Hidden Unit Specialization in Layered Neural Networks: ReLU vs. Sigmoidal Activation. - Elisa Oostwal; Michiel Straat; Michael Biehl (CoRR, 2019)

Layered Neural Networks with GELU Activation, a Statistical Mechanics Analysis. - Frederieke Richert; Michiel Straat; Elisa Oostwal; Michael Biehl (ESANN, 2023)

On the importance of structural identifiability for machine learning with partially observed dynamical systems. - Janis Norden; Elisa Oostwal; Michael Chappell; Peter Tino; Kerstin Bunte (CoRR, 2025)