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Abstract:
The concept of monotonic value is presented to predetermine the optimal or near optimal number of hidden neurons needed in a feedforward neural network with one hidden layer. The approximation of an estimated neural network to y=sin(2pix) is well simulated and the monotonic value of Xor is proven to be 2.
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2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS
ISSN: 1062-922X
Year: 2003
Page: 1322-1326
Language: English
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ESI Highly Cited Papers on the List: 0 Unfold All
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30 Days PV: 0