89 citations · 184 across the 13 of their papers we have counts for
9 papers · 1 filter
Quantifying Spacetime Integration across a Partition with Synergy
Virgil Griffith
In service to the mathematical underpinnings of the Information Integration Theory of Consciousness (IIT), we introduce four principled measures of integration based on the partial…
Synergy, Redundancy and Common Information
Pradeep Kr. Banerjee, Virgil Griffith
We consider the problem of decomposing the total mutual information conveyed by a pair of predictor random variables about a target random variable into redundant, unique and syner…
Quantifying Redundant Information in Predicting a Target Random Variable
Virgil Griffith, Tracey Ho
This paper considers the problem of defining a measure of redundant information that quantifies how much common information two or more random variables specify about a target rand…
Is Consciousness Computable? Quantifying Integrated Information Using Algorithmic Information Theory
Phil Maguire, Philippe Moser, Rebecca Maguire +1
In this article we review Tononi's (2008) theory of consciousness as integrated information. We argue that previous formalizations of integrated information (e.g. Griffith, 2014) d…
A Principled Infotheoretic ϕ-like Measure
Virgil Griffith
Integrated information theory is a mathematical, quantifiable theory of conscious experience. The linchpin of this theory, the measure, quantifies a system's irreducibility to…
Irreducibility is Minimum Synergy Among Parts
Virgil Griffith, Jonathan Harel
For readers already familiar with Partial Information Decomposition (PID), we show that PID's definition of synergy enables quantifying at least four different notions of irreducib…
Intersection Information based on Common Randomness
Virgil Griffith, Edwin K. P. Chong, Ryan G. James +2
The introduction of the partial information decomposition generated a flurry of proposals for defining an intersection information that quantifies how much of "the same information…
Quantifying synergistic mutual information
Virgil Griffith, Christof Koch
Quantifying cooperation or synergy among random variables in predicting a single target random variable is an important problem in many complex systems. We review three prior infor…
Quantifying synergistic information remains an unsolved problem
Virgil Griffith
This paper has been withdrawn by the author. This paper is now obsolete. For a solution please see: arXiv:/1205.4265.