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Michael Wibral
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- affiliation: Goethe University Frankfurt, Frankfurt am Main, Germany
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2020 – today
- 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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