An analysis of MVL neural operators using feed forward backpropagation: Realization and application of logic synthesis
dc.contributor.author | Chowdhury, A. | |
dc.contributor.author | Razali, M. | |
dc.contributor.author | Wyai, G. | |
dc.contributor.author | Gopal, Lenin | |
dc.contributor.author | Madon, B. | |
dc.contributor.author | Singh, A. | |
dc.date.accessioned | 2018-05-18T07:55:49Z | |
dc.date.available | 2018-05-18T07:55:49Z | |
dc.date.created | 2018-05-18T00:23:00Z | |
dc.date.issued | 2015 | |
dc.identifier.citation | Chowdhury, A. and Razali, M. and Wyai, G. and Gopal, L. and Madon, B. and Singh, A. 2015. An analysis of MVL neural operators using feed forward backpropagation: Realization and application of logic synthesis, International Conference on Smart Smart Sensors and Applications, pp. 122-126: IEEE. | |
dc.identifier.uri | http://hdl.handle.net/20.500.11937/66742 | |
dc.identifier.doi | 10.1109/ICSSA.2015.7322523 | |
dc.description.abstract |
© 2015 IEEE. In this paper, a Neural Network Deployment (NND) algorithm is presented to realize and synthesize Multi-Valued Logic (MVL) functions. The algorithm is combined with back-propagation learning capability and MVL operators. The operators are used to synthesize the functions. Consequently the synthesized expressions are applied by the MVL neural operators. The advantages of NND-MVL algorithm are demonstrated by accuracy measurement of MVL neural operator realization. Furthermore, evaluation of NND-MVL algorithm is analyzed by its application, propagation delay and accuracy achieved for training with 4 hidden neurons. In a brief, an effort of training MVL neural operators and utilizing them for logic synthesis is observed. | |
dc.publisher | IEEE | |
dc.title | An analysis of MVL neural operators using feed forward backpropagation: Realization and application of logic synthesis | |
dc.type | Conference Paper | |
dcterms.source.startPage | 122 | |
dcterms.source.endPage | 126 | |
dcterms.source.title | 2015 International Conference on Smart Sensors and Application, ICSSA 2015 | |
dcterms.source.series | 2015 International Conference on Smart Sensors and Application, ICSSA 2015 | |
dcterms.source.isbn | 9781479973644 | |
dcterms.source.conference | International Conference on Smart Smart Sensors and Applications | |
curtin.department | Curtin Malaysia | |
curtin.accessStatus | Fulltext not available |
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