68 citations · 68 across the 2 of their papers we have counts for
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cs.LG2025
Structure is information: structural identifiability mappings for machine learning with partially observed dynamical systems
Janis Norden, Elisa Oostwal, Michael Chappell +2
The successful application of modern machine learning for time series classification is often hampered by limitations in quality and quantity of available training data. To overcom…
cs.LG2019★ 68 cited
Hidden Unit Specialization in Layered Neural Networks: ReLU vs. Sigmoidal Activation
Elisa Oostwal, Michiel Straat, Michael Biehl
We study layered neural networks of rectified linear units (ReLU) in a modelling framework for stochastic training processes. The comparison with sigmoidal activation functions is…