Variable gain neural network image processing system
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United States of America Patent
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Dec 24, 1991
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N/A
app pub date -
Dec 20, 1989
filing date -
Jan 12, 1989
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Abstract
A neural-simulating system for an image processing system includes a plurality of networks arranged in a plurality of layers, the output signals of ones of the layers provide input signals to the others of the layers. Each of the plurality of layers include a plurality of neurons operating in parallel on the input signals to the layers. The plurality of neurons within a layer are arrange in groups. Each of the neurons within a group operate in parallel on the input signals. Each neuron within a group of neuron operates to extract a specific feature of an area of the image being processed. Each of the neutrons derives output signals from the input signals representing the relative weight of the input signal and a gain weight associated with each of the neurons applied thereto based upon a continuously differential transfer function for each function.
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