Title :
Demonstration of optical learning with luminescent materials for image classification
Author :
McAulay, Alastair D. ; Wang, Junqing ; Xu, Xin
Author_Institution :
Wright State Univ., Dayton, OH, USA
Abstract :
The benefits of using learning in computers is discussed. The advantages are described of using photonics over electronics for constructing learning systems. Optical devices are discussed, including a spatial light rebroadcaster (SLR) composed of a thin film of luminescing material which may be used to store dynamically changing weights during learning. An optical learning system is described that uses inner products computations with SLRs, and results of optical experiments are shown
Keywords :
computerised pattern recognition; learning systems; neural nets; optical information processing; image classification; luminescent films; luminescing material; optical computing; optical films; optical learning system; optical neural nets; photonics; spatial light rebroadcaster; Electron optics; High speed optical techniques; Image classification; Optical computing; Optical devices; Optical distortion; Optical films; Optical interconnections; Optical materials; Optical modulation;
Conference_Titel :
Systems, Man, and Cybernetics, 1991. 'Decision Aiding for Complex Systems, Conference Proceedings., 1991 IEEE International Conference on
Conference_Location :
Charlottesville, VA
Print_ISBN :
0-7803-0233-8
DOI :
10.1109/ICSMC.1991.169691