Information Decomposition of Target Effects from Multi-Source Interactions / / edited by Joseph Lizier [and three others].
This book is a printed edition of the Special Issue "Information Decomposition of Target Effects from Multi-Source Interactions" that was published in Entropy.
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| TeilnehmendeR: | |
|---|---|
| Place / Publishing House: | [Place of publication not identified] : : MDPI - Multidisciplinary Digital Publishing Institute,, 2018. ©2018 |
| Year of Publication: | 2018 |
| Language: | English |
| Physical Description: | 1 online resource (337 pages) |
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Table of Contents:
- About the Special Issue Editors
- Information Decomposition of Target Effects from Multi-Source Interactions: Perspectives on Previous, Current and Future Work
- On Extractable Shared Information
- Measuring Multivariate Redundant Information with Pointwise Common Change in Surprisal
- Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices
- Multivariate Dependence beyond Shannon Information
- Invariant Components of Synergy, Redundancy, and Unique Information among Three Variables
- Secret Sharing and Shared Information
- Coarse-Graining and the Blackwell Order
- Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes
- Bivariate Partial Information Decomposition: The Optimization Perspective
- Partial and Entropic Information Decompositions of a Neuronal Modulatory Interaction
- Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition
- The Partial Information Decomposition of Generative Neural Network Models
- Morphological Computation: Synergy of Body and Brain
- Information Theoretical Study of Cross-Talk Mediated SignalTransduction in MAPK Pathways
- Analyzing Information Distribution in Complex Systems.