IEEE - Institute of Electrical and Electronics Engineers, Inc. - Knowledge extraction from artificial neural network models

1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation

Author(s): Boger, Z. ; Guterman, H.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1997
Conference Location: Orlando, FL, USA, USA
Conference Date: 12 October 1997
Volume: 4
ISBN (Paper): 0-7803-4053-1
ISSN (Paper): 1062-922X
DOI: 10.1109/ICSMC.1997.633051
Regular:

The paper describes the development and application of several techniques for knowledge extraction from trained ANN models, such as the identification of redundant inputs and hidden neurons,... View More

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