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Neural Computation

March 1992, Vol. 4, No. 2, Pages 224-233
(doi: 10.1162/neco.1992.4.2.224)
© 1992 Massachusetts Institute of Technology
On a Magnitude Preserving Iterative MAXnet Algorithm
Article PDF (376.53 KB)
Bruce W. Suter
Department of Electrical and Computer Engineering, Air Force Institute of Technology, Wright-Patterson AFB, OH 45433 USA
Matthew Kabrisky
Department of Electrical and Computer Engineering, Air Force Institute of Technology, Wright-Patterson AFB, OH 45433 USA
Abstract

A new iterative maximum picking neural net (MAXnet) is presented. This formulation determines the value and the location either for a unique maximum or for multiple maxima. This new net converges, for many commonly occurring distributions, in O(log M) iterations using only simple computing elements.