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On limits to perception and pattern recognition
Authors:Colin J Thompson  J B McGuire
Institution:(1) Institute for Theoretical Physics, Univeristy of California, Santa Barbara, 93106 Santa Barbara, CA, USA;(2) Present address: Mathematics Department, University of Melbourne, 3052 Parkville, Victoria, Australia;(3) Present address: Dept of Physics, Florida Atlantic University, 33431 Boca Raton, FL, USA
Abstract:We propose certain general conditions that we believe are reasonable for any pattern recognition algorithm. We find that these conditions give rise to paradoxical identification. The algorithms are incapable of distinguishing composite patterns and must be able to distinguish patterns at an atomistic level.
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