Title :
Realization of CNNs by optical parallel processing with spatial light valves
Author :
Fruhauf, N. ; Luder, E.
Author_Institution :
Stuttgart Univ., Germany
Abstract :
Proposes an optical realization of cellular neural networks (CNNs). Any implementation of CNNs must calculate correlations of templates and input or output states of neurons. Therefore the system described is based on an optical special purpose processor which is perfectly suited for the computation of real time correlations. The processor is made of lenses and electronically addressed liquid crystal light valves which permit real time modifications of inputs and templates. Large neural nets and templates which are not restricted in their connectivity can be realized with massive optical parallel processing
Keywords :
liquid crystal devices; neural nets; optical information processing; optical interconnections; parallel processing; cellular neural networks; connectivity; correlations; lenses; liquid crystal light valves; optical parallel processing; real time; templates; Cellular neural networks; Lenses; Liquid crystals; Neural networks; Neurons; Optical computing; Optical fiber networks; Parallel processing; Real time systems; Valves;
Conference_Titel :
Cellular Neural Networks and their Applications, 1990. CNNA-90 Proceedings., 1990 IEEE International Workshop on
Conference_Location :
Budapest
DOI :
10.1109/CNNA.1990.207533