On Convergence Properties of Pocket Algorithm (1997)
by
Marco Muselli
| Venue: | IEEE Transactions on Neural Networks |
| Citations: | 7 - 5 self |
BibTeX
@ARTICLE{Muselli97onconvergence,
author = {Marco Muselli},
title = {On Convergence Properties of Pocket Algorithm},
journal = {IEEE Transactions on Neural Networks},
year = {1997},
volume = {8},
pages = {623--629}
}
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Abstract
The problem of finding optimal weights for a single threshold neuron starting from a general training set is considered. Among the variety of possible learning techniques, the pocket algorithm has a proper convergence theorem which asserts its optimality.
