W2037845793 hasConceptScore W2037845793C127413603 @default.
• W2037845793 hasConceptScore W2037845793C134306372 @default.
• W2037845793 hasConceptScore W2037845793C154945302 @default.
• W2037845793 hasConceptScore W2037845793C158693339 @default.
• W2037845793 hasConceptScore W2037845793C168773036 @default.
• W2037845793 hasConceptScore W2037845793C2524010 @default.
• W2037845793 hasConceptScore W2037845793C27753989 @default.
• W2037845793 hasConceptScore W2037845793C28826006 @default.
• W2037845793 hasConceptScore W2037845793C33923547 @default.
• W2037845793 hasConceptScore W2037845793C41008148 @default.
• W2037845793 hasConceptScore W2037845793C46421273 @default.
• W2037845793 hasConceptScore W2037845793C50644808 @default.
• W2037845793 hasConceptScore W2037845793C62520636 @default.
• W2037845793 hasConceptScore W2037845793C62611344 @default.
• W2037845793 hasConceptScore W2037845793C66938386 @default.
• W2037845793 hasConceptScore W2037845793C77553402 @default.
• W2037845793 hasLocation W20378457931 @default.
• W2037845793 hasOpenAccess W2037845793 @default.
• W2037845793 hasPrimaryLocation W20378457931 @default.
• W2037845793 hasRelatedWork W139929112 @default.
• W2037845793 hasRelatedWork W2016054465 @default.
• W2037845793 hasRelatedWork W2017702854 @default.
• W2037845793 hasRelatedWork W2041902746 @default.
• W2037845793 hasRelatedWork W2046366810 @default.
• W2037845793 hasRelatedWork W2051327183 @default.
• W2037845793 hasRelatedWork W2061115308 @default.
• W2037845793 hasRelatedWork W2061130871 @default.
• W2037845793 hasRelatedWork W2067612055 @default.
• W2037845793 hasRelatedWork W2074539114 @default.
• W2037845793 hasRelatedWork W2080115704 @default.
• W2037845793 hasRelatedWork W2101884652 @default.
• W2037845793 hasRelatedWork W2104837769 @default.
• W2037845793 hasRelatedWork W2125689865 @default.
• W2037845793 hasRelatedWork W2147727343 @default.

• next