Supervised training of a neural network

Author(s): Huang, H.H. | Knapp, G.M. | Lin, S.S. | Wang, H.P. |

Year: 1996

Citation: Patent number: 5566273 Issue date: October 15, 1996

Abstract: The present invention provides a system and method for supervised training of a neural network. A neural network architecture and training method is disclosed that is a modification of an ARTMAP architecture. The modified ARTMAP network is an efficient and robust paradigm which has the unique property of incremental supervised learning. Furthermore, the modified ARTMAP network has the capability of removing undesired knowledge that has previously been learned by the network.

Topics: Machine Learning, Models: ARTMAP, Modified ART,

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