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Difference between revisions of "Module:Complexity"

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===Ryan's talks===
 
===Ryan's talks===
 
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<li> [[Media:Anatomy_talk.pdf Anatomy of a Bit]]
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<li> [[Media:Anatomy_talk.pdf | Anatomy of a Bit]]
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<li> [[Media:Markov_cryptic_talk.pdf | Length Scales in Complex Time Series]]
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==Readings==
 
==Readings==

Revision as of 15:26, 23 June 2011

Complex Systems Summer School 2011 Modules

Organized by Jim Crutchfield

Background

  • 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.

Lecture Notes

Ryan's talks

  1. Anatomy of a Bit
  2. Length Scales in Complex Time Series

Readings

The Calculi of 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

Online Labs

CMPy Notebook