Dedicated optoelectronic stochastic parallel processor for real-time image processing: motion-detection demonstration and design of a hybrid complementary-metal-oxide semiconductor- self-electro-optic-device-based prototype.

We report experimental results and performance analysis of a dedicated optoelectronic processor that implements stochastic optimization-based image-processing tasks in real time. We first show experimental results using a proof-of-principle-prototype demonstrator based on standard silicon-complementary-metal-oxide-semiconductor (CMOS) technology and liquid-crystal spatial light modulators. We then elaborate on the advantages of using a hybrid CMOS-self-electro-optic-device-based smart-pixel array to monolithically integrate photodetectors and modulators on the same chip, providing compact, high-bandwidth intrachip optoelectronic interconnects. We have modeled the operation of the monolithic processor, clearly showing system-performance improvement.

[1]  Gustaaf Borghs,et al.  Cascadable differential PnpN optoelectronic switch operating at 50 Mbit/s with ultrahigh optical input sensitivity , 1995 .

[2]  Masatoshi Ishikawa,et al.  Design of an optoelectronic cellular processing system with a reconfigurable holographic interconnect. , 1994, Applied optics.

[3]  Patrick Lalande Detection du mouvement dans une sequence d'images selon une approche markovienne; application a la robotique sous-marine , 1990 .

[4]  I. A. Shcherbakov,et al.  Non-linear population processes of Er3+ laser levels in chromium-doped garnet crystals , 1990 .

[5]  C. D. Gelatt,et al.  Optimization by Simulated Annealing , 1983, Science.

[6]  D. Kossives,et al.  GaAs MQW modulators integrated with silicon CMOS , 1995, IEEE Photonics Technology Letters.

[7]  Eric Bernier,et al.  Electrical, thermal and optomechanical packaging of large 2D optoelectronic device arrays for free-space optical interconnects , 1999 .

[8]  T. K. Woodward,et al.  Optical energy considerations for diode-clamped smart pixel optical receivers , 1994 .

[9]  Christophe DumontierR Étude et mise en œuvre temps réel d'un algorithme de détection de mouvement par approche markovienne , 1996 .

[10]  Hugo Thienpont,et al.  Fast optical thresholding with an array of optical thyristor differential pairs , 1999 .

[11]  Philippe Lalanne,et al.  Demonstration of video-rate optoelectronic parallel processors for noise cleaning in binary images by simulated annealing , 1998, Other Conferences.

[12]  Patrick Garda,et al.  Optoelectronic devices for Boltzmann machines and simulated annealing , 1993 .

[13]  R. Vounckx,et al.  Fast and Sensitive Two-Terminal Double-Heterojunction Optical Thyristors , 1992, ESSDERC '92: 22nd European Solid State Device Research conference.

[14]  D J McKnight,et al.  Smart-pixel spatial light modulator for incorporation in an optoelectronic neural network. , 1995, Optics letters.

[15]  Guy Premont Photothyristors pnpn et recuit simule optoelectronique pour la vision bas-niveau , 1999 .

[16]  A A Sawchuk,et al.  Demonstration and architectural analysis of complementary metal-oxide semiconductor /multiple-quantum-well smart-pixel array cellular logic processors for single-instruction multiple-data parallel-pipeline processing. , 1999, Applied optics.

[17]  T. K. Woodward,et al.  Optical receivers for optoelectronic VLSI , 1996 .

[18]  J M Wang,et al.  Optical cellular processor architecture. 1: Principles. , 1988, Applied optics.

[19]  Patrick Garda,et al.  An optoelectronic CMOS circuit implementing a simulated annealing algorithm , 1996 .

[20]  T J Cloonan,et al.  Five-stage free-space optical switching network with field-effect transistor self-electro-optic-effect-device smart-pixel arrays. , 1994, Applied optics.

[21]  P. L’Ecuyer,et al.  Random Numbers , 2001 .

[22]  David V. Plant,et al.  4 x 4 vertical-cavity surface-emitting laser (VCSEL) and metal-semiconductor-metal (MSM) optical backplane demonstrator system. , 1996, Applied optics.

[23]  D Psaltis,et al.  GaAs optoelectronic neuron arrays. , 1993, Applied optics.

[24]  J. S. Harper,et al.  Techniques for producing low-noise, improved efficiency holograms. , 1970, Applied optics.

[25]  B S Wherrett,et al.  Performance analysis of self-electro-optic-effect-device-based (SEED-based) smart-pixel arrays used in data sorting. , 1996, Applied optics.

[26]  Pierre Chavel,et al.  Optoelectronic implementation of stochastic artificial retinas , 1999 .

[27]  J. Goodman,et al.  Lower bound for the communication volume required for an optically interconnected array of points , 1990 .

[28]  J M Wang,et al.  Optical cellular processor architecture. 2: Illustration and system considerations. , 1989, Applied optics.

[29]  Pierre H. Chavel,et al.  Optoelectronic cellular automata for video real-time vision , 2000, International Topical Meeting on Optics in Computing.

[30]  G S Buller,et al.  Optoelectronic Systems Based on InGaAs- Complementary-Metal-Oxide-Semiconductor Smart-Pixel Arrays and Free-Space Optical Interconnects. , 1998, Applied optics.

[31]  Donald Geman,et al.  Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[32]  Patrick Garda,et al.  Gaussian random number generation by differential detection of speckles , 1995 .

[33]  Gustaaf Borghs,et al.  The Double Heterostructure Optical Thyristor in Optical Information Processing Applications , 1993 .

[34]  Pierre Chavel,et al.  Optoelectronic stochastic processor arrays: demonstration of video rate simulated annealing noise cleaning operation , 1996, Proceedings of Massively Parallel Processing Using Optical Interconnections.

[35]  T J Cloonan,et al.  Six-stage digital free-space optical switching network using symmetric self-electro-optic-effect devices. , 1993, Applied optics.

[36]  Alan Huang Parallel Algormiivls For Optical Digital Computers , 1983, Other Conferences.

[37]  Alice Caplier Modele markovien de detection de mouvement dans les sequences d'images : approche spatio-temporelle et mises en uvre temps reel , 1995 .