1985
DOI: 10.1364/ao.24.003860
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Bias-free time-integrating optical correlator using a photorefractive crystal

Abstract: Optical implementation of content addressable associative memory based on the Hopfield model for neural networks and on the addition of nonlinear iterative feedback to a vector-matrix multiplier is described. Numerical and experimental results presented show that the approach is capable of introducing accuracy and robustness to optical processing while maintaining the traditional advantages of optics, namely, parallelism and massive interconnection capability. Moreover a potentially useful link between neural … Show more

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Cited by 32 publications
(3 citation statements)
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“…Timeintegration is achieved since the hologram forms with a characteristic time constant which is proportional to the incident intensity. Mathematically, the amplitude of the index grating that is formed is given by M(x,t) (1) where s (t) and s2(t) are the electrical signals driving the two AODs, V is the velocity of acoustic waves traveling in the xdirection inside the AODs, 'r is the photorefractive material response time, ? is the wavelength of light and 2 is the full angle between the two writing beams incident on the crystal.…”
Section: Photorefractive Correlatormentioning
confidence: 99%
“…Timeintegration is achieved since the hologram forms with a characteristic time constant which is proportional to the incident intensity. Mathematically, the amplitude of the index grating that is formed is given by M(x,t) (1) where s (t) and s2(t) are the electrical signals driving the two AODs, V is the velocity of acoustic waves traveling in the xdirection inside the AODs, 'r is the photorefractive material response time, ? is the wavelength of light and 2 is the full angle between the two writing beams incident on the crystal.…”
Section: Photorefractive Correlatormentioning
confidence: 99%
“…Une autre innovation importante pour les systèmes est l'utilisation, en amont des photodétecteurs, d'une pré-intégration temporelle sur cristal BSO, qui permet d'éliminer la composante continue préjudiciable aux convoluteurs à intégration temporelle [6]. Ce dispositif est applicable à tous les modulateurs spatiaux à déformation de surface (membrane, thermoplastiques), qui permettent de soustraire un niveau ajustable de la composante continue d'éclairement, durant une intégration temporelle, pour optimiser la dynamique de modulation.…”
Section: Modulateurs Volumiques Acousto-opti-unclassified
“…This aspect of photorefraction, which derives from the fact that photons must be absorbed to generate the charged carriers that are responsible for setting up the gratings in the crystal, has been used to advantage in applications which require timeintegration as a processing tool. In particular, photorefractive crystals have been used in conjunction with acoustooptic devices to implement time-integrating signal correlators for RF (radio frequency) signals [6]. The correlator is a basic signal processing module that can be inserted in a more complex system such as adaptive filters [7,8], which use such devices to estimate the statistics of the signal environment.…”
Section: Discussionmentioning
confidence: 99%