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Optical Storage and Retrieval

Memory, Neural Networks, and Fractals

Start of Citation[PU]Marcel Dekker, Inc.[/PU][DP]1996[/DP]End of Citation

Optical_Storage_and_Retrieval/0824797078/files/cover-1.html

OPTICAL ENGINEERING

Series Editor

Brian J. Thompson

Distinguished University Professor

Professor of Optics

Provost Emeritus

University of Rochester

Rochester, New York

1. Electron and Ion Microscopy and Microanalysis: Principles and Applications, Lawrence E. Murr

2. Acousto-Optic Signal Processing: Theory and Implementation, edited by Norman J. Berg and John N. Lee

3. Electro-Optic and Acousto-Optic Scanning and Deflection, Milton Gottlieb, Clive L. M. Ireland, and John Martin Ley

4. Single-Mode Fiber Optics: Principles and Applications, Luc B. Jeunhomme

5. Pulse Code Formats for Fiber Optical Data Communication: Basic Principles and Applications, David J. Morris

6. Optical Materials: An Introduction to Selection and Application, Solomon Musikant

7. Infrared Methods for Gaseous Measurements: Theory and Practice, edited by Joda Wormhoudt

8. Laser Beam Scanning: Opto-Mechanical Devices, Systems, and Data Storage Optics, edited by Gerald F. Marshall

9. Opto-Mechanical Systems Design, Paul R. Yoder, Jr. 10. Optical Fiber Splices and Connectors: Theory and Methods, Calvin M. Miller with Stephen C. Mettler and lan A. White

11. Laser Spectroscopy and Its Applications, edited by Leon J. Radziemski, Richard W Solarz and Jeffrey A. Paisner

12. Infrared Optoelectronics: Devices and Applications, William Nunley and J. Scott Bechtel

13. Integrated Optical Circuits and Components: Design and Applications, edited by Lynn D. Hutcheson

14. Handbook of Molecular Lasers, edited by Peter K. Cheo



15. Handbook of Optical Fibers and Cables, Hiroshi Murata

16. Acousto-Optics, Adrian Korpel

17. Procedures in Applied Optics, John Strong

18. Handbook of Solid-State Lasers, edited by Peter K. Cheo

19. Optical Computing: Digital and Symbolic, edited by Raymond Arrathoon

20. Laser Applications in Physical Chemistry, edited by D. K. Evans

21. Laser-Induced Plasmas and Applications, edited by Leon J. Radziemski and David A. Cremers

22. Infrared Technology Fundamentals, Irving J. Spiro and Monroe Schlessinger

23. Single-Mode Fiber Optics: Principles and Applications, Second Edition, Revised and Expanded, Luc B. Jeunhomme

24. Image Analysis Applications, edited by Rangachar Kasturi and Mohan M. Trivedi

25. Photoconductivity: Art, Science, and Technology, N. V. Joshi

26. Principles of Optical Circuit Engineering, Mark A. Mentzer

27. Lens Design, Milton Laikin

28. Optical Components, Systems, and Measurement Techniques, Rajpal S. Sirohi and M. P. Kothiyal

29. Electron and Ion Microscopy and Microanalysis: Principles and Applications, Second Edition, Revised and Expanded, Lawrence E. Murr

30. Handbook of Infrared Optical Materials, edited by Paul Klocek

31. Optical Scanning, edited by Gerald F. Marshall

32. Polymers for Lightwave and Integrated Optics: Technology and Applications, edited by Lawrence A. Hornak

33. Electro-Optical Displays, edited by Mohammad A. Karim

34. Mathematical Morphology in Image Processing, edited by Edward R. Dougherty

35. Opto-Mechanical Systems Design: Second Edition, Revised and Expanded, Paul R. Yoder, Jr.

36. Polarized Light: Fundamentals and Applications, Edward Collett

37. Rare Earth Doped Fiber Lasers and Amplifiers, edited by Michel J. F. Digonnet

38. Speckle Metrology, edited by Rajpal S. Sirohi

39. Organic Photoreceptors for Imaging Systems, Paul M. Borsenberger and David S. Weiss

40. Photonic Switching and Interconnects, edited by Abdellatif Marrakchi

41. Design and Fabrication of Acousto-Optic Devices, edited by Akis P. Goutzoulis and Dennis R. Pape

42. Digital Image Processing Methods, edited by Edward R. Dougherty

43. Visual Science and Engineering: Models and Applications, edited by D. H. Kelly

44. Handbook of Lens Design, Daniel Malacara and Zacarias Malacara

45. Photonic Devices and Systems, edited by Robert G. Hunsperger



46. Infrared Technology Fundamentals: Second Edition, Revised and Expanded, edited by Monroe Schlessinger

47. Spatial Light Modulator Technology: Materials, Devices, and Applications, edited by Uzi Efron

48. Lens Design: Second Edition, Revised and Expanded, Milton Laikin

49. Thin Films for Optical Systems, edited by Francois R. Flory

50. Tunable Laser Applications, edited by F. J. Duarte

51. Acousto-Optic Signal Processing: Theory and Implementation, Second Edition, edited by Norman J. Berg and John M. Pellegrino

