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ORCIDMichael Wibral
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- affiliation: Goethe University Frankfurt, Frankfurt am Main, Germany
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2020 – today
- 2024
[i16]Andreas C. Schneider, Valentin Neuhaus, David A. Ehrlich, Abdullah Makkeh, Alexander S. Ecker, Viola Priesemann, Michael Wibral:
What should a neuron aim for? Designing local objective functions based on information theory. CoRR abs/2412.02482 (2024)- 2023
- [j22]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: 131:1-131:44 (2023) - [j21]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) - [j20]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) - [j19]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) - [i15]Aaron J. Gutknecht, Abdullah Makkeh, Michael Wibral:
From Babel to Boole: The Logical Organization of Information Decompositions. CoRR abs/2306.00734 (2023) - [i14]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 abs/2306.02149 (2023) - [i13]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 abs/2311.06373 (2023) - 2022
- [i12]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 abs/2203.10810 (2022) - [i11]David A. Ehrlich, Andreas C. Schneider, Michael Wibral, Viola Priesemann, Abdullah Makkeh:
Partial Information Decomposition Reveals the Structure of Neural Representations. CoRR abs/2209.10438 (2022) - 2021
- [j18]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: 117757 (2021) - [j17]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) - [c3]Ari Pakman, Amin Nejatbakhsh, Dar Gilboa, Abdullah Makkeh, Luca Mazzucato, Michael Wibral, Elad Schneidman:
Estimating the Unique Information of Continuous Variables. NeurIPS 2021: 20295-20307 - [i10]Patricia Wollstadt, Sebastian Schmitt, Michael Wibral:
A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition. CoRR abs/2105.04187 (2021) - [i9]Kyle Schick-Poland, Abdullah Makkeh, Aaron J. Gutknecht, Patricia Wollstadt, Anja Sturm, Michael Wibral:
A partial information decomposition for discrete and continuous variables. CoRR abs/2106.12393 (2021) - 2020
- [j16]Edoardo Pinzuti, Patricia Wollstadt, Aaron J. Gutknecht, Oliver Tüscher, Michael Wibral:
Measuring spectrally-resolved information transfer. PLoS Comput. Biol. 16(12) (2020) - [i8]Abdullah Makkeh, Aaron J. Gutknecht, Michael Wibral:
A differentiable measure of pointwise shared information. CoRR abs/2002.03356 (2020) - [i7]Aaron J. Gutknecht, Michael Wibral, Abdullah Makkeh:
Bits and Pieces: Understanding Information Decomposition from Part-whole Relationships and Formal Logic. CoRR abs/2008.09535 (2020)
2010 – 2019
- 2019
- [j15]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): 1081 (2019) - [i6]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 abs/1902.06828 (2019) - 2018
- [j14]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): 307 (2018) - [i5]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 abs/1807.10459 (2018) - 2017
- [j13]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): 494 (2017) - [j12]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): 1829-1844 (2017) - [j11]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) - 2015
- [j10]Michael Wibral, Joseph T. Lizier, Viola Priesemann:
Bits from Brains for Biologically-Inspired Computing. Frontiers Robotics AI 2: 5 (2015) - [c2]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: 4045-4048 - [i4]Patricia Wollstadt, Ulrich Meyer, Michael Wibral:
A Graph Algorithmic Approach to Separate Direct from Indirect Neural Interactions. CoRR abs/1504.00156 (2015) - [i3]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 abs/1510.00831 (2015) - 2014
- [j9]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: 1 (2014) - [j8]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: 9 (2014) - [i2]Patricia Wollstadt, Mario Martínez-Zarzuela, Raul Vicente, Francisco Javier Díaz Pernas, Michael Wibral:
Efficient transfer entropy analysis of non-stationary neural time series. CoRR abs/1401.4068 (2014) - [i1]Michael Wibral, Joseph T. Lizier, Viola Priesemann:
Bits from Biology for Computational Intelligence. CoRR abs/1412.0291 (2014) - 2013
- [j7]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: 349-363 (2013) - [j6]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) - 2012
- [j5]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): 2607-2624 (2012) - [c1]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: 3676-3679 - 2011
- [j4]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): 45-67 (2011)
2000 – 2009
- 2009
- [j3]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): 1127-1136 (2009) - 2007
- [j2]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): 1044-1063 (2007) - [j1]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): 1192-1200 (2007)
Coauthor Index
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