[Illinois]: Error Gradient Estimations Due to Perturbation of One Weight at a Time

By AbderRahman N Sobh

University of Illinois at Urbana-Champaign

This tool trains two-layered networks of sigmoidal units to associate patterns using perturbation of one weight at a time.

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Archive Version 1.0b
Published on 16 Aug 2013 All versions

doi:10.4231/D30V89H45 cite this

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Abstract

From Tutorial on Neural Systems Modeling, Chapter 7: This tool trains two-layered, feedforward networks having multiple input units, but only one output unit, to associate patterns using gradient estimation through perturbation of one weight at a time.

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NanoBio Node, University of Illinois Champaign-Urbana

Cite this work

Researchers should cite this work as follows:

  • Tutorial on Neural Systems Modeling, Copyright 2010 Sinauer Associates Inc. Author: Thomas J. Anastasio
  • AbderRahman N Sobh (2014), "[Illinois]: Error Gradient Estimations Due to Perturbation of One Weight at a Time," https://nanohub.org/resources/pertgrad1by1. (DOI: 10.21981/D30V89H45).

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