Self Organization, Association, And Categorization In A Phase Conjugating Resonator

We present a theory of and a design for a new kind of optical computer employing a phase-conjugating resonator loaded with a volume-holographic recording medium. Coupled Mode equations are derived and solutions presented showing error-correcting content-addressable and associative memory. Multiple scattering in the volume enables the reconstruction of associative chains and cycles, permitting the sequential readout of time-sequences of images and the classifications of images into groups. Applications to invariant pattern recognition, goal seeking by optimization of a path product, and sentence disambiguation are discussed.

[1]  D. Z. Anderson,et al.  Coherent optical eigenstate memory. , 1986, Optics letters.

[2]  James A. Anderson,et al.  Cognitive and psychological computation with neural models , 1983, IEEE Transactions on Systems, Man, and Cybernetics.

[3]  J J Hopfield,et al.  Neural networks and physical systems with emergent collective computational abilities. , 1982, Proceedings of the National Academy of Sciences of the United States of America.

[4]  Marcus S. Cohen Interacting Nonlinear Waves in A Neural Continuum Model:. Associative Memory and Pattern Recognition , 1984 .

[5]  Demetri Psaltis,et al.  Physical Characterization Of The Photorefractive Incoherent-To-Coherent Optical Converter , 1985 .

[6]  Teuvo Kohonen,et al.  Self-Organization and Associative Memory , 1988 .

[7]  Y. Owechko,et al.  Optical Holographic Associative Memory Using A Phase Conjugate Resonator , 1986, Photonics West - Lasers and Applications in Science and Engineering.

[8]  J. Cowan,et al.  Temporal oscillations in neuronal nets , 1979, Journal of mathematical biology.