Programmable optoelectronic neural network for optimization

An optoelectronic neural network is presented that is designed to solve the assignment problem--or any similar optimization task given minimal adjustment--in both crossbar and banyan packet switches. We examine the design decisions made at the hardware, software, and algorithmic levels and indicate...

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Veröffentlicht in:Applied Optics 2004-02, Vol.43 (4), p.866-876, Article 866
Hauptverfasser: Symington, Keith J, Randle, Yves, Waddie, Andrew J, Taghizadeh, Mohammed R, Snowdon, John F
Format: Artikel
Sprache:eng
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Zusammenfassung:An optoelectronic neural network is presented that is designed to solve the assignment problem--or any similar optimization task given minimal adjustment--in both crossbar and banyan packet switches. We examine the design decisions made at the hardware, software, and algorithmic levels and indicate the associated effect on the system as a whole. Clearly detailed experimental results show the system's robustness and performance due to the particular optoelectronic-algorithm combination used. The integration and packaging of such a system are also briefly discussed.
ISSN:0003-6935
1559-128X
1539-4522
DOI:10.1364/AO.43.000866