Implementations Of Neural Network Models By Using Coherent Optics

Several implementations of neural network models by using coherent optics are described, with emphasis on the advantages of coherent optics. Furthermore, by using the recently developed surface emitting micro-laser diode array, the systems can be made compact and robust, still preserving the power of coherent optics.

[1]  Thomas K. Gaylord,et al.  Use of dynamic theory to describe experimental results from volume holography , 1976 .

[2]  J. Goodman Introduction to Fourier optics , 1969 .

[3]  E. GiPaek,et al.  Real-time holographic associative memory for identifying words in a continuous letter string , 1989 .

[4]  Richard O. Duda,et al.  Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.

[5]  J N Lee,et al.  Optical implementations of associative networks with versatile adaptive learning capabilities. , 1987, Applied optics.

[6]  C C Guest,et al.  Designs and devices for optical bidirectional associative memories. , 1987, Applied optics.

[7]  J P Huignard,et al.  Experimental holographic read-write memory using 3-d storage. , 1974, Applied optics.

[8]  N H Farhat,et al.  Optoelectronic analogs of self-programming neural nets: architecture and methodologies for implementing fast stochastic learning by simulated annealing. , 1987, Applied optics.

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

[10]  Demetri Psaltis,et al.  Optical Associative Memory Using Fourier Transform Holograms , 1987 .

[11]  P. J. van Heerden,et al.  Theory of Optical Information Storage in Solids , 1963 .

[12]  J J Hopfield,et al.  Neural computation by concentrating information in time. , 1987, Proceedings of the National Academy of Sciences of the United States of America.

[13]  D. Brady,et al.  Adaptive optical networks using photorefractive crystals. , 1988, Applied optics.

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

[15]  Kazuo Kyuma,et al.  Demonstration of an all‐optical associative holographic memory , 1986 .

[16]  R. A. Athale,et al.  Attentive Associative Architectures And Their Implications To Optical Computing , 1986, Photonics West - Lasers and Applications in Science and Engineering.

[17]  J. P. Harbison,et al.  Low threshold electrically pumped vertical cavity surface emitting microlasers , 1989, Annual Meeting Optical Society of America.

[18]  K Wagner,et al.  Multilayer optical learning networks. , 1987, Applied optics.

[19]  John J. Hopfield,et al.  CONCENTRATION INFORMATION IN TIME: ANALOG NEURAL NETWORKS WITH APPLICATIONS TO SPEECH RECOGNITION PROBLEMS. , 1987 .

[20]  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.

[21]  Y Owechko,et al.  Optoelectronic resonator neural networks. , 1987, Applied optics.

[22]  A W Lohmann,et al.  Matched filtering with self-luminous objects. , 1968, Applied Optics.

[23]  A. B. Vander Lugt,et al.  Signal detection by complex spatial filtering , 1964, IEEE Trans. Inf. Theory.

[24]  Demetri Psaltis,et al.  Holographic implementation of neural networks , 1990 .

[25]  Jeffrey A. Davis,et al.  Real-Time Optical Associative Retrieval Technique , 1986 .

[26]  T. Hara,et al.  Experiments of learning in optical perceptron-like and multilayer neural networks , 1989, International 1989 Joint Conference on Neural Networks.

[27]  L Hesselink,et al.  Enhanced nondestructive holographic readout in strontium barium niobate. , 1988, Optics letters.

[28]  D Z Anderson,et al.  Dynamic optical interconnects: volume holograms as optical two-port operators. , 1987, Applied optics.

[29]  M A Neifeld,et al.  Image correlators using optical memory disks. , 1989, Optics letters.

[30]  N. H. Farhat,et al.  Bimodal stochastic optical learning machine , 1988, IEEE 1988 International Conference on Neural Networks.

[31]  A Von Lehmen,et al.  Holographic associative memory for word-break recognition. , 1989, Optics letters.

[32]  B H Soffer,et al.  Associative holographic memory with feedback using phase-conjugate mirrors. , 1986, Optics letters.

[33]  Kazuo Kyuma,et al.  Optical Associative Memories Based On Photorefractive Oscillations , 1986, Photonics West - Lasers and Applications in Science and Engineering.