Michael Wibral

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All published works

Action	Title	Year	Authors
+ PDF Chat	What should a neuron aim for? Designing local objective functions based on information theory	2024	Andreas C. Schneider Valentin Neuhaus David A. Ehrlich Abdullah Makkeh Alexander S. Ecker Viola Priesemann Michael Wibral
+ PDF Chat	Partial information decomposition for continuous variables based on shared exclusions: Analytical formulation and estimation	2024	David A. Ehrlich Kyle Schick-Poland Abdullah Makkeh Felix Lanfermann Patricia Wollstadt Michael Wibral
+ PDF Chat	Information-theoretic analyses of neural data to minimize the effect of researchers’ assumptions in predictive coding studies	2023	Patricia Wollstadt Daniel L. Rathbun W. Martin Usrey André M. Bastos Michael Lindner Viola Priesemann Michael Wibral
+	From Babel to Boole: The Logical Organization of Information Decompositions	2023	Aaron J. Gutknecht Abdullah Makkeh Michael Wibral
+	Infomorphic networks: Locally learning neural networks derived from partial information decomposition	2023	Marcel Graetz Abdullah Makkeh Andreas C. Schneider David A. Ehrlich Viola Priesemann Michael Wibral
+	Partial Information Decomposition for Continuous Variables based on Shared Exclusions: Analytical Formulation and Estimation	2023	David A. Ehrlich Kyle Schick-Poland Abdullah Makkeh Felix Lanfermann Patricia Wollstadt Michael Wibral
+	Where is the error? Hierarchical predictive coding through dendritic error computation	2022	Fabian A. Mikulasch Lucas Rudelt Michael Wibral Viola Priesemann
+	Information-theoretic analyses of neural data to minimize the effect of researchers' assumptions in predictive coding studies	2022	Patricia Wollstadt Daniel L. Rathbun W. Martin Usrey and André M. Bastos Michael Lindner Viola Priesemann Michael Wibral
+	Dendritic predictive coding: A theory of cortical computation with spiking neurons	2022	Fabian A. Mikulasch Lucas Rudelt Michael Wibral Viola Priesemann
+	Intrinsic timescales of spiking activity in humans during wakefulness and sleep	2022	Annika Hagemann Marcel Stephan Kehl Jonas Dehning F. Paul Spitzner Johannes Niediek Michael Wibral Florian Mormann Viola Priesemann
+	A Measure of the Complexity of Neural Representations based on Partial Information Decomposition	2022	David A. Ehrlich Andreas C. Schneider Michael Wibral Viola Priesemann Abdullah Makkeh
+	Estimating the Unique Information of Continuous Variables	2021	Ari Pakman Amin Nejatbakhsh Dar Gilboa Abdullah Makkeh Luca Mazzucato Michael Wibral Elad Schneidman
+	Bits and pieces: understanding information decomposition from part-whole relationships and formal logic	2021	Aaron J. Gutknecht Michael Wibral Abdullah Makkeh
+	A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition	2021	Patricia Wollstadt Sebastian Schmitt Michael Wibral
+ PDF Chat	Introducing a differentiable measure of pointwise shared information	2021	Abdullah Makkeh Aaron J. Gutknecht Michael Wibral
+	Estimating the Unique Information of Continuous Variables in Recurrent Networks	2021	Ari Pakman Amin Nejatbakhsh Dar Gilboa Abdullah Makkeh Luca Mazzucato Michael Wibral Elad Schneidman
+ PDF Chat	The challenges of containing SARS-CoV-2 via test-trace-and-isolate	2021	Sebastián Contreras Jonas Dehning Matthias Loidolt Johannes Zierenberg F. Paul Spitzner Jorge‐Humberto Urrea‐Quintero Sebastian Mohr Michael Wilczek Michael Wibral Viola Priesemann
+	A partial information decomposition for discrete and continuous variables	2021	Kyle Schick-Poland Abdullah Makkeh Aaron J. Gutknecht Patricia Wollstadt Anja Sturm Michael Wibral
+	A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition	2021	Patricia Wollstadt Sebastian Schmitt Michael Wibral
