DocumentCode
36886
Title
High-Speed Optical Vector and Matrix Operations Using a Semiconductor Laser
Author
Brunner, D. ; Soriano, M.C. ; Fischer, I.
Author_Institution
Inst. de Fis. Interdisciplinar y Sist. Complejos, Palma de Mallorca, Spain
Volume
25
Issue
17
fYear
2013
fDate
Sept.1, 2013
Firstpage
1680
Lastpage
1683
Abstract
Using induced transient dynamics of a standard telecommunication laser, we perform optical computation at high data rates. Employing time-multiplexing, we emulate a nonlinear photonic network via a single laser diode. Based on the induced dynamics of the network, a machine learning technique is implemented. We compute the multiplication of a scalar with a vector, vector dot and cross products, and the multiplication of a matrix and a vector, using the same system. Information is injected all-optically at a rate of 5 GSamples/s, allowing for up to 5·108 operations per second.
Keywords
high-speed optical techniques; learning (artificial intelligence); matrix algebra; multiplexing; nonlinear optics; optical computing; optical engineering computing; optical information processing; semiconductor lasers; telecommunication computing; vectors; induced transient dynamics; machine learning technique; matrix operation; nonlinear photonic network; optical computation; optical vector operation; semiconductor laser; standard telecommunication laser; time-multiplexing; Information processing; Nonlinear optics; Photonics; Reservoirs; Semiconductor lasers; Transient analysis; Vectors; Optical computing; analog computers; nonlinear optics; semiconductor lasers;
fLanguage
English
Journal_Title
Photonics Technology Letters, IEEE
Publisher
ieee
ISSN
1041-1135
Type
jour
DOI
10.1109/LPT.2013.2273373
Filename
6558807
Link To Document