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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| Format: | Article |
| Language: | English |
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Faculty of Computer Science and Information Technology, University of Malaya
1996
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| Online Access: | http://psasir.upm.edu.my/id/eprint/40577/ http://psasir.upm.edu.my/id/eprint/40577/1/NEUCOMP2%20-%20parallel%20neural%20network%20compiler.pdf |
| _version_ | 1848849466128334848 |
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| author | Sulaiman, Md. Nasir Evans, D. J. |
| author_facet | Sulaiman, Md. Nasir Evans, D. J. |
| author_sort | Sulaiman, Md. Nasir |
| building | UPM Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T09:50:50Z |
| format | Article |
| id | upm-40577 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T09:50:50Z |
| publishDate | 1996 |
| publisher | Faculty of Computer Science and Information Technology, University of Malaya |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-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 |
| spellingShingle | Sulaiman, Md. Nasir Evans, D. J. NEUCOMP2 - parallel neural network compiler |
| title | 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_short | NEUCOMP2 - parallel neural network compiler |
| title_sort | neucomp2 - parallel neural network compiler |
| url | http://psasir.upm.edu.my/id/eprint/40577/ http://psasir.upm.edu.my/id/eprint/40577/ http://psasir.upm.edu.my/id/eprint/40577/1/NEUCOMP2%20-%20parallel%20neural%20network%20compiler.pdf |