FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2041173801> ?p ?o ?g. }

• W2041173801 endingPage "961" @default.
• W2041173801 startingPage "949" @default.
• W2041173801 abstract "BackPropagation (BP) is the most famous learning algorithm for Artificial Neural Networks (ANN). BP has received intensive research efforts to exploit its parallelism in order to reduce the training time for complex problems. A modified version of BP based on matrix–matrix multiplication was proposed for parallel processing . In this paper, we present the implementation of Matrix BackPropagation (MBP) using scalar, vector, and matrix Instruction Set Architectures (ISAs). Besides this, we show that the performance of the MBP is improved by switching from scalar ISA to vector ISA. It is further improved by switching from vector ISA to matrix ISA. On a practical application, speech recognition, the speedup of training a neural network using unrolling scalar ISA over scalar ISA is 1.83. On eight parallel lanes, the speedups of using vector, unrolling vector, and matrix ISAs are respectively 10.33, 11.88, and 15.36, where the maximum theoretical speedup is 16. The results obtained show that the use of matrix ISA gives a performance close to optimal, because of reusing the loaded data, decreasing the loop overhead, and overlapping the memory operations with arithmetic operations ." @default.
• W2041173801 created "2016-06-24" @default.
• W2041173801 creator A5045915414 @default.
• W2041173801 creator A5066251602 @default.
• W2041173801 date "2008-07-01" @default.
• W2041173801 modified "2023-10-14" @default.
• W2041173801 title "A highly efficient implementation of a backpropagation learning algorithm using matrix ISA" @default.
• W2041173801 cites W1488575454 @default.
• W2041173801 cites W1503001724 @default.
• W2041173801 cites W1525740151 @default.
• W2041173801 cites W1548958333 @default.
• W2041173801 cites W1555915743 @default.
• W2041173801 cites W1564901611 @default.
• W2041173801 cites W1582129154 @default.
• W2041173801 cites W1969648707 @default.
• W2041173801 cites W1988425770 @default.
• W2041173801 cites W2000250112 @default.
• W2041173801 cites W2002257715 @default.
• W2041173801 cites W2010414531 @default.
• W2041173801 cites W2013660188 @default.
• W2041173801 cites W2038469228 @default.
• W2041173801 cites W2042600604 @default.
• W2041173801 cites W2083783858 @default.
• W2041173801 cites W2120149280 @default.
• W2041173801 cites W2128221687 @default.
• W2041173801 cites W2138554927 @default.
• W2041173801 cites W2146084019 @default.
• W2041173801 cites W2147798584 @default.
• W2041173801 cites W2151345470 @default.
• W2041173801 cites W2157771571 @default.
• W2041173801 cites W2159117078 @default.
• W2041173801 cites W2161864047 @default.
• W2041173801 cites W2163612185 @default.
• W2041173801 cites W2171825402 @default.
• W2041173801 cites W2276319882 @default.
• W2041173801 cites W2798909945 @default.
• W2041173801 cites W2913795363 @default.
• W2041173801 cites W181736975 @default.
• W2041173801 doi "https://doi.org/10.1016/j.jpdc.2007.12.004" @default.
• W2041173801 hasPublicationYear "2008" @default.
• W2041173801 type Work @default.
• W2041173801 sameAs 2041173801 @default.
• W2041173801 citedByCount "7" @default.
• W2041173801 countsByYear W20411738012012 @default.
• W2041173801 countsByYear W20411738012013 @default.
• W2041173801 crossrefType "journal-article" @default.
• W2041173801 hasAuthorship W2041173801A5045915414 @default.
• W2041173801 hasAuthorship W2041173801A5066251602 @default.
• W2041173801 hasConcept C106487976 @default.
• W2041173801 hasConcept C11413529 @default.
• W2041173801 hasConcept C121332964 @default.
• W2041173801 hasConcept C154945302 @default.
• W2041173801 hasConcept C155032097 @default.
• W2041173801 hasConcept C159985019 @default.
• W2041173801 hasConcept C17349429 @default.
• W2041173801 hasConcept C173608175 @default.
• W2041173801 hasConcept C192562407 @default.
• W2041173801 hasConcept C2524010 @default.
• W2041173801 hasConcept C33923547 @default.
• W2041173801 hasConcept C41008148 @default.
• W2041173801 hasConcept C50644808 @default.
• W2041173801 hasConcept C57691317 @default.
• W2041173801 hasConcept C62520636 @default.
• W2041173801 hasConcept C68339613 @default.
• W2041173801 hasConcept C84114770 @default.
• W2041173801 hasConceptScore W2041173801C106487976 @default.
• W2041173801 hasConceptScore W2041173801C11413529 @default.
• W2041173801 hasConceptScore W2041173801C121332964 @default.
• W2041173801 hasConceptScore W2041173801C154945302 @default.
• W2041173801 hasConceptScore W2041173801C155032097 @default.
• W2041173801 hasConceptScore W2041173801C159985019 @default.
• W2041173801 hasConceptScore W2041173801C17349429 @default.
• W2041173801 hasConceptScore W2041173801C173608175 @default.
• W2041173801 hasConceptScore W2041173801C192562407 @default.
• W2041173801 hasConceptScore W2041173801C2524010 @default.
• W2041173801 hasConceptScore W2041173801C33923547 @default.
• W2041173801 hasConceptScore W2041173801C41008148 @default.
• W2041173801 hasConceptScore W2041173801C50644808 @default.
• W2041173801 hasConceptScore W2041173801C57691317 @default.
• W2041173801 hasConceptScore W2041173801C62520636 @default.
• W2041173801 hasConceptScore W2041173801C68339613 @default.
• W2041173801 hasConceptScore W2041173801C84114770 @default.
• W2041173801 hasIssue "7" @default.
• W2041173801 hasLocation W20411738011 @default.
• W2041173801 hasOpenAccess W2041173801 @default.
• W2041173801 hasPrimaryLocation W20411738011 @default.
• W2041173801 hasRelatedWork W1188123746 @default.
• W2041173801 hasRelatedWork W1509211761 @default.
• W2041173801 hasRelatedWork W1531488649 @default.
• W2041173801 hasRelatedWork W1869243490 @default.
• W2041173801 hasRelatedWork W1967627035 @default.
• W2041173801 hasRelatedWork W2133693067 @default.
• W2041173801 hasRelatedWork W2164287667 @default.
• W2041173801 hasRelatedWork W2319467001 @default.
• W2041173801 hasRelatedWork W2391299576 @default.
• W2041173801 hasRelatedWork W3129397352 @default.
• W2041173801 hasVolume "68" @default.
• W2041173801 isParatext "false" @default.

• next