52. Handbook of Nonlinear Optics, Richard L. Sutherland

53. Handbook of Optical Fibers and Cables: Second Edition, Hiroshi Murata

54. Optical Storage and Retrieval: Memory, Neural Networks, and Fractals, edited by Francis T. S. Yu and Suganda Jutamulia

55. Devices for Optoelectronics, Wallace B. Leigh

Additional Volumes in Preparation

Acousto-Optics: Second Edition, Adrian Korpel

Practical Design and Production of Optical Thin Films, Ronald R. Wiley


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title:Optical Storage and Retrieval: Memory, Neural Networks, and FractalsOptical Engineering (Marcel Dekker, Inc.) ; V. 54author:Yu, Francis T. S.publisher:isbn10 | asin:0824797078print isbn13:9780824797072ebook isbn13:9780585268866language:subjectpublication date:lcc:ddc:subject:

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Page 321

INDEX

A

Ada-line algorithm, 176

Adaptive learning, 247

Adaptive optical neural networks, 159, 247

All-optical system, 256

Amplitude structures of CD, 4

Angular selectivity, 80

Artificial neural networks, 141

Associative memory, 53, 175, 247

Autoassociation, 149

Autocorrelation of fractals, 325

Automatic interconnection, 166

B

Back-propagation neural net, 151, 176

Bacteriorhodopspin, 62, 119

absorption characteristic, 72

in dynamic holography, 65

Bispectral analysis, 311

Bragg grating, 103

C

CD, 2-27

holographic disk, 32

systems issues, 23

Character recognition, 237

Channel separation of fiber, 87

Cross-talk limited capacity, 84

Cross-talk noise, 85

fiber, 85

D

Debye screen length, 179

Depth perception, 240

Detector geometry, 213

Dichromated gelatin, 113

Diffractals, 283

Diffraction efficiency, 73, 182

of fiber, 93

of photorefractive materials, 182

Digital-information storage, 109

Direct image processing, 223



Page 322

Disk memory, 42

CD, 1

holographic, 42

Doubly scattered, 302

Dynamic behavior, 262

Dynamic holograms, 65, 180

interconnections, 180

Dynamic range, 181

photorefractive, 181

E

Edge enhancement, 228

Electron-trapping materials, 117, 162

neural network, 162

Erasure, 89, 189

incoherent, 189

of photorefractive, 189

Excitation, 147

Exposure schedule, 187

of photorefractive, 187

F

Fiber holograms, 75-106

construction, 80

diffraction efficiency, 93

signal-to-noise ratio, 87

storage capacity, 89, 94

Fiber sensing, 100

Fiber switches, 97

Five-dimensional addressable memory, 97

Fraunhofer diffraction fractals, 289

Frequency domain storage CD, 9

Fresnel diffraction fractals, 295

Fourier holograms, 35

Fourier optics, 168

Four-wave mixing, 160

Fractals, 283

dimension, 284

by Fraunhofer, 289

by Fresnal, 295

of mass, 287

of optical, 283

[Fractals]

of random, 299

regular, 289

scaling, 284

self-similarity, 284

Fractal information processing, 304

of autocorrelation, 305

bispectral analysis, 311

of wavelet transforms, 307

Fractal synthesizer

G

Growth chamber, 77

H

Hamming window, 103

HOE, 16

Holobium, 67

Holograms, 77

fiber, 77, 101

refreshing, 192

Holographic memory, 31-73, 157

I-D holographic memory, 32

bacteriorhodopsin, 69

fiber holograms, 77

5-D memory, 97

read-only memory, 43

stacked holograms, 132

superposition, 43

volume holographic storage, 134

Holographic optical elements, 16

interconnections, 180

Holography, 129-132

Hopfield model, 144, 150, 158, 175

I

Image processing, 205

compression, 234

edge enhancement, 228

Information processing by fractals, 304

Inhibition, 147

Inner-product architecture, 154

Interconnections, 53, 96, 147

dynamic, 180



Page 323

[Interconnections]

