Accession Number : ADA322315
Title : Photonic Technology Development for Densely-Interconnected Neural Networks.
Descriptive Note : Final technical rept. 1 Sep 92-31 Aug 96,
Corporate Author : UNIVERSITY OF SOUTHERN CALIFORNIA LOS ANGELES DEPT OF ELECTRICAL ENGINEERING AND MATERIALS SCIENCE
Personal Author(s) : Jenkins, B. K. ; Madhukar, Anupam ; Tanguay, Armand R., Jr
PDF Url : ADA322315
Report Date : 27 FEB 1997
Pagination or Media Count : 27
Abstract : Progress on the grant, 'Photonic Technology Development for Densely Interconnected Neural Networks', is described. Substantial progress has been made in the following areas. Artificial neural network models (or implementation using photonics have been developed and analyzed. Radial basis function neural networks for analog nonparametric density function estimation and pattern recognition, and multilayer backward error propagation neural networks both for implementation on photonic hardware, have been characterized. Emphasis has been on implementations based on incoherent/coherent double angular multiplexed volume hologram interconnected architectures using photorefractive materials, 2-D source arrays, and optoelectronic spatial light modulators, are emphasized. Our work on optoelectronic smart pixel array spatial light modulators is also summarized. Silicon chips for arrays of neuron unit processing with optical inputs have been fabricated, as have GaAs-based chips incorporating inverted Fabry Perot cavity strained layer multiple quantum well modulators. Experimental results from are given. Results of flip chip bonding using a newly developed Velcro like indium bump bond process are given as well. Also included in this report are personnel supported, lists of publications and presentations, transitions to industry, and patent disclosures.
Descriptors : *NEURAL NETS, *PHOTONICS, QUANTUM WELLS, GALLIUM ARSENIDES, CHIPS(ELECTRONICS), INDIUM ALLOYS, PROBABILITY DENSITY FUNCTIONS, NONPARAMETRIC STATISTICS, FABRY PEROT INTERFEROMETERS, PATTERN RECOGNITION, PIXELS, SPATIAL FILTERING, PHOTOREFRACTIVE MATERIALS, LIGHT MODULATORS, FLIP CHIPS, ELECTRIC CONTACTS, HOLOGRAMS.
Subject Categories : Electrooptical and Optoelectronic Devices
Distribution Statement : APPROVED FOR PUBLIC RELEASE