DocumentCode :
291862
Title :
A monolithic silicon nonlinear lateral inhibition model
Author :
Hood, Sheldon ; Jernigan, Ed
Author_Institution :
Dept. of Syst. Design Eng., Waterloo Univ., Ont., Canada
Volume :
1
fYear :
1994
fDate :
2-5 Oct 1994
Firstpage :
292
Abstract :
Lateral inhibition is a term often used to describe a type of interaction between neural processing units that occupy the same processing layer. The interactions are characterized by processing unit activity tending to inhibit activity in neighbouring processing units. There is strong evidence to suggest that multiplicative lateral inhibition processes are active in the retinal neural layers. Moreover, these multiplicative lateral inhibition processes are responsible for many early vision processing functions such as edge enhancement and contrast enhancement. This paper describes a hardware model for a nonlinear lateral inhibition model. The model is based on a current shunting mechanism. The model was designed to be integrated onto a monolithic piece of silicon. The design is described and the expected features of the modulation transfer function are discussed. The device was fabricated in a 1.5 μm p-well, CMOS process
Keywords :
CMOS integrated circuits; image processing; neural chips; optical transfer function; transient response; 1.5 mum; contrast enhancement; current shunting mechanism; early vision processing; edge enhancement; modulation transfer function; monolithic silicon nonlinear lateral inhibition model; multiplicative lateral inhibition processes; neural processing unit interaction; nonlinear lateral inhibition model; p-well CMOS process; retinal neural layers; Biomembranes; Design engineering; Hardware; Mathematical model; Photoreceptors; Retina; Semiconductor device modeling; Silicon; Systems engineering and theory; Transfer functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics, 1994. Humans, Information and Technology., 1994 IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-2129-4
Type :
conf
DOI :
10.1109/ICSMC.1994.399853
Filename :
399853
Link To Document :
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