Comments on "Comparative Analysis of Backpropagation and the Extended Kalman Filter for Training Multilayer Perceptrons"

Authors:
P. Sarat Chandran
Affiliations:
-
Venue:
IEEE Transactions on Pattern Analysis and Machine Intelligence
Year:
1994

Citing 3
Cited 0

Stochastic optimal control: theory and application

Stochastic optimal control: theory and application
Training multilayer perceptrons with the extended Kalman algorithm

Advances in neural information processing systems 1
Comparative Analysis of Backpropagation and the Extended Kalman Filter for Training Multilayer Perceptrons

IEEE Transactions on Pattern Analysis and Machine Intelligence

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Abstract

In this note, the connection between the backpropagation algorithm and the extended Kalman filter is analyzed using an alternate form of representation for the Kalman gain term and shown to be much simpler than that reported by Ruck et al (1992).