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A Fully Parallel and Scalable Implementation of a...
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A Fully Parallel and Scalable Implementation of a Hopfield Neural Network on the SHARC-NET Supercomputer

Abstract

Artificial neural networks (ANN) are an established area of artificial intelligence (AI) and computer science. ANNs have been used in a number of ways for research and industrial projects. However, despite ANN research spanning many years, the typical implementation is a single threaded programming model. This paper presents a fully parallel implementation of a Hopfield Neural Network using a supercomputer. The goal of this project is to …

Authors

Sykes ER; Mirkovic A

Pagination

pp. 103-109

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publication Date

January 1, 2005

DOI

10.1109/hpcs.2005.6

Name of conference

19th International Symposium on High Performance Computing Systems and Applications (HPCS'05)