DocumentCode :
863440
Title :
Implementation of multiplicative lateral inhibition in a GaAs sensory neural-network photodetector array
Author :
Darling, Robert B. ; Dietze, William T.
Author_Institution :
Dept. of Electr. Eng., Washington Univ., Seattle, WA, USA
Volume :
29
Issue :
2
fYear :
1993
fDate :
2/1/1993 12:00:00 AM
Firstpage :
645
Lastpage :
654
Abstract :
An integrated circuit (IC) implementation of a multiplicative lateral inhibition (MLI) sensory neural network applied to a linear, 30-element photodetector array is described. The neural cells and the photodetector elements were fabricated using a five-mask GaAs depletion-mode metal-semiconductor field-effect transistor (MESFET) process. Unilateral interconnections between neighboring neural cells were achieved using a single MESFET, and each neural cell thus consists of only five transistors and three level shifting Schottky diodes. This compact analog implementation is shown to exhibit image processing features commonly associated with biological vision systems, including adaptation to mean luminance levels and enhanced contrast around spatial edges
Keywords :
III-V semiconductors; field effect integrated circuits; gallium arsenide; integrated optoelectronics; optical neural nets; optical sensors; photodetectors; GaAs; MESFET; adaptive visual systems; depletion-mode metal-semiconductor field-effect transistor; enhanced contrast; image processing features; integrated circuit; level shifting Schottky diodes; mean luminance level; multiplicative lateral inhibition; neural cells; photodetector array; photodetector elements; semiconductors; sensory neural-network photodetector array; spatial edges; transistors; unilateral interconnections; vision systems; FETs; Gallium arsenide; Image processing; Integrated circuit interconnections; MESFETs; Machine vision; Neural networks; Photodetectors; Schottky diodes; Sensor arrays;
fLanguage :
English
Journal_Title :
Quantum Electronics, IEEE Journal of
Publisher :
ieee
ISSN :
0018-9197
Type :
jour
DOI :
10.1109/3.199319
Filename :
199319
Link To Document :
بازگشت