IEEE - Institute of Electrical and Electronics Engineers, Inc. - On pattern classification using linear-output neural network classifiers

Proceedings of 36th Midwest Symposium on Circuits and Systems

Author(s): Osman, H. ; Fahmy, M.M.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1993
Conference Location: Detroit, MI, USA
Conference Date: 16 August 1993
ISBN (Paper): 0-7803-1760-2
DOI: 10.1109/MWSCAS.1993.343336
Regular:

This paper provides theoretical results regarding the use of linear-output neural networks as mean-square classifiers. The paper first proves that, under reasonable assumptions, once training is... View More

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