Search Results for author: Axel Mosig

Found 3 papers, 1 papers with code

SmoothLRP: Smoothing Explanations of Neural Network Decisions by Averaging over Stochastic Input Variations

no code implementations1 Jan 2021 Arne Peter Raulf, Ben Luis Hack, Sina Däubener, Axel Mosig, Asja Fischer

With the excessive use of neural networks in safety critical domains the need for understandable explanations of their predictions is rising.

Deep Neural Networks for the Correction of Mie Scattering in Fourier-Transformed Infrared Spectra of Biological Samples

no code implementations18 Feb 2020 Arne P. Raulf, Joshua Butke, Lukas Menzen, Claus Küpper, Frederik Großerueschkamp, Klaus Gerwert, Axel Mosig

Infrared spectra obtained from cell or tissue specimen have commonly been observed to involve a significant degree of (resonant) Mie scattering, which often overshadows biochemically relevant spectral information by a non-linear, non-additive spectral component in Fourier transformed infrared (FTIR) spectroscopic measurements.

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