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19942026
most citedMedical Image Analysis using Convolutional Neural Networks: A Review

1.3k citations

Showing 2011 · math.DSShow all

8 papers · 2 filters

math.DS2011★ 61 cited

Mather sets for sequences of matrices and applications to the study of joint spectral radii

Ian D. Morris

The joint spectral radius of a compact set of d-times-d matrices is defined ?to be the maximum possible exponential growth rate of products of matrices drawn from that set. In this…

math.DS2011

Decay of correlations for nonuniformly expanding systems with general return times

Ian Melbourne, Dalia Terhesiu

We give a unified treatment of decay of correlations for nonuniformly expanding systems with a good inducing scheme. In addition to being more elementary than previous treatments,…

math.DS2011★ 12 cited

Statistical Properties and Decay of Correlations for Interval Maps with Critical Points and Singularities

Stefano Luzzatto, Ian Melbourne

We consider a class of piecewise smooth one-dimensional maps with critical points and singularities (possibly with infinite derivative). Under mild summability conditions on the gr…

math.DS2011

The topological entropy of Banach spaces

Jozef Bobok, Henk Bruin

We investigate some properties of (universal) Banach spaces of real functions in the context of topological entropy. Among other things, we show that any subspace of whi…

math.DS2011

First and higher order uniform dual ergodic theorems for dynamical systems with infinite measure

Ian Melbourne, Dalia Terhesiu

We generalize the proof of Karamata's Theorem by the method of approximation by polynomials to the operator case. As a consequence, we offer a simple proof of \emph{uniform dual er…

math.DS2011★ 10 cited

Transience and thermodynamic formalism for infinitely branched interval maps

Henk Bruin, Mike Todd

We study a one-parameter family of countably piecewise linear interval maps, which, although Markov, fail the `large image property'. This leads to conservative as well as dissipat…