+	Estimating the Unique Information of Continuous Variables	2021	Ari Pakman Amin Nejatbakhsh Dar Gilboa Abdullah Makkeh Luca Mazzucato Michael Wibral Elad Schneidman
+ PDF Chat	Model-based and model-free characterization of epidemic outbreaks	2020	Jonas Dehning F. Paul Spitzner Matthias Linden Sebastian Mohr João Pinheiro Neto Johannes Zierenberg Michael Wibral Michael Wilczek Viola Priesemann
+ PDF Chat	Control of criticality and computation in spiking neuromorphic networks with plasticity	2020	Benjamin Cramer David Stöckel Markus Kreft Michael Wibral Johannes Schemmel Karlheinz Meier Viola Priesemann
+	Inferring change points in the spread of COVID-19 reveals the effectiveness of interventions	2020	Jonas Dehning Johannes Zierenberg F. Paul Spitzner Michael Wibral João Pinheiro Neto Michael Wilczek Viola Priesemann
+	Research Article Summary: Inferring change points in the COVID-19 spreading reveals the effectiveness of interventions	2020	Jonas Dehning Johannes Zierenberg F. Paul Spitzner Michael Wibral João Pinheiro Neto Michael Wilczek Viola Priesemann
+	A differentiable measure of pointwise shared information.	2020	Abdullah Makkeh Aaron J. Gutknecht Michael Wibral
+ PDF Chat	IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks	2019	Patricia Wollstadt Joseph T. Lizier Raúl Vicente Conor Finn Mario Martínez‐Zarzuela Pedro A. M. Mediano Leonardo Novelli Michael Wibral
+ PDF Chat	Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing	2019	Leonardo Novelli Patricia Wollstadt Pedro A. M. Mediano Michael Wibral Joseph T. Lizier
+ PDF Chat	Operating in a Reverberating Regime Enables Rapid Tuning of Network States to Task Requirements	2018	Jens Wilting Jonas Dehning João Pinheiro Neto Lucas Rudelt Michael Wibral Johannes Zierenberg Viola Priesemann
+ PDF Chat	Breakdown of local information processing may underlie isoflurane anesthesia effects	2017	Patricia Wollstadt Kristin K. Sellers Lucas Rudelt Viola Priesemann Axel Hutt Flavio Fröhlich Michael Wibral
+ PDF Chat	Breakdown of local information processing may underlie isoflurane anesthesia effects	2017	Patricia Wollstadt Kristin K. Sellers Lucas Rudelt Viola Priesemann Axel Hutt Flavio Fröhlich Michael Wibral
+	The relation of local entropy and information transfer suggests an origin of isoflurane anesthesia effects in local information processing	2016	Patricia Wollstadt Kristin K. Sellers Lucas Rudelt Viola Priesemann Axel Hutt Flavio Fröhlich Michael Wibral
+	Partial information decomposition as a unified approach to the specification of neural goal functions	2015	Michael Wibral Viola Priesemann Jim Kay Joseph T. Lizier William A. Phillips
+ PDF Chat	A Graph Algorithmic Approach to Separate Direct from Indirect Neural Interactions	2015	Patricia Wollstadt Ulrich Meyer Michael Wibral
+ PDF Chat	Bits from Brains for Biologically Inspired Computing	2015	Michael Wibral Joseph T. Lizier Viola Priesemann
+	Parietal Opercular Cortex Structural and Functional Asymmetry in the Human	2015	Peter Stoeter Rolf‐Detlef Treede Timothy E.J. Behrens Simon B. Eickhoff Saâd Jbabdi Svenja Caspers Angela R. Laird Peter T. Fox Karl Zilles Ming‐Kuei Lu
+ PDF Chat	Bits from Biology for Computational Intelligence	2014	Michael Wibral Joseph T. Lizier Viola Priesemann
+ PDF Chat	Untangling cross-frequency coupling in neuroscience	2014	Juhan Aru Jaan Aru Viola Priesemann Michael Wibral Luiz Lana Gordon Pipa Wolf Singer Raúl Vicente
+ PDF Chat	Efficient Transfer Entropy Analysis of Non-Stationary Neural Time Series	2014	Patricia Wollstadt Mario Martínez‐Zarzuela Raúl Vicente Francisco Javier Díaz Pernas Michael Wibral
