All Publications

Method and Apparatus for Constructing a Neuroscience-Inspired Artificial Neural Network with Visualization of Neural Pathways

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

February, 2021

US Patent 10,929,745

PDF not available yet, or is only available from the conference/journal publisher.

Abstract

A method and apparatus for constructing one of a neuroscience-inspired artificial neural network and a neural network array comprises one of a neuroscience-inspired dynamic architecture, a dynamic artificial neural network array and a neural network array of electrodes associated with neural tissue such as a brain, the method and apparatus having a special purpose display processor. The special purpose display processor outputs a display over a period of selected reference time units to demonstrate a neural pathway from, for example, one or a plurality of input neurons through intermediate destination neurons to an output neuron in three dimensional space. The displayed neural network may comprise neurons and synapses in different colors and may be utilized, for example, to show the behavior of a neural network for classifying hand-written digits between values of 0 and 9 or recognizing vertical/horizontal lines in a grid image of lines.

Citation Information

Text


author          J. D. Birdwell and M. E. Dean and M. Drouhard and C. Schuman
title           Method and Apparatus for Constructing a Neuroscience-Inspired Artificial 
                Neural Network with Visualization of Neural Pathways
howpublished    U.S. Patent \#10929745
month           February
year            2021

Bibtex


@MISC{bdd:21:cni,
     author = "J. D. Birdwell and M. E. Dean and M. Drouhard and C. Schuman",
     title = "Method and Apparatus for Constructing a Neuroscience-Inspired Artificial 
                   Neural Network with Visualization of Neural Pathways",
     howpublished = "U.S. Patent \#10929745",
     month = "February",
     year = "2021"
}