
Estimate of the Neural Network Dimension Using Algebraic Topology and Lie Theory
In this paper, we present an approach to determine the smallest possible...
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Estimate of the Neural Net Dimension Using Algebraic Topology and Lie Theory
In this paper we present an approach to determine the smallest possible ...
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Parametrization of Neural Networks with Connected Abelian Lie Groups as Data Manifold
Neural nets have been used in an elusive number of scientific discipline...
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Persistent Homology as StoppingCriterion for Natural Neighbor Interpolation
In this study the method of natural neighbours is used to interpolate da...
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Persistent Homology as StoppingCriterion for Voronoi Interpolation
In this study the Voronoi interpolation is used to interpolate a set of ...
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Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics
The distribution of energy dose from Lu^177 radiotherapy can be estimate...
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Luciano Melodia
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