Michael Wibral

Affiliations:
  • Goethe University Frankfurt, Frankfurt am Main, Germany


According to our database1, Michael Wibral authored at least 32 papers between 2007 and 2022.

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Bibliography

2022
Partial Information Decomposition Reveals the Structure of Neural Representations.
CoRR, 2022

Information-theoretic analyses of neural data to minimize the effect of researchers' assumptions in predictive coding studies.
CoRR, 2022

2021
Embedding optimization reveals long-lasting history dependence in neural spiking activity.
PLoS Comput. Biol., 2021

A neural correlate of visual feature binding in primate lateral prefrontal cortex.
NeuroImage, 2021

A partial information decomposition for discrete and continuous variables.
CoRR, 2021

A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition.
CoRR, 2021

Estimating the Unique Information of Continuous Variables.
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.
PLoS Comput. Biol., 2020

Bits and Pieces: Understanding Information Decomposition from Part-whole Relationships and Formal Logic.
CoRR, 2020

A differentiable measure of pointwise shared information.
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
Bits from Brains for Biologically-Inspired Computing.
Frontiers Robotics AI, 2015

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

Reduced predictable information in brain signals in autism spectrum disorder.
Frontiers Neuroinformatics, 2014

Efficient transfer entropy analysis of non-stationary neural time series.
CoRR, 2014

Bits from Biology for Computational Intelligence.
CoRR, 2014

2013
Neuronal Avalanches Differ from Wakefulness to Deep Sleep - Evidence from Intracranial Depth Recordings in Humans.
PLoS Comput. Biol., 2013

Good practice for conducting and reporting MEG research.
NeuroImage, 2013

2012
Quantifying additive evoked contributions to the event-related potential.
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


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