Researches into Neural Network Architecture
Abstract
New insight into the choice of the number of hidden nodes for three layered neural networks is presented. I have conceived a method to reduce the total complexity and size of a network by testing for linear dependence of nodal relationships. Limitations imposed by choice of the training algorithm and training set is introduced. A discussion of training and its effects on neural net performance completes the discussion of neural networking. These evaluation procedures are very important for the physical construction of neural networks.
Description
Program year: 1989/1990Digitized from print original stored in HDR
Citation
Ewell, James J. III (1990). Researches into Neural Network Architecture. University Undergraduate Fellow. Available electronically from https : / /hdl .handle .net /1969 .1 /CAPSTONE -RogersS _1977.