Title :
Optical orthogonal neural network associative memory with luminescent rebroadcasting devices
Author :
McAulay, Alastair D. ; Wang, Junqing ; Ma, Chen-Tai
Author_Institution :
Dept. of Comput. Sci. & Eng., Wright State Univ., Dayton, OH, USA
Abstract :
The operation of high-resolution luminescent rebroadcasting devices is described, including analog addition and multiplication. The outer-product formulation reminiscent of Hebb´s learning rule, is used to store associated vectors for a 32-bit orthogonal heteroassociative memory. Experimental results show that the luminescent rebroadcasting material is ideal for this type of associative memory. The authors expect the material to be used for developing more complex neural network associative memories.<>
Keywords :
content-addressable storage; luminescent devices; neural nets; optical storage; Hebb´s learning rule; analog addition; analogue multiplication; associated vectors; luminescent rebroadcasting devices; neural network associative memories; orthogonal heteroassociative memory; outer-product formulation; Associative memories; Luminescent devices; Neural networks; Optical memories;
Conference_Titel :
Neural Networks, 1989. IJCNN., International Joint Conference on
Conference_Location :
Washington, DC, USA
DOI :
10.1109/IJCNN.1989.118286
