Revisiting Wiener's principle of causality - interaction-delay reconstruction using transfer entropy and multivariate analysis on delay-weighted graphs. - Michael Wibral; Patricia Wollstadt; Ulrich Meyer 001; Nicolae Pampu; Viola Priesemann; Raul Vicente (EMBC, 2012)

Neuronal Avalanches Differ from Wakefulness to Deep Sleep - Evidence from Intracranial Depth Recordings in Humans. - Viola Priesemann; Mario Valderrama; Michael Wibral; Michel Le Van Quyen (PLoS Comput. Biol., 2013)

Bits from Biology for Computational Intelligence. - Michael Wibral; Joseph T. Lizier; Viola Priesemann (CoRR, 2014)

Local active information storage as a tool to understand distributed neural information processing. - Michael Wibral; Joseph T. Lizier; Sebastian Vögler; Viola Priesemann; Ralf Galuske (Frontiers Neuroinformatics, 2014)

Partial Information Decomposition as a Unified Approach to the Specification of Neural Goal Functions. - Michael Wibral; Viola Priesemann; Jim W. Kay; Joseph T. Lizier; William A. Phillips (CoRR, 2015)

Bits from Brains for Biologically-Inspired Computing. - Michael Wibral; Joseph T. Lizier; Viola Priesemann (Frontiers Robotics AI, 2015)

Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition. - Michael Wibral; Conor Finn; Patricia Wollstadt; Joseph T. Lizier; Viola Priesemann (Entropy, 2017)

Breakdown of local information processing may underlie isoflurane anesthesia effects. - Patricia Wollstadt; Kristin K. Sellers; Lucas Rudelt; Viola Priesemann; Axel Hutt; Flavio Fröhlich; Michael Wibral (PLoS Comput. Biol., 2017)

Can a time varying external drive give rise to apparent criticality in neural systems? - Viola Priesemann; Oren Shriki (PLoS Comput. Biol., 2018)

Control of criticality and computation in spiking neuromorphic networks with plasticity. - Benjamin Cramer; David Stöckel; Markus Kreft; Johannes Schemmel; Karlheinz Meier; Viola Priesemann (CoRR, 2019)

Relaxing restrictions at the pace of vaccination increases freedom and guards against further COVID-19 waves. - Simon Bauer; Sebastián Contreras; Jonas Dehning; Matthias Linden; Emil Iftekhar; Sebastian B. Mohr; Alvaro Olivera-Nappa; Viola Priesemann (PLoS Comput. Biol., 2021)

Assessing criticality in pre-seizure single-neuron activity of human epileptic cortex. - Annika Hagemann; Jens Wilting; Bita Samimizad; Florian Mormann; Viola Priesemann (PLoS Comput. Biol., 2021)

Embedding optimization reveals long-lasting history dependence in neural spiking activity. - Lucas Rudelt; Daniel González Marx; Michael Wibral; Viola Priesemann (PLoS Comput. Biol., 2021)

Partial Information Decomposition Reveals the Structure of Neural Representations. - David A. Ehrlich; Andreas C. Schneider; Michael Wibral; Viola Priesemann; Abdullah Makkeh (CoRR, 2022)

Evaluating vaccine allocation strategies using simulation-assisted causal modelling. - Armin Kekic; Jonas Dehning; Luigi Gresele; Julius von Kügelgen; Viola Priesemann; Bernhard Schölkopf (CoRR, 2022)

Sampling effects and measurement overlap can bias the inference of neuronal avalanches. - Joao Pinheiro Neto; F. Paul Spitzner; Viola Priesemann (PLoS Comput. Biol., 2022)

Infomorphic networks: Locally learning neural networks derived from partial information decomposition. - Marcel Graetz; Abdullah Makkeh; Andreas C. Schneider; David A. Ehrlich; Viola Priesemann; Michael Wibral (CoRR, 2023)

A Measure of the Complexity of Neural Representations based on Partial Information Decomposition. - David A. Ehrlich; Andreas C. Schneider; Viola Priesemann; Michael Wibral; Abdullah Makkeh (Trans. Mach. Learn. Res., 2023)

Visuomotor Mismatch Responses as a Hallmark of Explaining Away in Causal Inference. - Fabian A. Mikulasch; Lucas Rudelt; Viola Priesemann (Neural Comput., 2023)

Evaluating vaccine allocation strategies using simulation-assisted causal modeling. - Armin Kekic; Jonas Dehning; Luigi Gresele; Julius von Kügelgen; Viola Priesemann; Bernhard Schölkopf (Patterns, 2023)

Telegram graph data of COVID-19 related channels. - Sebastian Bernd Mohr; Andreas C. Schneider; Jasper Benke; Viola Priesemann (GRO.data, 2023)

Telegram graph data of COVID-19 related channels. - Sebastian Bernd Mohr; Andreas C. Schneider; Viola Priesemann (GRO.data, 2023)

Telegram graph data of COVID-19 related channels. - Sebastian Bernd Mohr; Andreas C. Schneider; Süheda Yildirim; Jasper Benke; Viola Priesemann (GRO.data, 2023)

Information-theoretic analyses of neural data to minimize the effect of researchers' assumptions in predictive coding studies. - Patricia Wollstadt; Daniel L. Rathbun; W. Martin Usrey; André Moraes Bastos; Michael Lindner; Viola Priesemann; Michael Wibral (PLoS Comput. Biol., 2023)

Signatures of hierarchical temporal processing in the mouse visual system. - Lucas Rudelt; Daniel González Marx; F. Paul Spitzner; Benjamin Cramer; Johannes Zierenberg; Viola Priesemann (PLoS Comput. Biol., 2024)

SIR Model for Households. - Philipp Dönges; Thomas Götz; Nataliia Kruchinina; Tyll Krüger; Karol Niedzielewski; Viola Priesemann; Moritz Schäfer (SIAM J. Appl. Math., 2024)

A General Framework for Interpretable Neural Learning based on Local Information-Theoretic Goal Functions. - Abdullah Makkeh; Marcel Graetz; Andreas C. Schneider; David A. Ehrlich; Viola Priesemann; Michael Wibral (GRO.data, 2024)

What should a neuron aim for? Designing local objective functions based on information theory. - Andreas Christian Schneider; Valentin Neuhaus; David Alexander Ehrlich; Abdullah Makkeh; Alexander S. Ecker; Viola Priesemann; Michael Wibral (ICLR, 2025)