DocumentCode
771980
Title
Statistical model for evaluation of effects of nonuniformity in optically-programmed neural networks
Author
Yang, Hai-Gang ; Reita, C. ; Migliorato, Piero
Author_Institution
Cambridge Univ., UK
Volume
28
Issue
17
fYear
1992
Firstpage
1601
Lastpage
1603
Abstract
A statistical approach to the evaluation of the performance of amorphous silicon photoconductive arrays for artificial neural networks is presented. By characterising the nonuniformity of the devices, its effect on a typical two-layer perceptron is investigated. Circuit simulation is employed to prove the theoretical prediction.
Keywords
amorphous semiconductors; elemental semiconductors; neural nets; photoconducting devices; silicon; statistical analysis; amorphous Si photoconductive array; artificial neural networks; circuit simulation; nonuniformity; optically-programmed neural networks; performance; statistical model; two-layer perceptron;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19921019
Filename
156277
Link To Document