FPGA Based Implementation of a Hopfield Neural Network for Solving Constraint Satisfaction Problems

E
EUROMICRO
1998
24 th. EUROMICRO Conference Volume 2 (EUROMICRO'98)
Abstract - FPGA Based Implementation of a Hopfield Neural Network for Solving Constraint Satisfaction Problems

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24 th. EUROMICRO Conference Volume 2 (EUROMICRO'98)

Västerås, Sweden

August 25-August 27

ISBN: 0-8186-8646-4

	ASCII Text	x
	David Abramson, Kate Smith, Paul Logothetis, David Duke, "FPGA Based Implementation of a Hopfield Neural Network for Solving Constraint Satisfaction Problems," EUROMICRO Conference, vol. 2, pp. 20688, 24 th. EUROMICRO Conference Volume 2 (EUROMICRO'98), 1998.

	BibTex	x
	@article{ 10.1109/EURMIC.1998.708089, author = {David Abramson and Kate Smith and Paul Logothetis and David Duke}, title = {FPGA Based Implementation of a Hopfield Neural Network for Solving Constraint Satisfaction Problems}, journal ={EUROMICRO Conference}, volume = {2}, year = {1998}, issn = {1089-6503}, pages = {20688}, doi = {http://doi.ieeecomputersociety.org/10.1109/EURMIC.1998.708089}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - EUROMICRO Conference TI - FPGA Based Implementation of a Hopfield Neural Network for Solving Constraint Satisfaction Problems SN - 1089-6503 SP EP A1 - David Abramson, A1 - Kate Smith, A1 - Paul Logothetis, A1 - David Duke, PY - 1998 KW - null VL - 2 JA - EUROMICRO Conference ER -

David Abramson, Monash University

Kate Smith, Monash University

Paul Logothetis, Monash University

David Duke, Monash University

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/EURMIC.1998.708089

This paper discusses the implementation of Hopfield neural networks for solving constraint satisfaction problems using Field Programmable Gate Arrays (FPGAs). It discusses techniques for formulating such problems as discrete neural networks, and then it describes the N-Queen problem using this formulation. A prototype implementation of the a number of different N-Queen problems is described and results are presented that illustrate that a speedup of up to 3 orders of magnitude is possible using current FPGAs devices

Citation:

David Abramson, Kate Smith, Paul Logothetis, David Duke, "FPGA Based Implementation of a Hopfield Neural Network for Solving Constraint Satisfaction Problems," euromicro, vol. 2, pp.20688, 24 th. EUROMICRO Conference Volume 2 (EUROMICRO'98), 1998

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