Abstract
In this letter, we present an implementation of a neural microcircuit for image processing employing Hebbian-adaptive learning. The neuronal circuit utilizes only excitatory synapses to correlate action potentials, extracting the uncorrelated ones, which contain significant image information. This circuit is capable of approximating Gabor-like image filtering and other image processing functions.
Publication types
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Letter
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Research Support, Non-U.S. Gov't
MeSH terms
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Algorithms*
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Artificial Intelligence
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Electronics
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Equipment Design
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Equipment Failure Analysis
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Image Enhancement / instrumentation
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Image Enhancement / methods*
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Image Interpretation, Computer-Assisted / instrumentation*
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Image Interpretation, Computer-Assisted / methods
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Information Storage and Retrieval / methods*
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Miniaturization
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Neural Networks, Computer*
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Signal Processing, Computer-Assisted / instrumentation*