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NEUCOMP2 - parallel neural network compiler

A parallel neural network compiler (NEUCOMP2) for a shared-memory parallel machine has been implemented by introducing parallelism in NEUCOMP. The parallel routine detects the program loops of the sequential version generated by NEUCOMP, undergoing analysis of the data dependences and transforms it...

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Main Authors: Sulaiman, Md. Nasir, Evans, D. J.
Format: Article
Language:English
Published: Faculty of Computer Science and Information Technology, University of Malaya 1996
Online Access:http://psasir.upm.edu.my/id/eprint/40577/1/NEUCOMP2%20-%20parallel%20neural%20network%20compiler.pdf
http://psasir.upm.edu.my/id/eprint/40577/
http://e-journal.um.edu.my/publish/MJCS/130-145
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spelling my.upm.eprints.405772016-04-13T07:06:46Z http://psasir.upm.edu.my/id/eprint/40577/ NEUCOMP2 - parallel neural network compiler Sulaiman, Md. Nasir Evans, D. J. A parallel neural network compiler (NEUCOMP2) for a shared-memory parallel machine has been implemented by introducing parallelism in NEUCOMP. The parallel routine detects the program loops of the sequential version generated by NEUCOMP, undergoing analysis of the data dependences and transforms it into a parallel version. Experiments were carried out to study the performance of the NEUCOMP2 programs for the backpropagation network. NEUCOMP2 was developed and run on the Sequent Balance 8000 computer system at Parallel Algorithm Research Centre, U.K. Faculty of Computer Science and Information Technology, University of Malaya 1996-12 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/40577/1/NEUCOMP2%20-%20parallel%20neural%20network%20compiler.pdf Sulaiman, Md. Nasir and Evans, D. J. (1996) NEUCOMP2 - parallel neural network compiler. Malaysian Journal of Computer Science, 9 (2). pp. 54-70. ISSN 0127-9084 http://e-journal.um.edu.my/publish/MJCS/130-145
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description A parallel neural network compiler (NEUCOMP2) for a shared-memory parallel machine has been implemented by introducing parallelism in NEUCOMP. The parallel routine detects the program loops of the sequential version generated by NEUCOMP, undergoing analysis of the data dependences and transforms it into a parallel version. Experiments were carried out to study the performance of the NEUCOMP2 programs for the backpropagation network. NEUCOMP2 was developed and run on the Sequent Balance 8000 computer system at Parallel Algorithm Research Centre, U.K.
format Article
author Sulaiman, Md. Nasir
Evans, D. J.
spellingShingle Sulaiman, Md. Nasir
Evans, D. J.
NEUCOMP2 - parallel neural network compiler
author_facet Sulaiman, Md. Nasir
Evans, D. J.
author_sort Sulaiman, Md. Nasir
title NEUCOMP2 - parallel neural network compiler
title_short NEUCOMP2 - parallel neural network compiler
title_full NEUCOMP2 - parallel neural network compiler
title_fullStr NEUCOMP2 - parallel neural network compiler
title_full_unstemmed NEUCOMP2 - parallel neural network compiler
title_sort neucomp2 - parallel neural network compiler
publisher Faculty of Computer Science and Information Technology, University of Malaya
publishDate 1996
url http://psasir.upm.edu.my/id/eprint/40577/1/NEUCOMP2%20-%20parallel%20neural%20network%20compiler.pdf
http://psasir.upm.edu.my/id/eprint/40577/
http://e-journal.um.edu.my/publish/MJCS/130-145
_version_ 1643832756042465280
score 13.18916

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