Between order and chaos
JP Crutchfield - Nature Physics, 2012 - nature.com
What is a pattern? How do we come to recognize patterns never seen before? Quantifying
the notion of pattern and formalizing the process of pattern discovery go right to the heart of …
the notion of pattern and formalizing the process of pattern discovery go right to the heart of …
Local information transfer as a spatiotemporal filter for complex systems
We present a measure of local information transfer, derived from an existing averaged
information-theoretical measure, namely, transfer entropy. Local transfer entropy is used to …
information-theoretical measure, namely, transfer entropy. Local transfer entropy is used to …
[图书][B] The local information dynamics of distributed computation in complex systems
JT Lizier - 2012 - books.google.com
The nature of distributed computation in complex systems has often been described in terms
of memory, communication and processing. This thesis presents a complete information …
of memory, communication and processing. This thesis presents a complete information …
Dynamics of Bayesian updating with dependent data and misspecified models
CR Shalizi - 2009 - projecteuclid.org
Much is now known about the consistency of Bayesian updating on infinite-dimensional
parameter spaces with independent or Markovian data. Necessary conditions for …
parameter spaces with independent or Markovian data. Necessary conditions for …
Chaotic crystallography: How the physics of information reveals structural order in materials
DP Varn, JP Crutchfield - Current Opinion in Chemical Engineering, 2015 - Elsevier
We review recent progress in applying information-theoretic and computation-theoretic
measures to describe material structure that transcends previous methods based on exact …
measures to describe material structure that transcends previous methods based on exact …
General anesthesia reduces complexity and temporal asymmetry of the informational structures derived from neural recordings in Drosophila
We apply techniques from the field of computational mechanics to evaluate the statistical
complexity of neural recording data from fruit flies. First, we connect statistical complexity to …
complexity of neural recording data from fruit flies. First, we connect statistical complexity to …
Exact synchronization for finite-state sources
NF Travers, JP Crutchfield - Journal of Statistical Physics, 2011 - Springer
We analyze how an observer synchronizes to the internal state of a finite-state information
source, using the ϵ-machine causal representation. Here, we treat the case of exact …
source, using the ϵ-machine causal representation. Here, we treat the case of exact …
Many roads to synchrony: Natural time scales and their algorithms
We consider two important time scales—the Markov and cryptic orders—that monitor how an
observer synchronizes to a finitary stochastic process. We show how to compute these …
observer synchronizes to a finitary stochastic process. We show how to compute these …
Identifying peer influence in online social networks using transfer entropy
The past few years have witnessed the rapid growth of online social networks, which have
become important hubs of social activity and conduits of information. Identifying social …
become important hubs of social activity and conduits of information. Identifying social …
What did Erwin mean? The physics of information from the materials genomics of aperiodic crystals and water to molecular information catalysts and life
DP Varn, JP Crutchfield - Philosophical Transactions of …, 2016 - royalsocietypublishing.org
Erwin Schrödinger famously and presciently ascribed the vehicle transmitting the hereditary
information underlying life to an 'aperiodic crystal'. We compare and contrast this, only later …
information underlying life to an 'aperiodic crystal'. We compare and contrast this, only later …