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Method and Apparatus for Providing Random Selection and Long-Term Potentiation and Depression in an Artificial Network

J. Douglas Birdwell, Mark E. Dean and Catherine Schuman

August, 2018

US Patent 10,055,434

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Abstract

A digital circuit element of a two dimensional dynamic adaptive neural network array (DANNA) may comprise a neuron/synapse select input functional to select the digital circuit element to function as one of a neuron and a synapse. In one embodiment of a DANNA array of such digital circuit elements, a destination neuron may be connected to a first neuron by a first synapse in one dimension, a second destination neuron may be connected to the first neuron by a second synapse in a second dimension and, optionally, a third destination neuron may be connected to the first neuron by a third synapse thus forming multiple levels of neuron and synapse digital circuit elements. In one embodiment, multiples of eight inputs may be selectively received by the digital circuit element selectively functioning as one of a neuron and a synapse. The dynamic adaptive neural network array (DANNA) may implement long-term potentiation or depression to facilitate learning through the use of an affective system and random selection of input events.

Citation Information

Text


.misc           bdc:18:prs
author          J. D. Birdwell and Mark E. Dean and C. Schuman
title           Method and apparatus for providing random selection and long-term 
                potentiation and depression in an artificial network
howpublished    U.S. Patent \#10055434
month        August
year            2018

Bibtex


@MISC{bdc:18:prs,
    author = "J. D. Birdwell and Mark E. Dean and C. Schuman",
    title = "Method and apparatus for providing random selection and long-term 
                potentiation and depression in an artificial network",
    howpublished = "U.S. Patent \#10055434",
    month = "August",
    year = "2018"
}