Michael Wibral

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 24

Top Topics

Continuous Variables

Predictive Coding

Top Venues

PLoS Comput. Biol.

Frontiers Neuroinformatics

Publications

Aaron J. Gutknecht, Abdullah Makkeh, Michael Wibral
From Babel to Boole: The Logical Organization of Information Decompositions. CoRR (2023)
David A. Ehrlich, Kyle Schick-Poland, Abdullah Makkeh, Felix Lanfermann, Patricia Wollstadt, Michael Wibral
Partial Information Decomposition for Continuous Variables based on Shared Exclusions: Analytical Formulation and Estimation. CoRR (2023)
Edoardo Pinzuti, Patricia Wollstadt, Oliver Tüscher, Michael Wibral
Information theoretic evidence for layer- and frequency-specific changes in cortical information processing under anesthesia. PLoS Comput. Biol. 19 (1) (2023)
Patricia Wollstadt, Sebastian Schmitt, Michael Wibral
A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition. J. Mach. Learn. Res. 24 (2023)
Marcel Graetz, Abdullah Makkeh, Andreas C. Schneider, David A. Ehrlich, Viola Priesemann, Michael Wibral
Infomorphic networks: Locally learning neural networks derived from partial information decomposition. CoRR (2023)
Patricia Wollstadt, Daniel L. Rathbun, W. Martin Usrey, André Moraes Bastos, Michael Lindner, Viola Priesemann, Michael Wibral
Information-theoretic analyses of neural data to minimize the effect of researchers' assumptions in predictive coding studies. PLoS Comput. Biol. 19 (11) (2023)
David A. Ehrlich, Andreas C. Schneider, Viola Priesemann, Michael Wibral, Abdullah Makkeh
A Measure of the Complexity of Neural Representations based on Partial Information Decomposition. Trans. Mach. Learn. Res. 2023 (2023)
David A. Ehrlich, Andreas C. Schneider, Michael Wibral, Viola Priesemann, Abdullah Makkeh
Partial Information Decomposition Reveals the Structure of Neural Representations. CoRR (2022)
Patricia Wollstadt, Daniel L. Rathbun, W. Martin Usrey, André Moraes Bastos, Michael Lindner, Viola Priesemann, Michael Wibral
Information-theoretic analyses of neural data to minimize the effect of researchers' assumptions in predictive coding studies. CoRR (2022)
Kyle Schick-Poland, Abdullah Makkeh, Aaron J. Gutknecht, Patricia Wollstadt, Anja Sturm, Michael Wibral
A partial information decomposition for discrete and continuous variables. CoRR (2021)
Ari Pakman, Amin Nejatbakhsh, Dar Gilboa, Abdullah Makkeh, Luca Mazzucato, Michael Wibral, Elad Schneidman
Estimating the Unique Information of Continuous Variables. NeurIPS (2021)
Mohsen Parto Dezfouli, Philipp Schwedhelm, Michael Wibral, Stefan Treue, Mohammad Reza Daliri, Moein Esghaei
A neural correlate of visual feature binding in primate lateral prefrontal cortex. NeuroImage 229 (2021)
Patricia Wollstadt, Sebastian Schmitt, Michael Wibral
A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition. CoRR (2021)
Lucas Rudelt, Daniel González Marx, Michael Wibral, Viola Priesemann
Embedding optimization reveals long-lasting history dependence in neural spiking activity. PLoS Comput. Biol. 17 (6) (2021)
Aaron J. Gutknecht, Michael Wibral, Abdullah Makkeh
Bits and Pieces: Understanding Information Decomposition from Part-whole Relationships and Formal Logic. CoRR (2020)
Abdullah Makkeh, Aaron J. Gutknecht, Michael Wibral
A differentiable measure of pointwise shared information. CoRR (2020)
Edoardo Pinzuti, Patricia Wollstadt, Aaron J. Gutknecht, Oliver Tüscher, Michael Wibral
Measuring spectrally-resolved information transfer. PLoS Comput. Biol. 16 (12) (2020)
Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks. J. Open Source Softw. 4 (34) (2019)
Leonardo Novelli, Patricia Wollstadt, Pedro A. M. Mediano, Michael Wibral, Joseph T. Lizier
Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing. CoRR (2019)
Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks. CoRR (2018)
Joseph T. Lizier, Nils Bertschinger, Jürgen Jost, Michael Wibral
Information Decomposition of Target Effects from Multi-Source Interactions: Perspectives on Previous, Current and Future Work. Entropy 20 (4) (2018)
