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James P. Crutchfield

Identifiers

  • name variant James P. Crutchfield 0.60 · backfill

Papers (92)

  1. Spacetime Symmetries, Invariant Sets, and Additive Subdynamics of Cellular Automata cond-mat.stat-mech · 2018 · author #2
  2. Unique Information and Secret Key Agreement cs.IT · 2018 · author #3
  3. A Perspective on Unique Information: Directionality, Intuitions, and Secret Key Agreement cs.IT · 2018 · author #3
  4. Modes of Information Flow cond-mat.stat-mech · 2018 · author #4
  5. Optimized Bacteria are Environmental Prediction Engines q-bio.PE · 2018 · author #2
  6. Local Causal States and Discrete Coherent Structures cond-mat.stat-mech · 2018 · author #2
  7. Causal Asymmetry in a Quantum World quant-ph · 2017 · author #4
  8. The Origins of Computational Mechanics: A Brief Intellectual History and Several Clarifications cond-mat.stat-mech · 2017 · author #1
  9. Unique Information via Dependency Constraints cond-mat.stat-mech · 2017 · author #3
  10. Above and Beyond the Landauer Bound: Thermodynamics of Modularity cond-mat.stat-mech · 2017 · author #3
  11. Prediction and Power in Molecular Sensors: Uncertainty and Dissipation When Conditionally Markovian Channels Are Driven by Semi-Markov Environments cond-mat.stat-mech · 2017 · author #2
  12. Spectral Simplicity of Apparent Complexity, Part II: Exact Complexities and Complexity Spectra nlin.CD · 2017 · author #2
  13. Spectral Simplicity of Apparent Complexity, Part I: The Nondiagonalizable Metadynamics of Prediction nlin.CD · 2017 · author #2
  14. Nearly Maximally Predictive Features and Their Dimensions cond-mat.stat-mech · 2017 · author #2
  15. Trimming the Independent Fat: Sufficient Statistics, Mutual Information, and Predictability from Effective Channel States cond-mat.stat-mech · 2017 · author #3
  16. Transient Dissipation and Structural Costs of Physical Information Transduction cond-mat.stat-mech · 2016 · author #4
  17. Informational and Causal Architecture of Continuous-time Renewal and Hidden Semi-Markov Processes cond-mat.stat-mech · 2016 · author #2
  18. Leveraging Environmental Correlations: The Thermodynamics of Requisite Variety cond-mat.stat-mech · 2016 · author #3
  19. Not All Fluctuations are Created Equal: Spontaneous Variations in Thermodynamic Function cond-mat.stat-mech · 2016 · author #1
  20. Multivariate Dependence Beyond Shannon Information cs.IT · 2016 · author #2
  21. Beyond the Spectral Theorem: Spectrally Decomposing Arbitrary Functions of Nondiagonalizable Operators math-ph · 2016 · author #2
  22. Correlation-powered Information Engines and the Thermodynamics of Self-Correction cond-mat.stat-mech · 2016 · author #3
  23. Patterns of patterns of synchronization: Noise induced attractor switching in rings of coupled nonlinear oscillators nlin.AO · 2016 · author #4
  24. The Ambiguity of Simplicity quant-ph · 2016 · author #3
  25. Information Flows? A Critique of Transfer Entropies cond-mat.stat-mech · 2015 · author #3
  26. Statistical Signatures of Structural Organization: The case of long memory in renewal processes cond-mat.stat-mech · 2015 · author #2
  27. A Closed-Form Shave from Occam's Quantum Razor: Exact Results for Quantum Compression quant-ph · 2015 · author #4
  28. What did Erwin Mean? The Physics of Information from the Materials Genomics of Aperiodic Crystals and Water to Molecular Information Catalysts and Life cond-mat.mtrl-sci · 2015 · author #2
  29. Memoryless Thermodynamics? A Reply cond-mat.stat-mech · 2015 · author #3
  30. The Elusive Present: Hidden Past and Future Dependency and Why We Build Models cond-mat.stat-mech · 2015 · author #3
  31. Demon Dynamics: Deterministic Chaos, the Szilard Map, and the Intelligence of Thermodynamic Systems cond-mat.stat-mech · 2015 · author #2
  32. Time Resolution Dependence of Information Measures for Spiking Neurons: Atoms, Scaling, and Universality q-bio.NC · 2015 · author #3
  33. Signatures of Infinity: Nonergodicity and Resource Scaling in Prediction, Complexity, and Learning cond-mat.stat-mech · 2015 · author #1
  34. Understanding and Designing Complex Systems: Response to "A framework for optimal high-level descriptions in science and engineering---preliminary report" cond-mat.stat-mech · 2014 · author #1
  35. Circumventing the Curse of Dimensionality in Prediction: Causal Rate-Distortion for Infinite-Order Markov Processes cond-mat.stat-mech · 2014 · author #2
  36. Computational Mechanics of Input-Output Processes: Structured transformations and the $\epsilon$-transducer cond-mat.stat-mech · 2014 · author #2
  37. Chaotic Crystallography: How the physics of information reveals structural order in materials cond-mat.mtrl-sci · 2014 · author #2
  38. Information Anatomy of Stochastic Equilibria cond-mat.stat-mech · 2014 · author #2
  39. Intersection Information based on Common Randomness cs.IT · 2013 · author #5
  40. Chaos Forgets and Remembers: Measuring Information Creation, Destruction, and Storage nlin.CD · 2013 · author #3
  41. Exact Complexity: The Spectral Decomposition of Intrinsic Computation cond-mat.stat-mech · 2013 · author #1
  42. Bayesian Structural Inference for Hidden Processes stat.ML · 2013 · author #2
  43. Equivalence of History and Generator Epsilon-Machines math.PR · 2011 · author #2
