NDLI: An introduction to the max-plus projection autoassociative morphological memory and some of its variations

Content Provider	IEEE Xplore Digital Library
Author	Valle, M.E.
Copyright Year	2014
Description	Author affiliation: Dept. of Appl. Math., Univ. of Campinas, Campinas, Brazil (Valle, M.E.)
Abstract	In this paper, we present a novel lattice-based memory model called max-plus projection autoassociative morphological memory (max-plus PAMM). The max-plus PAMM yields the largest max-plus combination of the stored patterns which is less than or equal to the input. Such as the original autoassociative morphological memories (AMMs), it is idempotent and it gives perfect recall of undistorted patterns. Furthermore, the max-plus PAMM is very robust to dilative noise and it has less spurious memories than its corresponding AMM. This paper also presents two variations of the max-plus PAMM. The first yields the max-plus combination that is the Chebyshev-best approximation of the input while the second uses a noise masking strategy.
Starting Page	53
Ending Page	60
File Size	502702
Page Count	8
File Format	PDF
e-ISBN	9781479920723
DOI	10.1109/FUZZ-IEEE.2014.6891609
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-07-06
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Noise Vectors Kernel Lattices Chebyshev approximation Memory management Mathematical model
Content Type	Text
Resource Type	Article

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An introduction to the max-plus projection autoassociative morphological memory and some of its variations