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NEUCOMP2 - parallel neural network compiler


Citation

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

Abstract / Synopsis

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.


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Additional Metadata

Item Type: Article
Divisions: Universiti Pertanian Malaysia
Publisher: Faculty of Computer Science and Information Technology, University of Malaya
Keywords: Backpropagation network; NEUCOMP; NEUCOMP2; Neural network simulation program; Sequent Balance 8000; Shared-memory parallel machine
Depositing User: Noor Syafini Zamani
Date Deposited: 13 Apr 2016 15:06
Last Modified: 13 Apr 2016 15:06
URI: http://psasir.upm.edu.my/id/eprint/40577
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