@article{bishop1991a,
author = {Bishop, C. M. and Bishop, Christopher},
title = {A Fast Procedure for Retraining the Multilayer Perceptron},
year = {1991},
month = {January},
abstract = {In this paper we describe a fast procedure for re-training a feed-forward network, previously trained by error back-propagation, following a small change in the training data. This technique would permit fine calibration of individual neural network based control systems in a mass-production environment. We also derive a generalised error back-propagation algorithm which allows an exact evaluation of all of the terms in the Hessian matrix. The fast re-training procedure is illustrated using a simple example.},
url = {http://approjects.co.za/?big=en-us/research/publication/a-fast-procedure-for-retraining-the-multilayer-perceptron/},
pages = {229-236},
journal = {International Journal of Neural Systems},
}