A method for data path synthesis using neural networks

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dc.contributor.author Harmanani, H.
dc.date.accessioned 2017-04-03T12:10:48Z
dc.date.available 2017-04-03T12:10:48Z
dc.date.issued 2017-04-03
dc.identifier.isbn 0-7803-5579-2 en_US
dc.identifier.uri http://hdl.handle.net/10725/5486
dc.description.abstract Presents a deterministic parallel algorithm to solve the data path allocation problem in high-level synthesis. The method is based on the modified Hopfield neural network model of computation and the McCulloch-Pitts binary neuron model. The proposed algorithm has a running time complexity of O(1) for a neural network with n vertices and c cliques. A sequential simulator was implemented for the proposed algorithm on a Linux Pentium PC under X Windows. Several circuits hare been attempted, all yielding sub-optimal solutions. en_US
dc.language.iso en en_US
dc.publisher IEEE en_US
dc.title A method for data path synthesis using neural networks en_US
dc.type Conference Paper / Proceeding en_US
dc.author.school SAS en_US
dc.author.idnumber 199490170 en_US
dc.author.department Computer Science and Mathematics en_US
dc.description.embargo N/A en_US
dc.keywords Network synthesis en_US
dc.keywords Neural networks en_US
dc.keywords Computational modeling en_US
dc.keywords Parallel algorithms en_US
dc.keywords High level synthesis en_US
dc.keywords Hopfield neural networks en_US
dc.keywords Computer networks en_US
dc.keywords Neurons en_US
dc.keywords Circuit simulation en_US
dc.keywords Linux en_US
dc.identifier.doi http://dx.doi.org/10.1109/CCECE.1999.807241 en_US
dc.identifier.ctation Harmanani, H. (1999, May). A method for data path synthesis using neural networks. In Electrical and Computer Engineering, 1999 IEEE Canadian Conference on (Vol. 1, pp. 456-461). IEEE. en_US
dc.author.email haidar.harmanani@lau.edu.lb en_US
dc.conference.date 9-12 May 1999 en_US
dc.conference.pages 456-461 en_US
dc.conference.place Edmonton, Canada en_US
dc.conference.title 1999 IEEE Canadian Conference on Electrical and Computer Engineering en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php en_US
dc.identifier.url http://ieeexplore.ieee.org/abstract/document/807241/ en_US
dc.author.affiliation Lebanese American University en_US

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