Michael Wibral

According to our database, Michael Wibral authored at least 39 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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

Dataset, July, 2024

What should a neuron aim for? Designing local objective functions based on information theory.

Andreas C. Schneider, Valentin Neuhaus, David A. Ehrlich, Abdullah Makkeh, Alexander S. Ecker, Viola Priesemann, Michael Wibral

CoRR, 2024

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., November, 2023

Information theoretic evidence for layer- and frequency-specific changes in cortical information processing under anesthesia.

Edoardo Pinzuti, Patricia Wollstadt, Oliver Tüscher, Michael Wibral

PLoS Comput. Biol., January, 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

A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition.

Patricia Wollstadt, Sebastian Schmitt, Michael Wibral

J. Mach. Learn. Res., 2023

Partial Information Decomposition for Continuous Variables based on Shared Exclusions: Analytical Formulation and Estimation.

David A. Ehrlich, Kyle Schick-Poland, Abdullah Makkeh, Felix Lanfermann, Patricia Wollstadt, Michael Wibral

CoRR, 2023

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

From Babel to Boole: The Logical Organization of Information Decompositions.

Aaron J. Gutknecht, Abdullah Makkeh, Michael Wibral

CoRR, 2023

2022

Partial Information Decomposition Reveals the Structure of Neural Representations.

David A. Ehrlich, Andreas C. Schneider, Michael Wibral, Viola Priesemann, Abdullah Makkeh

CoRR, 2022

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

A neural correlate of visual feature binding in primate lateral prefrontal cortex.

Mohsen Parto Dezfouli, Philipp Schwedhelm, Michael Wibral, Stefan Treue, Mohammad Reza Daliri, Moein Esghaei

NeuroImage, 2021

A partial information decomposition for discrete and continuous variables.

Kyle Schick-Poland, Abdullah Makkeh, Aaron J. Gutknecht, Patricia Wollstadt, Anja Sturm, Michael Wibral

CoRR, 2021

Estimating the Unique Information of Continuous Variables.

Ari Pakman, Amin Nejatbakhsh, Dar Gilboa, Abdullah Makkeh, Luca Mazzucato, Michael Wibral, Elad Schneidman

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Measuring spectrally-resolved information transfer.

Edoardo Pinzuti, Patricia Wollstadt, Aaron J. Gutknecht, Oliver Tüscher, Michael Wibral

PLoS Comput. Biol., 2020

Bits and Pieces: Understanding Information Decomposition from Part-whole Relationships and Formal Logic.

Aaron J. Gutknecht, Michael Wibral, Abdullah Makkeh

CoRR, 2020

A differentiable measure of pointwise shared information.

Abdullah Makkeh, Aaron J. Gutknecht, Michael Wibral

CoRR, 2020

2019

IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks.

Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral

J. Open Source Softw., 2019

Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing.

Leonardo Novelli, Patricia Wollstadt, Pedro A. M. Mediano, Michael Wibral, Joseph T. Lizier

CoRR, 2019

2018

Information Decomposition of Target Effects from Multi-Source Interactions: Perspectives on Previous, Current and Future Work.

Joseph T. Lizier, Nils Bertschinger, Jürgen Jost, Michael Wibral

Entropy, 2018

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

Interhemispheric Binding of Ambiguous Visual Motion Is Associated with Changes in Beta Oscillatory Activity but Not with Gamma Range Synchrony.

Gabriel Nascimento Costa, João V. Duarte, Ricardo Martins, Michael Wibral, Miguel Castelo-Branco

J. Cogn. Neurosci., 2017

Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition.

Michael Wibral, Conor Finn, Patricia Wollstadt, Joseph T. Lizier, Viola Priesemann

Entropy, 2017

2015

Bits from Brains for Biologically-Inspired Computing.

Michael Wibral, Joseph T. Lizier, Viola Priesemann

Frontiers Robotics AI, 2015

A Graph Algorithmic Approach to Separate Direct from Indirect Neural Interactions.

Patricia Wollstadt, Ulrich Meyer, Michael Wibral

CoRR, 2015

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

Anesthesia-related changes in information transfer may be caused by reduction in local information generation.

Patricia Wollstadt, Kristin K. Sellers, Axel Hutt, Flavio Fröhlich, Michael Wibral

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

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

Reduced predictable information in brain signals in autism spectrum disorder.

Carlos Gómez, Joseph Troy Lizier, Michael Schaum, Patricia Wollstadt, Christine Grützner, Peter Uhlhaas, Christine M. Freitag, Sabine Schlitt, Sven Bölte, Roberto Hornero, Michael Wibral

Frontiers Neuroinformatics, 2014

Efficient transfer entropy analysis of non-stationary neural time series.

Patricia Wollstadt, Mario Martínez-Zarzuela, Raul Vicente, Francisco Javier Díaz Pernas, Michael Wibral

CoRR, 2014

Bits from Biology for Computational Intelligence.

Michael Wibral, Joseph T. Lizier, Viola Priesemann

CoRR, 2014

2013

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

Good practice for conducting and reporting MEG research.

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

NeuroImage, 2013

2012

Quantifying additive evoked contributions to the event-related potential.

Georg Turi, Sascha Gotthardt, Wolf Singer, The Anh Vuong, Matthias H. J. Munk, Michael Wibral

NeuroImage, 2012

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, Nicolae Pampu, Viola Priesemann, Raul Vicente

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Transfer entropy - a model-free measure of effective connectivity for the neurosciences.

Raul Vicente, Michael Wibral, Michael Lindner, Gordon Pipa

J. Comput. Neurosci., 2011

2009

Task- and performance-related modulation of domain-specific auditory short-term memory representations in the gamma-band.

Jochen Kaiser, Werner Lutzenberger, Christin Decker, Michael Wibral, Benjamin Rahm

NeuroImage, 2009

2007

Time-dependent effects of hyperoxia on the BOLD fMRI signal in primate visual cortex and LGN.

Michael Wibral, Lars Muckli, Katharina Melnikovic, Bertram Scheller, Arjen Alink, Wolf Singer, Matthias H. J. Munk

NeuroImage, 2007

Processing of location and pattern changes of natural sounds in the human auditory cortex.

Christian F. Altmann, Christoph Bledowski, Michael Wibral, Jochen Kaiser

NeuroImage, 2007