Gabriel Nascimento Costa, João V. Duarte, Ricardo Martins, Michael Wibral, Miguel Castelo-Branco
Interhemispheric Binding of Ambiguous Visual Motion Is Associated with Changes in Beta Oscillatory Activity but Not with Gamma Range Synchrony. J. Cogn. Neurosci. 29 (11) (2017)
Patricia Wollstadt, Kristin K. Sellers, Lucas Rudelt, Viola Priesemann, Axel Hutt, Flavio Fröhlich, Michael Wibral
Breakdown of local information processing may underlie isoflurane anesthesia effects. PLoS Comput. Biol. 13 (6) (2017)
Michael Wibral, Conor Finn, Patricia Wollstadt, Joseph T. Lizier, Viola Priesemann
Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition. Entropy 19 (9) (2017)
Michael Wibral, Viola Priesemann, Jim W. Kay, Joseph T. Lizier, William A. Phillips
Partial Information Decomposition as a Unified Approach to the Specification of Neural Goal Functions. CoRR (2015)
Patricia Wollstadt, Kristin K. Sellers, Axel Hutt, Flavio Fröhlich, Michael Wibral
Anesthesia-related changes in information transfer may be caused by reduction in local information generation. EMBC (2015)
Patricia Wollstadt, Ulrich Meyer, Michael Wibral
A Graph Algorithmic Approach to Separate Direct from Indirect Neural Interactions. CoRR (2015)
Michael Wibral, Joseph T. Lizier, Viola Priesemann
Bits from Brains for Biologically-Inspired Computing. Frontiers Robotics AI 2 (2015)
Carlos Gómez, Joseph Troy Lizier, Michael Schaum, Patricia Wollstadt, Christine Grützner, Peter Uhlhaas, Christine M. Freitag, Sabine Schlitt, Sven Bölte, Roberto Hornero, Michael Wibral
Reduced predictable information in brain signals in autism spectrum disorder. Frontiers Neuroinformatics 8 (2014)
Michael Wibral, Joseph T. Lizier, Sebastian Vögler, Viola Priesemann, Ralf Galuske
Local active information storage as a tool to understand distributed neural information processing. Frontiers Neuroinformatics 8 (2014)
Patricia Wollstadt, Mario Martínez-Zarzuela, Raul Vicente, Francisco Javier Díaz Pernas, Michael Wibral
Efficient transfer entropy analysis of non-stationary neural time series. CoRR (2014)
Michael Wibral, Joseph T. Lizier, Viola Priesemann
Bits from Biology for Computational Intelligence. CoRR (2014)
Viola Priesemann, Mario Valderrama, Michael Wibral, Michel Le Van Quyen
Neuronal Avalanches Differ from Wakefulness to Deep Sleep - Evidence from Intracranial Depth Recordings in Humans. PLoS Comput. Biol. 9 (3) (2013)
Joachim Gross, Sylvain Baillet, Gareth R. Barnes, Richard N. A. Henson, Arjan Hillebrand, Ole Jensen, Karim Jerbi, Vladimir Litvak, Burkhard Maess, Robert Oostenveld, Lauri Parkkonen, Jason R. Taylor, Virginie van Wassenhove, Michael Wibral, Jan-Mathijs Schoffelen
Good practice for conducting and reporting MEG research. NeuroImage 65 (2013)
Michael Wibral, Patricia Wollstadt, Ulrich Meyer, Nicolae Pampu, Viola Priesemann, Raul Vicente
Revisiting Wiener's principle of causality - interaction-delay reconstruction using transfer entropy and multivariate analysis on delay-weighted graphs. EMBC (2012)
Georg Turi, Sascha Gotthardt, Wolf Singer, The Anh Vuong, Matthias H. J. Munk, Michael Wibral
Quantifying additive evoked contributions to the event-related potential. NeuroImage 59 (3) (2012)
Raul Vicente, Michael Wibral, Michael Lindner, Gordon Pipa
Transfer entropy - a model-free measure of effective connectivity for the neurosciences. J. Comput. Neurosci. 30 (1) (2011)
Jochen Kaiser, Werner Lutzenberger, Christin Decker, Michael Wibral, Benjamin Rahm
Task- and performance-related modulation of domain-specific auditory short-term memory representations in the gamma-band. NeuroImage 46 (4) (2009)
Michael Wibral, Lars Muckli, Katharina Melnikovic, Bertram Scheller, Arjen Alink, Wolf Singer, Matthias H. J. Munk
Time-dependent effects of hyperoxia on the BOLD fMRI signal in primate visual cortex and LGN. NeuroImage 35 (3) (2007)
Christian F. Altmann, Christoph Bledowski, Michael Wibral, Jochen Kaiser
Processing of location and pattern changes of natural sounds in the human auditory cortex. NeuroImage 35 (3) (2007)