Information Decomposition of Target Effects from Multi-Source Interactions / / edited by Joseph Lizier [and three others].

• TeilnehmendeR: Lizier, Joseph,
• 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)

This book is a printed edition of the Special Issue "Information Decomposition of Target Effects from Multi-Source Interactions" that was published in Entropy.

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.