Michael Wibral
Orcid: 0000-0001-8010-5862Affiliations:
- Goethe University Frankfurt, Frankfurt am Main, Germany
According to our database1,
Michael Wibral
authored at least 36 papers
between 2007 and 2023.
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Bibliography
2023
Information-theoretic analyses of neural data to minimize the effect of researchers' assumptions in predictive coding studies.
PLoS Comput. Biol., November, 2023
Information theoretic evidence for layer- and frequency-specific changes in cortical information processing under anesthesia.
PLoS Comput. Biol., January, 2023
A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition.
J. Mach. Learn. Res., 2023
Partial Information Decomposition for Continuous Variables based on Shared Exclusions: Analytical Formulation and Estimation.
CoRR, 2023
Infomorphic networks: Locally learning neural networks derived from partial information decomposition.
CoRR, 2023
CoRR, 2023
2022
CoRR, 2022
2021
Embedding optimization reveals long-lasting history dependence in neural spiking activity.
PLoS Comput. Biol., 2021
NeuroImage, 2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Bits and Pieces: Understanding Information Decomposition from Part-whole Relationships and Formal Logic.
CoRR, 2020
2019
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks.
J. Open Source Softw., 2019
Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing.
CoRR, 2019
2018
Information Decomposition of Target Effects from Multi-Source Interactions: Perspectives on Previous, Current and Future Work.
Entropy, 2018
2017
Breakdown of local information processing may underlie isoflurane anesthesia effects.
PLoS Comput. Biol., 2017
Interhemispheric Binding of Ambiguous Visual Motion Is Associated with Changes in Beta Oscillatory Activity but Not with Gamma Range Synchrony.
J. Cogn. Neurosci., 2017
Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition.
Entropy, 2017
2015
CoRR, 2015
Partial Information Decomposition as a Unified Approach to the Specification of Neural Goal Functions.
CoRR, 2015
Anesthesia-related changes in information transfer may be caused by reduction in local information generation.
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.
Frontiers Neuroinformatics, 2014
Frontiers Neuroinformatics, 2014
2013
Neuronal Avalanches Differ from Wakefulness to Deep Sleep - Evidence from Intracranial Depth Recordings in Humans.
PLoS Comput. Biol., 2013
2012
NeuroImage, 2012
Revisiting Wiener's principle of causality - interaction-delay reconstruction using transfer entropy and multivariate analysis on delay-weighted graphs.
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.
J. Comput. Neurosci., 2011
2009
Task- and performance-related modulation of domain-specific auditory short-term memory representations in the gamma-band.
NeuroImage, 2009
2007
Time-dependent effects of hyperoxia on the BOLD fMRI signal in primate visual cortex and LGN.
NeuroImage, 2007
Processing of location and pattern changes of natural sounds in the human auditory cortex.
NeuroImage, 2007