[Illinois]: Error Gradient Estimations Due to Parallel Perturbation of Weights

By AbderRahman N Sobh1, Jessica S Johnson1, NanoBio Node1

1. University of Illinois at Urbana-Champaign

This tool trains two-layered networks of sigmoidal units to associate patterns using simultaneous perturbation of weights.

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Version 1.0b - published on 06 Aug 2014

doi:10.4231/D3SQ8QJ4B cite this

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Usage

World usage

Location of all "[Illinois]: Error Gradient Estimations Due to Parallel Perturbation of Weights" Users Since Its Posting

Simulation Users

3

4 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3

Users By Organization Type
Type Users
Educational - University 2 (66.67%)
Unidentified 1 (33.33%)
Users by Country of Residence
Country Users
us UNITED STATES 2 (100%)

Simulation Runs

7

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Overview
Average Total
Wall Clock Time 41.75 seconds 2.78 minutes
CPU time 1.54 seconds 6.16 seconds
Interaction Time 34.8 seconds 2.32 minutes