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stat.ML2020★ 1 cited
Estimate of the Neural Network Dimension using Algebraic Topology and Lie Theory
Luciano Melodia, Richard Lenz
In this paper we present an approach to determine the smallest possible number of neurons in a layer of a neural network in such a way that the topology of the input space can be l…
stat.ML2018★ 1 cited
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics
Luciano Melodia
In radionuclide therapy with , the absorbed-dose distribution can be approximated by convolving the time-integrated activity distribution with a dose voxel kerne…