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[Illinois]: Error Gradient Estimations Due to Perturbation of One Weight at a Time
This tool trains two-layered networks of sigmoidal units to associate patterns using perturbation of one weight at a time.
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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.
Sponsored by
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