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Optical implementation of inner product neural associative memoryAn optical implementation of an inner-product neural associative memory is realized with a first spatial light modulator for entering an initial two-dimensional N-tuple vector and for entering a thresholded output vector image after each iteration until convergence is reached, and a second spatial light modulator for entering M weighted vectors of inner-product scalars multiplied with each of the M stored vectors, where the inner-product scalars are produced by multiplication of the initial input vector in the first iterative cycle (and thresholded vectors in subsequent iterative cycles) with each of the M stored vectors, and the weighted vectors are produced by multiplication of the scalars with corresponding ones of the stored vectors. A Hughes liquid crystal light valve is used for the dual function of summing the weighted vectors and thresholding the sum vector. The thresholded vector is then entered through the first spatial light modulator for reiteration of the process cycle until convergence is reached.
Document ID
19950021942
Acquisition Source
Legacy CDMS
Document Type
Other - Patent
Authors
Liu, Hua-Kuang
(NASA Pasadena Office CA, United States)
Date Acquired
August 16, 2013
Publication Date
May 2, 1995
Subject Category
Optics
Report/Patent Number
Patent Number: US-PATENT-5,412,755
Patent Number: NASA-CASE-NPO-18491-2-CU
Patent Application Number: US-PATENT-APPL-SN-195737
Accession Number
95N28363
Distribution Limits
Public
Copyright
Work of the US Gov. Public Use Permitted.
Patent
US-PATENT-5,412,755|NASA-CASE-NPO-18491-2-CU
Patent Application
US-PATENT-APPL-SN-195737
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