Organized by Jim Crutchfield
T. Cover and J.Thomas, Elements of Information Theory,
Wiley, Second Edition (2006) Chapters 1 - 7.
M. Li and P.M.B.Vitanyi, An Introduction to Kolmogorov Complexity and its Applications ,
Springer, New York (1993).
J. P. Crutchfield and D. P. Feldman,
“Regularities Unseen, Randomness Observed: Levels of Entropy Convergence”,CHAOS
13:1 (2003) 25-54.
- Anatomy of an Observation
- Length Scales in Complex Time Series
The Calculi of Emergence
An Information-Theoretic Primer on Complexity, Self-Organisation and Emergence
Pattern Discovery and Computational Mechanics
Many Roads to Synchrony: Natural Time Scales and Their Algorithms
Synchronization and Control in Intrinsic and Designed Computation: An Information-Theoretic Analysis of Competing Models of Stochastic Computation
Information Accessibility and Cryptic Processes
Prediction, Retrodiction, and The Amount of Information Stored in the Present
The Organization of Intrinsic Computation: Complexity-Entropy Diagrams and the Diversity of Natural Information Processing
Anatomy of a Bit
Information modification and particle collisions in distributed computation
Reconstruction of Epsilon-Machines in Predictive Frameworks and Decisional States
A measure of statistical complexity based on predictive information