James P. Crutchfield
Orcid: 0000-0003-4466-5410
According to our database1,
James P. Crutchfield
authored at least 130 papers
between 1985 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
On csauthors.net:
Bibliography
2023
Dynamical Computing on the Nanoscale: Superconducting Circuits for Thermodynamically-Efficient Classical Information Processing.
CoRR, 2023
Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems.
CoRR, 2023
Complexity-calibrated Benchmarks for Machine Learning Reveal When Next-Generation Reservoir Computer Predictions Succeed and Mislead.
CoRR, 2023
2022
Inference, Prediction, & Entropy-Rate Estimation of Continuous-Time, Discrete-Event Processes.
Entropy, November, 2022
Entropy, 2022
Discovering Noncritical Organization: Statistical Mechanical, Information Theoretic, and Computational Views of Patterns in One-Dimensional Spin Systems.
Entropy, 2022
CoRR, 2022
CoRR, 2022
2021
Nonequilibrium Thermodynamics in Measuring Carbon Footprints: Disentangling Structure and Artifact in Input-Output Accounting.
CoRR, 2021
Divergent Predictive States: The Statistical Complexity Dimension of Stationary, Ergodic Hidden Markov Processes.
CoRR, 2021
2020
CoRR, 2020
CoRR, 2020
Inference, Prediction, and Entropy-Rate Estimation of Continuous-time, Discrete-event Processes.
CoRR, 2020
Thermodynamically-Efficient Local Computation: Classical and quantum information reservoirs and generators.
CoRR, 2020
2019
CoRR, 2019
CoRR, 2019
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems.
Proceedings of the 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2019
2018
CoRR, 2018
CoRR, 2018
Strong and Weak Optimizations in Classical and Quantum Models of Stochastic Processes.
CoRR, 2018
A Perspective on Unique Information: Directionality, Intuitions, and Secret Key Agreement.
CoRR, 2018
2017
Entropy, 2017
The Origins of Computational Mechanics: A Brief Intellectual History and Several Clarifications.
CoRR, 2017
Prediction and Generation of Binary Markov Processes: Can a Finite-State Fox Catch a Markov Mouse?
CoRR, 2017
Spectral Simplicity of Apparent Complexity, Part II: Exact Complexities and Complexity Spectra.
CoRR, 2017
Spectral Simplicity of Apparent Complexity, Part I: The Nondiagonalizable Metadynamics of Prediction.
CoRR, 2017
Prediction and Power in Molecular Sensors: Uncertainty and Dissipation When Conditionally Markovian Channels Are Driven by Semi-Markov Environments.
CoRR, 2017
Trimming the Independent Fat: Sufficient Statistics, Mutual Information, and Predictability from Effective Channel States.
CoRR, 2017
2016
Informational and Causal Architecture of Continuous-time Renewal and Hidden Semi-Markov Processes.
CoRR, 2016
Not All Fluctuations are Created Equal: Spontaneous Variations in Thermodynamic Function.
CoRR, 2016
CoRR, 2016
CoRR, 2016
CoRR, 2016
CoRR, 2016
2015
Time resolution dependence of information measures for spiking neurons: scaling and universality.
Frontiers Comput. Neurosci., 2015
Entropy, 2015
A Closed-Form Shave from Occam's Quantum Razor: Exact Results for Quantum Compression.
CoRR, 2015
Time Resolution Dependence of Information Measures for Spiking Neurons: Atoms, Scaling, and Universality.
CoRR, 2015
Statistical Signatures of Structural Organization: The case of long memory in renewal processes.
CoRR, 2015
Occam's Quantum Strop: Synchronizing and Compressing Classical Cryptic Processes via a Quantum Channel.
CoRR, 2015
Signatures of Infinity: Nonergodicity and Resource Scaling in Prediction, Complexity, and Learning.
CoRR, 2015
CoRR, 2015
2014
Chaotic Crystallography: How the physics of information reveals structural order in materials.
CoRR, 2014
CoRR, 2014
Circumventing the Curse of Dimensionality in Prediction: Causal Rate-Distortion for Infinite-Order Markov Processes.
CoRR, 2014
Understanding and Designing Complex Systems: Response to "A framework for optimal high-level descriptions in science and engineering - preliminary report".
CoRR, 2014
Computational Mechanics of Input-Output Processes: Structured transformations and the ε-transducer.
CoRR, 2014
2013
Chaos Forgets and Remembers: Measuring Information Creation, Destruction, and Storage.
CoRR, 2013
2012
PLoS Comput. Biol., 2012
2011
CoRR, 2011
2010
Synchronization and Control in Intrinsic and Designed Computation: An Information-Theoretic Analysis of Competing Models of Stochastic Computation
CoRR, 2010
Proceedings of the Security and Privacy in Communication Networks, 2010
2009
CoRR, 2009
Proceedings of the Unconventional Computation, 8th International Conference, 2009
2008
2007
2006
Automated pattern detection - An algorithm for constructing optimally synchronizing multi-regular language filters.
Theor. Comput. Sci., 2006
How Random is a Coin Toss? Bayesian Inference and the Symbolic Dynamics of Deterministic Chaos
CoRR, 2006
2004
Synchronizing to Periodicity: the Transient Information and Synchronization Time of Periodic Sequences.
Adv. Complex Syst., 2004
2003
2002
Information Bottlenecks, Causal States, and Statistical Relevance Bases: How to Represent Relevant Information in memoryless transduction.
Adv. Complex Syst., 2002
Evolving One Dimensional Cellular Automata to Perform Non-trivial Collective Behavior Task: One Case Study.
Proceedings of the Computational Science - ICCS 2002, 2002
2001
Evolving two-dimensional cellular automata to perform density classification: A report on work in progress.
Parallel Comput., 2001
Mach. Learn., 2001
Synchronizing to the Environment: Information-Theoretic Constraints on Agent Learning.
Adv. Complex Syst., 2001
2000
IEEE Trans. Evol. Comput., 2000
1999
1998
Proceedings of the Parallel Problem Solving from Nature, 1998
1996
1995
Evolving Globally Synchronized Cellular Automata.
Proceedings of the 6th International Conference on Genetic Algorithms, 1995
1994
Proceedings of the Parallel Problem Solving from Nature, 1994
1993
Complex Syst., 1993
1987
1985
Commun. ACM, 1985