research
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06/03/2021
Homological Time Series Analysis of Sensor Signals from Power Plants
In this paper, we use topological data analysis techniques to construct ...
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04/06/2020
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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04/06/2020
Estimate of the Neural Net Dimension Using Algebraic Topology and Lie Theory
In this paper we present an approach to determine the smallest possible ...
research
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04/06/2020
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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11/08/2019
Persistent Homology as Stopping-Criterion for Natural Neighbor Interpolation
In this study the method of natural neighbours is used to interpolate da...
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11/08/2019
Persistent Homology as Stopping-Criterion for Voronoi Interpolation
In this study the Voronoi interpolation is used to interpolate a set of ...
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05/23/2018