Dynamical pattern recognition for sampling sequences based on deterministic learning and structural stability
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2021.06.001
Abstract: Abstract This paper focuses on the recognition problem of dynamical patterns consisting of sampling sequences. Specifically, based on the concept of structural stability, a novel similarity measure for dynamical patterns is first given. Then, a… read more here.
Keywords: dynamical pattern; sampling sequences; deterministic learning; structural stability ... See more keywords
Dynamical pattern selection of growing cellular mosaic in fish retina.
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DOI: 10.1103/physreve.96.032416
Abstract: A Markovian lattice model for photoreceptor cells is introduced to describe the growth of mosaic patterns on fish retina. The radial stripe pattern observed in wild-type zebrafish is shown to be selected naturally during retina… read more here.
Keywords: selection growing; pattern; dynamical pattern; pattern selection ... See more keywords
New Results on Rapid Dynamical Pattern Recognition via Deterministic Learning From Sampling Sequences.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2023.3256464
Abstract: Rapid dynamical pattern recognition based on the deterministic learning method (DLM-based RDPR) aims to rapidly recognize the most similar dynamical pattern pair from perspectives of differences in inherent system dynamics. The basic mechanism is to… read more here.
Keywords: recognition; dynamical pattern; based rdpr; rapid dynamical ... See more keywords