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Design and implementation of a support vector machine using an optoelectronic matrix-vector multiplier

Authors :
Matías Jiménez
Marta Ruiz-Llata
Horacio Lamela
Jesús Gimeno
Miguel Ángel Martínez González
Source :
SPIE Proceedings.
Publication Year :
2007
Publisher :
SPIE, 2007.

Abstract

Support vector machines (SVM) present very interesting features in the field of image processing, but the intensive calculation needed complicates its use in real-time applications. We present an architecture for a SVM which simplifies most of the calculus using an optoelectronic matrix-vector multiplier (OMVM).

Details

ISSN :
0277786X
Database :
OpenAIRE
Journal :
SPIE Proceedings
Accession number :
edsair.doi...........6a1c2be180bae2b63013193b0e351242
Full Text :
https://doi.org/10.1117/12.723555