Abstract

We present a compact method to provide independent weighted interconnections between every pixel in a two-dimensional input array and every pixel in a two-dimensional output array. The two input dimensions and two output dimensions are connected by a four-dimensional weight matrix consisting of wavelength-multiplexed volume holograms that use cryogenic spectral hole burning in a single holographic element.

© 1991 Optical Society of America

Optical interconnection method for neural networks using self-pumped phase-conjugate mirrors

Y. Owechko and B. H. Soffer
Opt. Lett. 16(9) 675-677 (1991)

Wavelength-multiplexed reconfigurable interconnect using a volume holographic lens array

B. Cantanzaro, J. Ma, Y. Fainman, and S. H. Lee
Opt. Lett. 19(17) 1358-1360 (1994)

Hybrid optoelectronic neural networks using a mutually pumped phase-conjugate mirror

G. J. Dunning, Y. Owechko, and B. H. Soffer
Opt. Lett. 16(12) 928-930 (1991)

Analysis of the N-to-N volume-holographic neural interconnect

Chris Slinger
J. Opt. Soc. Am. A 8(7) 1074-1081 (1991)

Mirror-array optical interconnected neural network

Francis T. S. Yu, Xiangyang Yang, Shizhuo Yin, and Don A. Gregory
Opt. Lett. 16(20) 1602-1604 (1991)