Vk. Polyanskii et Pv. Polyanskii, HOLOGRAPHIC ASSOCIATIVE MEMORIES WITH A TRUE BRIGHTNESS TONE RENDERING, Optical engineering, 34(4), 1995, pp. 1079-1087
We consider the problem of a holographic associative memory (HAM) whic
h must reconstruct a 2-D optical signal with corrected amplitude error
s. The experimental conditions for an associative reconstruction with
true brightness tone rendering by a regular HAM based on the ghost-ima
ge hologram are determined, More universal all-optical error-correctin
g (EC) HAMs are also presented and demonstrated. These HAMs perform a
reconstruction of the second image of a stored memory that is angularl
y separated from the readout beam of its partial version. We describe
the scheme solution of an ECHAM problem using Denisyuk's hologram, whi
ch reconstructs an error-corrected associative response in reflection.
Then the original all-optical ECHAM using the so-called quadric holog
ram (QH) is presented, This term here refers to a thin off-axis nonlin
early recorded hologram used as the matched filter of a regular cohere
nt correlator. When a QH is read out by the partial or distorted versi
on of the stored memory, the complex conjugated associative response i
s reconstructed at the output plane with an original brightness distri
bution. A OH-based ECHAM is equivalent in efficiency to nonlinear HAMs
based on the resonator architectures using phase-conjugation techniqu
es and external nonlinearities, but it differs from these in arrangeme
nt simplicity and implementation flexibility as an EC associative modu
le of the more general neural network architectures.