FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2067655565> ?p ?o ?g. }

• W2067655565 abstract "In this paper, we are to develop better learning rules for the bidirectional associative memory (BAM) based on three well-recognized optimal criteria, that is, all desired attractors should be made not only stable but also asymptotically stable, and spurious memories should be the fewest possible. We first explore the equivalence between the stability of all desired attractors and certain bidirectional linear separabilities and then relate three optimal criteria to expanding the kernal basin of attraction of each desired attractor in both the X-space and Y-space. To characterize this, we define an important and equivalent concept called by the Hamming-stability. Surprisingly, the Hamming-stability of all desired attractors turns out to be further equivalent to certain moderately expansive bidirectional linear separabilities. As a result, the well-known Rosenblatt's perceptron learning rule can be used to achieve the stability of all desired attractors and even three optimal criteria. The learning rules developed thereofare called the bidirectional perceptron stability learning rule (BPSL) and bidirectional perceptron Hamming-stability learning rule (BPHSL). A number of computer experiments show the improved performance of the BAM trained by the BPSL or BPHSL in regard to its stability, asymptotic stability, and spurious memories." @default.
• W2067655565 created "2016-06-24" @default.
• W2067655565 creator A5065100610 @default.
• W2067655565 creator A5069755055 @default.
• W2067655565 creator A5080933618 @default.
• W2067655565 date "1993-01-01" @default.
• W2067655565 modified "2023-09-25" @default.
• W2067655565 title "Better learning for bidirectional associative memory" @default.
• W2067655565 cites W145218744 @default.
• W2067655565 cites W1509703770 @default.
• W2067655565 cites W185569888 @default.
• W2067655565 cites W1999571566 @default.
• W2067655565 cites W2057529293 @default.
• W2067655565 cites W2075380850 @default.
• W2067655565 cites W2083298878 @default.
• W2067655565 cites W2095425517 @default.
• W2067655565 cites W2100823705 @default.
• W2067655565 cites W2111926818 @default.
• W2067655565 cites W2112246162 @default.
• W2067655565 cites W2128084896 @default.
• W2067655565 cites W2144219012 @default.
• W2067655565 cites W2153012070 @default.
• W2067655565 cites W2166214793 @default.
• W2067655565 cites W374615042 @default.
• W2067655565 cites W781939359 @default.
• W2067655565 doi "https://doi.org/10.1016/s0893-6080(09)80024-5" @default.
• W2067655565 hasPublicationYear "1993" @default.
• W2067655565 type Work @default.
• W2067655565 sameAs 2067655565 @default.
• W2067655565 citedByCount "49" @default.
• W2067655565 countsByYear W20676555652013 @default.
• W2067655565 countsByYear W20676555652014 @default.
• W2067655565 countsByYear W20676555652016 @default.
• W2067655565 countsByYear W20676555652018 @default.
• W2067655565 countsByYear W20676555652020 @default.
• W2067655565 crossrefType "journal-article" @default.
• W2067655565 hasAuthorship W2067655565A5065100610 @default.
• W2067655565 hasAuthorship W2067655565A5069755055 @default.
• W2067655565 hasAuthorship W2067655565A5080933618 @default.
• W2067655565 hasConcept C112972136 @default.
• W2067655565 hasConcept C11413529 @default.
• W2067655565 hasConcept C119857082 @default.
• W2067655565 hasConcept C120620853 @default.
• W2067655565 hasConcept C134306372 @default.
• W2067655565 hasConcept C154945302 @default.
• W2067655565 hasConcept C157125643 @default.
• W2067655565 hasConcept C164380108 @default.
• W2067655565 hasConcept C193319292 @default.
• W2067655565 hasConcept C2779127903 @default.
• W2067655565 hasConcept C33923547 @default.
• W2067655565 hasConcept C41008148 @default.
• W2067655565 hasConcept C50644808 @default.
• W2067655565 hasConcept C53442348 @default.
• W2067655565 hasConcept C57273362 @default.
• W2067655565 hasConcept C60908668 @default.
• W2067655565 hasConcept C73150493 @default.
• W2067655565 hasConcept C97256817 @default.
• W2067655565 hasConceptScore W2067655565C112972136 @default.
• W2067655565 hasConceptScore W2067655565C11413529 @default.
• W2067655565 hasConceptScore W2067655565C119857082 @default.
• W2067655565 hasConceptScore W2067655565C120620853 @default.
• W2067655565 hasConceptScore W2067655565C134306372 @default.
• W2067655565 hasConceptScore W2067655565C154945302 @default.
• W2067655565 hasConceptScore W2067655565C157125643 @default.
• W2067655565 hasConceptScore W2067655565C164380108 @default.
• W2067655565 hasConceptScore W2067655565C193319292 @default.
• W2067655565 hasConceptScore W2067655565C2779127903 @default.
• W2067655565 hasConceptScore W2067655565C33923547 @default.
• W2067655565 hasConceptScore W2067655565C41008148 @default.
• W2067655565 hasConceptScore W2067655565C50644808 @default.
• W2067655565 hasConceptScore W2067655565C53442348 @default.
• W2067655565 hasConceptScore W2067655565C57273362 @default.
• W2067655565 hasConceptScore W2067655565C60908668 @default.
• W2067655565 hasConceptScore W2067655565C73150493 @default.
• W2067655565 hasConceptScore W2067655565C97256817 @default.
• W2067655565 hasLocation W20676555651 @default.
• W2067655565 hasOpenAccess W2067655565 @default.
• W2067655565 hasPrimaryLocation W20676555651 @default.
• W2067655565 hasRelatedWork W1995038387 @default.
• W2067655565 hasRelatedWork W2028745254 @default.
• W2067655565 hasRelatedWork W2075380850 @default.
• W2067655565 hasRelatedWork W2076844159 @default.
• W2067655565 hasRelatedWork W2083298878 @default.
• W2067655565 hasRelatedWork W2095425517 @default.
• W2067655565 hasRelatedWork W2098673544 @default.
• W2067655565 hasRelatedWork W2101687188 @default.
• W2067655565 hasRelatedWork W2104835989 @default.
• W2067655565 hasRelatedWork W2111926818 @default.
• W2067655565 hasRelatedWork W2112246162 @default.
• W2067655565 hasRelatedWork W2116379401 @default.
• W2067655565 hasRelatedWork W2120509176 @default.
• W2067655565 hasRelatedWork W2128084896 @default.
• W2067655565 hasRelatedWork W2129217160 @default.
• W2067655565 hasRelatedWork W2140448169 @default.
• W2067655565 hasRelatedWork W2142362723 @default.
• W2067655565 hasRelatedWork W2142678057 @default.
• W2067655565 hasRelatedWork W2153012070 @default.
• W2067655565 hasRelatedWork W2155406607 @default.
• W2067655565 isParatext "false" @default.
• W2067655565 isRetracted "false" @default.

• next