holographic technology, 53, 157, 180

lenslet array, 147

Interconnection weight matrix, 145, 158

Interpattern association, 146

Iterative equation, 53, 144, 175

K

K-vector, 82

Koch curves, 286

L

Laser-heated pedestal growth, 76

Learning process, 262

of dynamic behavior, 262

Lenslet array interconnection, 157

Logic functions, 146

M

Magnetooptic recording, 15, 120

Mass fractals, 287

Matrix-vector product, 143

Media Technology of CD, 18

chalcogenide materials, 20

magnetooptic materials, 21

mastering, 18

substrates, 19

Memory, 2


binary, 271

capacity, 89, 94, 134, 276

holographic, 2

matrix, 149, 158

read-only, 43

Microchannel plate, 225

of spatial-light modulator, 225

Mismatched wavelength spread, 86

Modulation contrast, 90

Momentum conservation, 82

Multichannel, 36, 39, 60, 169

correlator, 169

recordings, 36, 39

switching, 60

Multilayer, 124, 152

neural networks, 152, 194, 233

optical disk, 124

N

Neural networks, 53, 141

all-optical, 256

architectures, 141, 205, 256

artificial, 142

autoassociation, 149

backpropagation, 151

electron trapping, 162

Fourier optics, 168

Hopfield, 144, 150, 154, 158

for image processing, 205

interpattern association, 146

learning process, 242, 262

multichannel correlator, 170

multilayer, 152, 194, 233

nonlinear optical material, 160

optical, 153, 173

photorefractive, 174

resistive networks, 208

single-layer, 142

Neuron operation, 143

O

One-dimensional memory, 32

basic system, 33

Optical association, 248

Optical autocorrelation, 305

Optical correlators, 168

Optical disk, 1-27, 123-124

amplitude structures, 4-6

data channel, 25

error management, 26

frequency domain storage, 9-10

holographic optical elements, 16, 31

magnetooptic recording, 15

multilayer, 124

optical readout, 10

phase structures, 6-7

physical aspects, 3-10



Page 324

[Optical disk]

player, 2

polarization recording, 7-9

position sensing, 12

servo mechanics, 24

system issues, 23

Optical fractal synthesizer, 297

Optical implementation, 153

Optical interconnections, 96

Optical memories, 1-139

Optical neural networks, 141, 154, 173, 187, 256

Optical perception, 190

Optical storage, 123

disk, 123

multilayer, 124

photon grating, 125

tape, 123

Optical wavelet transform, 307

Optoelectronic neuroprocessor, 53

Outer-product architectures, 155

P

Pattern classification, 174

Pattern recognition, 173, 194

depth perception of character, 237

Perception, 176, 190

Phase conjugate hologram, 77

Phase conjugator mirror, 192

Phase structures of CD, 6

Phase-change materials, 121

Photochemical hole burning, 119

Photochronic materials, 115

Photographic film, 112

Photon grating, 125

Photodectors, 214

Photopolymers, 113

Photoresists, 114

Photorefractive crystal, 162, 173

Photorefractive effect, 177

Debye screening, 179

[Photorefractive effect]

exposure, 187

time constant, 179

Photorefractive materials, 75, 115, 162, 173

crystal, 173

erasure, 189

dynamic range, 181

fiber growth, 76

fibers, 75

neural networks, 173

Photorefractive fiber switches, 97

Player of CD, 2

optical disk, 2

Polarization recording of CD, 7-9

R

Random fractals, 299

Readout optics of CD, 10-14

Recognition, 173

of pattern, 173, 194

Recording of CD, 2-10

holographic, 16, 32

magnetooptic, 15

multichannel, 36

Recording erasure of fiber, 89

Recording materials, 15, 62


Reflection holograms, 80

Regular fractals, 289

Reliability reading, 40

S

Scaling, 284

Selectivity, 80-84

angular, 80

wavelength, 80

Self-similarity, 284

Shift-invariant filtering, 228

Signal-to-noise ratio, 37, 87

cross-talk noise, 87

intermodulation noise, 46

Simulation process, 49

hologram superposition, 49


Optical_Storage_and_Retrieval/0824797078/files/page_325.html173

7. Tools and Neural Architectures for Direct Image Processing

Eberhard Lange, Eiichi Funatsu, and Kazuo Kyuma205

8. Optical Associative Memory and Adaptive Learning

Masatoshi Ishikawa, Haruyoshi Toyoda, and Ming Hsien Wu247

Fractals

9. Optical Fractals

Jun Uozumi and Toshimitsu Asakura283

Index

321


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Page x

A. L. Mikaelian Institute of Optical Neural Technologies, Moscow, Russia

David Mintzer Physical Optics Corp., Torrance, California

Demetri Psaltis California Institute of Technology, Pasadena, California

George M. Storti Optex Communication Corporation, Rockville, Maryland

Haruyoshi Toyoda Hamamatsu Photonics K. K., Hamakita, Japan

Jun Uozumi Hokkaido University, Sapporo, Japan

Ming Hsien Wu Hamamatsu Corporation, Bridgewater, New Jersey

Shizhuo Yin The Pennsylvania State University, University Park, Pennsylvania

Francis T. S. Yu The Pennsylvania State University, University Park, Pennsylvania


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