DocumentCode :
1625268
Title :
Implementation of analog shunting neural networks for optoelectronic detection and processing
Author :
Darling, Robert B. ; Nabet, Bahram ; Pinter, Robert B.
Author_Institution :
Dept. of Electr. Eng., Washington Univ., Seattle, WA, USA
fYear :
1989
Firstpage :
465
Abstract :
A fully parallel and completely analog implementation of a shunting neural network is described. Such a network provides an artificial version of the biological cell connection structure and function commonly found in the more peripheral layers of a sensory organ, such as in the retina of an eye. This implementation is easily integrated with photodetector arrays and can be used to achieve many of the powerful signal processing properties normally associated with biological sensory systems. By using the circuit characteristics of a field-effect transistor biased into the voltage-variable conductance range, the implementation achieves an extremely high packing density with only one transistor per unilateral interconnection path. Dynamic range compression, edge enhancement, and preferential directional sensitivity are discussed in relation to the implementation constraints
Keywords :
analogue computer circuits; computerised picture processing; image sensors; neural nets; parallel architectures; photodetectors; analog shunting neural networks; biological cell connection structure; biological sensory systems; edge enhancement; field-effect transistor; fully parallel; optoelectronic detection; packing density; photodetector arrays; preferential directional sensitivity; retina; sensory organ; signal processing properties; unilateral interconnection path; voltage-variable conductance range; Array signal processing; Artificial neural networks; Biological cells; Biomedical signal processing; FETs; Neural networks; Photodetectors; Retina; Sense organs; Sensor arrays;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 1989., IEEE International Symposium on
Conference_Location :
Portland, OR
Type :
conf
DOI :
10.1109/ISCAS.1989.100391
Filename :
100391
Link To Document :
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