Parallel simulation of character recognition problems using NEUCOMP2

NEUCOMP2 is a parallel Neural Network Compiler for a shared-memory parallel machine. It compiles a program written as a list of mathematical specifications of Neural Network (NN) models and then translates it into a chosen target program which contains parallel codes. Performance results for charact...

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Main Authors: Evans, David J., Sulaiman, Md. Nasir
Format: Article
Language:English
Published: Gordon and Breach Science Publishers 1996
Online Access:http://psasir.upm.edu.my/id/eprint/58450/1/Parallel%20simulation%20of%20character%20recognition%20problems%20using%20NEUCOMP2.pdf
http://psasir.upm.edu.my/id/eprint/58450/
http://www.tandfonline.com/doi/abs/10.1080/10637199608915605?journalCode=gpaa19
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spelling my.upm.eprints.584502018-01-17T03:30:26Z http://psasir.upm.edu.my/id/eprint/58450/ Parallel simulation of character recognition problems using NEUCOMP2 Evans, David J. Sulaiman, Md. Nasir NEUCOMP2 is a parallel Neural Network Compiler for a shared-memory parallel machine. It compiles a program written as a list of mathematical specifications of Neural Network (NN) models and then translates it into a chosen target program which contains parallel codes. Performance results for character recognition problems on popular NN models are presented. The models are the backpropagation, Kohonen, Counterpropagation and ART1 network models. NEUCOMP2 was developed and run on the SEQUENT Balance 8000 computer system at PARC. Gordon and Breach Science Publishers 1996 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/58450/1/Parallel%20simulation%20of%20character%20recognition%20problems%20using%20NEUCOMP2.pdf Evans, David J. and Sulaiman, Md. Nasir (1996) Parallel simulation of character recognition problems using NEUCOMP2. Parallel Algorithms and Applications, 10 (1-2). pp. 49-58. ISSN 1744-5760 http://www.tandfonline.com/doi/abs/10.1080/10637199608915605?journalCode=gpaa19 10.1080/10637199608915605
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 NEUCOMP2 is a parallel Neural Network Compiler for a shared-memory parallel machine. It compiles a program written as a list of mathematical specifications of Neural Network (NN) models and then translates it into a chosen target program which contains parallel codes. Performance results for character recognition problems on popular NN models are presented. The models are the backpropagation, Kohonen, Counterpropagation and ART1 network models. NEUCOMP2 was developed and run on the SEQUENT Balance 8000 computer system at PARC.
format Article
author Evans, David J.
Sulaiman, Md. Nasir
spellingShingle Evans, David J.
Sulaiman, Md. Nasir
Parallel simulation of character recognition problems using NEUCOMP2
author_facet Evans, David J.
Sulaiman, Md. Nasir
author_sort Evans, David J.
title Parallel simulation of character recognition problems using NEUCOMP2
title_short Parallel simulation of character recognition problems using NEUCOMP2
title_full Parallel simulation of character recognition problems using NEUCOMP2
title_fullStr Parallel simulation of character recognition problems using NEUCOMP2
title_full_unstemmed Parallel simulation of character recognition problems using NEUCOMP2
title_sort parallel simulation of character recognition problems using neucomp2
publisher Gordon and Breach Science Publishers
publishDate 1996
url http://psasir.upm.edu.my/id/eprint/58450/1/Parallel%20simulation%20of%20character%20recognition%20problems%20using%20NEUCOMP2.pdf
http://psasir.upm.edu.my/id/eprint/58450/
http://www.tandfonline.com/doi/abs/10.1080/10637199608915605?journalCode=gpaa19
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score 13.160551