7 citations · 15 across the 6 of their papers we have counts for
3 papers · 1 filter
Modeling Biological Multifunctionality with Echo State Networks
Anastasia-Maria Leventi-Peetz, Jörg-Volker Peetz, Kai Weber +1
In this work, a three-dimensional multicomponent reaction-diffusion model has been developed, combining excitable-system dynamics with diffusion processes and sharing conceptual fe…
Deep Learning Reproducibility and Explainable AI (XAI)
A. -M. Leventi-Peetz, T. Östreich
The nondeterminism of Deep Learning (DL) training algorithms and its influence on the explainability of neural network (NN) models are investigated in this work with the help of im…
Scope and Sense of Explainability for AI-Systems
A. -M. Leventi-Peetz, T. Östreich, W. Lennartz +1
Certain aspects of the explainability of AI systems will be critically discussed. This especially with focus on the feasibility of the task of making every AI system explainable. E…