  44. Infinite Excess Entropy Processes with Countable-State Generators cs.IT · 2011 · author #2
  45. How Hidden are Hidden Processes? A Primer on Crypticity and Entropy Convergence physics.data-an · 2011 · author #4
  46. Information Symmetries in Irreversible Processes cond-mat.stat-mech · 2011 · author #4
  47. Anatomy of a Bit: Information in a Time Series Observation cs.IT · 2011 · author #3
  48. The Past and the Future in the Present nlin.CD · 2010 · author #1
  49. Asymptotic Synchronization for Finite-State Sources nlin.CD · 2010 · author #2
  50. Many Roads to Synchrony: Natural Time Scales and Their Algorithms nlin.CD · 2010 · author #4
  51. How the Dimension of Space Affects the Products of Pre-Biotic Evolution: The Spatial Population Dynamics of Structural Complexity and The Emergence of Membranes q-bio.PE · 2010 · author #2
  52. Exact Synchronization for Finite-State Sources nlin.CD · 2010 · author #2
  53. Synchronization and Control in Intrinsic and Designed Computation: An Information-Theoretic Analysis of Competing Models of Stochastic Computation cond-mat.stat-mech · 2010 · author #1
  54. Structural Drift: The Population Dynamics of Sequential Learning q-bio.PE · 2010 · author #1
  55. Information Accessibility and Cryptic Processes: Linear Combinations of Causal States cond-mat.stat-mech · 2009 · author #3
  56. Information Accessibility and Cryptic Processes cond-mat.stat-mech · 2009 · author #3
  57. Prediction, Retrodiction, and The Amount of Information Stored in the Present cond-mat.stat-mech · 2009 · author #3
  58. Time's Barbed Arrow: Irreversibility, Crypticity, and Stored Information cond-mat.stat-mech · 2009 · author #1
  59. The Organization of Intrinsic Computation: Complexity-Entropy Diagrams and the Diversity of Natural Information Processing nlin.CD · 2008 · author #3
  60. Entomogenic Climate Change q-bio.PE · 2008 · author #2
  61. Optimal Causal Inference: Estimating Stored Information and Approximating Causal Architecture cs.IT · 2007 · author #2
  62. Structure or Noise? physics.data-an · 2007 · author #2
  63. Primordial Evolution in the Finitary Process Soup q-bio.PE · 2007 · author #2
  64. Computation in Sofic Quantum Dynamical Systems quant-ph · 2007 · author #2
  65. Inferring Markov Chains: Bayesian Estimation, Model Comparison, Entropy Rate, and Out-of-class Modeling math.ST · 2007 · author #2
  66. Insects, Trees, and Climate: The Bioacoustic Ecology of Deforestation and Entomogenic Climate Change q-bio.PE · 2006 · author #2
  67. Language Diversity of Measured Quantum Processes quant-ph · 2006 · author #2
  68. Intrinsic Quantum Computation quant-ph · 2006 · author #1
  69. Infinite Correlation in Measured Quantum Processes quant-ph · 2006 · author #2
  70. How Random is a Coin Toss? Bayesian Inference and the Symbolic Dynamics of Deterministic Chaos cs.LG · 2006 · author #2
  71. Computation in Finitary Stochastic and Quantum Processes quant-ph · 2006 · author #2
  72. Hierarchical Self-Organization in the Finitary Process Soup nlin.AO · 2006 · author #2
  73. Automated Pattern Detection--An Algorithm for Constructing Optimally Synchronizing Multi-Regular Language Filters cs.CV · 2004 · author #2
  74. Objects That Make Objects: The Population Dynamics of Structural Complexity nlin.AO · 2004 · author #1
  75. Reductions of Hidden Information Sources math.PR · 2004 · author #2
  76. Structural Information in Two-Dimensional Patterns: Entropy Convergence and Excess Entropy cond-mat.stat-mech · 2002 · author #2
  77. An Algorithm for Pattern Discovery in Time Series cs.LG · 2002 · author #3
  78. Synchronizing to Periodicity: The Transient Information and Synchronization Time of Periodic Sequences nlin.AO · 2002 · author #2
  79. Coupled Replicator Equations for the Dynamics of Learning in Multiagent Systems nlin.AO · 2002 · author #2
  80. Synchronizing to the Environment: Information Theoretic Constraints on Agent Learning nlin.AO · 2001 · author #1
  81. Regularities Unseen, Randomness Observed: Levels of Entropy Convergence cond-mat.stat-mech · 2001 · author #1
  82. Upper Bound on the Products of Particle Interactions in Cellular Automata nlin.CG · 2000 · author #3
  83. Resource Sharing and Coevolution in Evolving Cellular Automata adap-org · 1999 · author #3
  84. Metastable Evolutionary Dynamics: Crossing Fitness Barriers or Escaping via Neutral Paths? adap-org · 1999 · author #2
  85. Comment on "Simple Measure of Complexity" chao-dyn · 1999 · author #1
  86. Neutral Evolution of Mutational Robustness adap-org · 1999 · author #2
  87. The Evolutionary Unfolding of Complexity adap-org · 1999 · author #1
  88. Optimizing Epochal Evolutionary Search: Population-Size Dependent Theory adap-org · 1998 · author #2
  89. Optimizing Epochal Evolutionary Search: Population-Size Independent Theory adap-org · 1998 · author #2
  90. The Evolutionary Design of Collective Computation in Cellular Automata adap-org · 1998 · author #1
  91. Thermodynamic Depth of Causal States: When Paddling around in Occam's Pool Shallowness Is a Virtue cond-mat.stat-mech · 1998 · author #1
  92. Quantum Automata and Quantum Grammars quant-ph · 1997 · author #2

Mentions

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Frequent Coauthors