Backpropagation: In Search of Performance Parameters
Date
2004-04
Authors
Enumulapally, Anil Kumar
Bu, Lingguo
Kaikhah, Khosrow
Journal Title
Journal ISSN
Volume Title
Publisher
World Scientific and Engineering Academy and Society
Abstract
This work is an extensive study of the backpropagation network based on a new visual tool, Equal Opportunity for Recognition (EOR) for all inputs to be recalled, which is used to evaluate the overall network performance, in particular, its generalization capabilities. The new procedure, EOR, is used as a means to assess the effect of other system parameters.
Description
Keywords
backpropagation, network evaluation, generalization, EOR, processing elements, parameters, Computer Science
Citation
Enumulapally, A. K., Bu, L., & Kaikhah, K. (2004). Backpropagation: In Search of Performance Parameters. WSEAS Transactions On Systems, 3(2), pp. 950-955.