Electronic Resource
Bingley
:
Emerald
Kybernetes
29 (2000), S. 31-52
ISSN:
0368-492X
Source:
Emerald Fulltext Archive Database 1994-2005
Topics:
Computer Science
Notes:
This paper describes the novel use of agent and cellular neural Hopfield network techniques in the design of a self-contained, object detecting retina. The agents, which are used to detect features within an image, are trained using the Hebbian method which has been modified for the cellular architecture. The success of each agent is communicated with adjacent agents in order to verify the detection of an object. Initial work used the method to process bipolar images. This has now been extended to handle grey scale images. Simulations have demonstrated the success of the method and further work is planned in which the device is to be implemented in hardware.
Type of Medium:
Electronic Resource
URL:
http://dx.doi.org/10.1108/03684920010308835
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