+	Untangling cross-frequency coupling in neuroscience	2014	Juhan Aru Jaan Aru Viola Priesemann Michael Wibral Luiz Lana Gordon Pipa Wolf Singer Raúl Vicente

Common Coauthors

Coauthor	Papers Together
Viola Priesemann	22
Patricia Wollstadt	14
Abdullah Makkeh	13
Jonas Dehning	6
Lucas Rudelt	6
Joseph T. Lizier	5
F. Paul Spitzner	5
David A. Ehrlich	5
Johannes Zierenberg	5
Aaron J. Gutknecht	5
Michael Wilczek	4
João Pinheiro Neto	4
Luca Mazzucato	3
Ari Pakman	3
Kyle Schick-Poland	3
Andreas C. Schneider	3
Elad Schneidman	3
Axel Hutt	3
Kristin K. Sellers	3
Amin Nejatbakhsh	3
Dar Gilboa	3
Flavio Fröhlich	3
Leonardo Novelli	2
Mario Martínez‐Zarzuela	2
Michael Lindner	2
Sebastian Mohr	2
Juhan Aru	2
Gordon Pipa	2
Jaan Aru	2
André M. Bastos	2
Raúl Vicente	2
Felix Lanfermann	2
Sebastian Schmitt	2
Pedro A. M. Mediano	2
Raúl Vicente	2
Fabian A. Mikulasch	2
Daniel L. Rathbun	2
Wolf Singer	2
Luiz Lana	2
Mathias Wahl	1
Valentin Neuhaus	1
Karsten Hoechstetter	1
Simon B. Eickhoff	1
Conor Finn	1
Ming‐Kuei Lu	1
Peter T. Fox	1
Johannes Niediek	1
Patrick Jung	1
Johannes Schemmel	1
W. Martin Usrey	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Nonnegative Decomposition of Multivariate Information	2010	Paul L. Williams Randall D. Beer	12
+ PDF Chat	Measuring Information Transfer	2000	Thomas Schreiber	11
+ PDF Chat	Bivariate measure of redundant information	2013	Malte Harder Christoph Salge Daniel Polani	10
+ PDF Chat	Estimating mutual information	2004	Alexander Kraskov Harald Stögbauer Peter Grassberger	10
+ PDF Chat	Quantifying Unique Information	2014	Nils Bertschinger Johannes Rauh Eckehard Olbrich Jürgen Jost Nihat Ay	10
+ PDF Chat	JIDT: An Information-Theoretic Toolkit for Studying the Dynamics of Complex Systems	2014	Joseph T. Lizier	9
+ PDF Chat	Quantifying Synergistic Mutual Information	2013	Virgil Griffith Christof Koch	9
+ PDF Chat	Bits from Brains for Biologically Inspired Computing	2015	Michael Wibral Joseph T. Lizier Viola Priesemann	8
+ PDF Chat	Shared Information—New Insights and Problems in Decomposing Information in Complex Systems	2013	Nils Bertschinger Johannes Rauh Eckehard Olbrich Jürgen Jost	7
+ PDF Chat	Efficient Transfer Entropy Analysis of Non-Stationary Neural Time Series	2014	Patricia Wollstadt Mario Martínez‐Zarzuela Raúl Vicente Francisco Javier Díaz Pernas Michael Wibral	7
+ PDF Chat	Local information transfer as a spatiotemporal filter for complex systems	2008	Joseph T. Lizier Mikhail Prokopenko Albert Y. Zomaya	7
+	Nonnegative Decomposition of Multivariate Information	2010	Paul L. Williams Randall D. Beer	6
+ PDF Chat	Introducing a differentiable measure of pointwise shared information	2021	Abdullah Makkeh Aaron J. Gutknecht Michael Wibral	6
+ PDF Chat	IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks	2019	Patricia Wollstadt Joseph T. Lizier Raúl Vicente Conor Finn Mario Martínez‐Zarzuela Pedro A. M. Mediano Leonardo Novelli Michael Wibral	6
+	Detecting strange attractors in turbulence	1981	Floris Takens	6
+	Generalized Measures of Information Transfer	2011	Paul L. Williams Randall D. Beer	6
+ PDF Chat	BROJA-2PID: A Robust Estimator for Bivariate Partial Information Decomposition	2018	Abdullah Makkeh Dirk Oliver Theis Raúl Vicente	5
+	Bits and pieces: understanding information decomposition from part-whole relationships and formal logic	2021	Aaron J. Gutknecht Michael Wibral Abdullah Makkeh	5
+ PDF Chat	Granger Causality and Transfer Entropy Are Equivalent for Gaussian Variables	2009	Lionel Barnett Adam B. Barrett Anil K. Seth	5
+ PDF Chat	Exploration of synergistic and redundant information sharing in static and dynamical Gaussian systems	2015	Adam B. Barrett	5
+	Probability theory : the logic of science	2003	E. T. Jaynes	5
