Soft Mode in the Dynamics of Over-realizable On-line Learning for Soft Committee Machines. - Frederieke Richert; Roman Worschech; Bernd Rosenow (CoRR, 2021)

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

On-line Learning Dynamics in Layered Neural Networks with Arbitrary Activation Functions. - Frederieke Richert; Otavio Citton; Michael Biehl (ESANN, 2024)

Hermite polynomials facilitating on-line learning analysis of layered neural networks with arbitrary activation function. - Otavio Citton; Frederieke Richert; Michael Biehl; Michiel Straat (Neurocomputing, 2025)