Search Results for author: Sonja Füllhase

Found 2 papers, 1 papers with code

Graph Isomorphic Networks for Assessing Reliability of the Medium-Voltage Grid

1 code implementation2 Oct 2023 Charlotte Cambier van Nooten, Tom van de Poll, Sonja Füllhase, Jacco Heres, Tom Heskes, Yuliya Shapovalova

Ensuring electricity grid reliability becomes increasingly challenging with the shift towards renewable energy and declining conventional capacities.

Adaptive Blending Units: Trainable Activation Functions for Deep Neural Networks

no code implementations26 Jun 2018 Leon René Sütfeld, Flemming Brieger, Holger Finger, Sonja Füllhase, Gordon Pipa

Since ABUs learn the shape, as well as the overall scaling of the activation function, we also analyze the effects of adaptive scaling in common activation functions.

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