+ PDF Chat	Towards a synergy-based approach to measuring information modification	2013	Joseph T. Lizier Benjamin Flecker Paul L. Williams	5
+ PDF Chat	Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices	2018	Conor Finn Joseph T. Lizier	5
+ PDF Chat	Differentiating information transfer and causal effect	2010	Joseph T. Lizier Mikhail Prokopenko	5
+ PDF Chat	Inferring collective dynamical states from widely unobserved systems	2018	Jens Wilting Viola Priesemann	4
+	Probability Theory	2003	E. T. Jaynes	4
+	Generalized Measures of Information Transfer	2011	Paul L. Williams Randall D. Beer	4
+ PDF Chat	Measuring Multivariate Redundant Information with Pointwise Common Change in Surprisal	2017	Robin A. A. Ince	4
+ PDF Chat	A Framework for the Local Information Dynamics of Distributed Computation in Complex Systems	2013	Joseph T. Lizier Mikhail Prokopenko Albert Y. Zomaya	4
+ PDF Chat	<i>Colloquium</i>: Criticality and dynamical scaling in living systems	2018	Miguel A. Muñoz	4
+ PDF Chat	Bits from Biology for Computational Intelligence	2014	Michael Wibral Joseph T. Lizier Viola Priesemann	4
+ PDF Chat	Assessing Coupling Dynamics from an Ensemble of Time Series	2015	Germán Gómez-Herrero Wei Wu Kalle Rutanen Miguel C. Soriano Gordon Pipa Vicente Raúl	4
+ PDF Chat	Expanding the transfer entropy to identify information circuits in complex systems	2012	Sebastiano Stramaglia Guo‐Rong Wu M. Pellicoro Daniele Marinazzo	3
+ PDF Chat	Entropy and information in neural spike trains: Progress on the sampling problem	2004	Ilya Nemenman William Bialek Rob de Ruyter van Steveninck	3
+ PDF Chat	On directed information theory and Granger causality graphs	2010	Pierre‐Olivier Amblard Olivier Michel	3
+	Synergy and redundancy in the Granger causal analysis of dynamical networks	2014	Sebastiano Stramaglia Jesús M. Cortés Daniele Marinazzo	3
+ PDF Chat	Reconsidering unique information: Towards a multivariate information decomposition	2014	Johannes Rauh Nils Bertschinger Eckehard Olbrich Jürgen Jost	3
+	Partial information decomposition as a unified approach to the specification of neural goal functions	2015	Michael Wibral Viola Priesemann Jim Kay Joseph T. Lizier William A. Phillips	3
+	Inferring change points in the spread of COVID-19 reveals the effectiveness of interventions	2020	Jonas Dehning Johannes Zierenberg F. Paul Spitzner Michael Wibral João Pinheiro Neto Michael Wilczek Viola Priesemann	3
+ PDF Chat	Intersection Information Based on Common Randomness	2014	Virgil Griffith Edwin K. P. Chong Ryan G. James Christopher J. Ellison James P. Crutchfield	3
+	The Theory of Branching Processes	1965	Peter Ney T. E. Harris	3
+ PDF Chat	Probability Mass Exclusions and the Directed Components of Mutual Information	2018	Conor Finn Joseph T. Lizier	3
+ PDF Chat	Dynamic Effective Connectivity of Inter-Areal Brain Circuits	2012	Demian Battaglia Annette Witt Fred Wolf T. Geisel	2
+	Some results in periodic autoregression	1979	Brent M. Troutman	2
+	Bayesian Inference for Stochastic Epidemics in Populations with Random Social Structure	2002	Tom Britton Philip D. O’Neill	2
+	DYNAMICS OF MEASLES EPIDEMICS: ESTIMATING SCALING OF TRANSMISSION RATES USING A TIME SERIES SIR MODEL	2002	Ottar N. Bjørnstad Bärbel Finkenstädt Bryan T. Grenfell	2
+ PDF Chat	Regularities unseen, randomness observed: Levels of entropy convergence	2003	James P. Crutchfield David P. Feldman	2
+	Forecast and control of epidemics in a globalized world	2004	Lars Hufnagel Dirk Brockmann T. Geisel	2
+ PDF Chat	Predictability, Complexity, and Learning	2001	William Bialek Ilya Nemenman Naftali Tishby	2
+ PDF Chat	Fitting Linear Mixed-Effects Models Using<b>lme4</b>	2015	Douglas M. Bates Martin Mächler Benjamin M. Bolker Steve Walker	2