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James P. Crutchfield
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2020 – today
- 2024
- [j32]Fabio Anza
, James P. Crutchfield
Maximum Geometric Quantum Entropy. Entropy 26(3): 225 (2024) - 2023
- [i103]David Gier, James P. Crutchfield:
Intrinsic and Measured Information in Separable Quantum Processes. CoRR abs/2303.00162 (2023) - [i102]Sarah E. Marzen, Paul M. Riechers, James P. Crutchfield:
Complexity-calibrated Benchmarks for Machine Learning Reveal When Next-Generation Reservoir Computer Predictions Succeed and Mislead. CoRR abs/2303.14553 (2023) - [i101]Adam Rupe, Karthik Kashinath, Nalini Kumar, James P. Crutchfield:
Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems. CoRR abs/2304.12586 (2023) - [i100]Christian Z. Pratt, Kyle J. Ray, James P. Crutchfield:
Dynamical Computing on the Nanoscale: Superconducting Circuits for Thermodynamically-Efficient Classical Information Processing. CoRR abs/2307.01926 (2023) - [i99]Adam T. Rupe, James P. Crutchfield:
On Principles of Emergent Organization. CoRR abs/2311.13749 (2023) - 2022
- [j31]Sarah E. Marzen, James P. Crutchfield
Probabilistic Deterministic Finite Automata and Recurrent Networks, Revisited. Entropy 24(1): 90 (2022) - [j30]David P. Feldman, James P. Crutchfield
Discovering Noncritical Organization: Statistical Mechanical, Information Theoretic, and Computational Views of Patterns in One-Dimensional Spin Systems. Entropy 24(9): 1282 (2022) - [j29]Sarah E. Marzen, James P. Crutchfield
Inference, Prediction, & Entropy-Rate Estimation of Continuous-Time, Discrete-Event Processes. Entropy 24(11): 1675 (2022) - [j28]Adam Rupe
Algebraic Theory of Patterns as Generalized Symmetries. Symmetry 14(8): 1636 (2022) - [i98]Kyle J. Ray, James P. Crutchfield:
Gigahertz Sub-Landauer Momentum Computing. CoRR abs/2202.07122 (2022) - [i97]Samuel P. Loomis, James P. Crutchfield:
Exploring Predictive States via Cantor Embeddings and Wasserstein Distance. CoRR abs/2206.04198 (2022) - [i96]James P. Crutchfield, Alexandra M. Jurgens:
Whale Casting: Remote mobile streaming humpback whale vocalizations to the world. CoRR abs/2212.02462 (2022) - 2021
- [i95]Alexandra M. Jurgens, James P. Crutchfield:
Divergent Predictive States: The Statistical Complexity Dimension of Stationary, Ergodic Hidden Markov Processes. CoRR abs/2102.10487 (2021) - [i94]Samuel P. Loomis
Nonequilibrium Thermodynamics in Measuring Carbon Footprints: Disentangling Structure and Artifact in Input-Output Accounting. CoRR abs/2106.03948 (2021) - [i93]Samuel P. Loomis
Topology, Convergence, and Reconstruction of Predictive States. CoRR abs/2109.09203 (2021) - [i92]Fabio Anza, James P. Crutchfield:
Quantum Information Dimension and Geometric Entropy. CoRR abs/2111.06374 (2021) - 2020
- [i91]Samuel P. Loomis, James P. Crutchfield:
Thermodynamically-Efficient Local Computation: Classical and quantum information reservoirs and generators. CoRR abs/2001.02258 (2020) - [i90]Alexandra M. Jurgens, James P. Crutchfield:
The Functional Thermodynamics of Finite-State Maxwellian Ratchets. CoRR abs/2003.00139 (2020) - [i89]Kyle J. Ray, James P. Crutchfield:
Variations on a Demonic Theme: Szilard's Other Engines. CoRR abs/2003.09990 (2020) - [i88]Sarah E. Marzen, James P. Crutchfield:
Inference, Prediction, and Entropy-Rate Estimation of Continuous-time, Discrete-event Processes. CoRR abs/2005.03750 (2020) - [i87]Haochen Wu, Ryan G. James, James P. Crutchfield, Raissa M. D'Souza:
Correlated structural evolution within multiplex networks. CoRR abs/2005.04487 (2020) - [i86]Alexander B. Boyd, James P. Crutchfield, Mile Gu:
Thermodynamic Machine Learning through Maximum Work Production. CoRR abs/2006.15416 (2020) - [i85]Alexandra M. Jurgens, James P. Crutchfield:
Shannon Entropy Rate of Hidden Markov Processes. CoRR abs/2008.12886 (2020) - [i84]Kyle J. Ray, Gregory Wimsatt, Alexander B. Boyd, James P. Crutchfield:
Non-Markovian Momentum Computing: Universal and Efficient. CoRR abs/2010.01152 (2020) - [i83]Adam Rupe, James P. Crutchfield:
Spacetime Autoencoders Using Local Causal States. CoRR abs/2010.05451 (2020) - [i82]Gregory W. Wimsatt, Alexander B. Boyd, Paul M. Riechers, James P. Crutchfield:
Refining Landauer's Stack: Balancing Error and Dissipation When Erasing Information. CoRR abs/2011.14235 (2020) - [i81]Nicolas Brodu, James P. Crutchfield:
Discovering Causal Structure with Reproducing-Kernel Hilbert Space ε-Machines. CoRR abs/2011.14821 (2020)
2010 – 2019
- 2019
- [j27]Ryan G. James
Unique Information and Secret Key Agreement. Entropy 21(1): 12 (2019) - [c8]Adam Rupe, Prabhat, James P. Crutchfield, Nalini Kumar, Vladislav Epifanov, Karthik Kashinath, Oleksandr Pavlyk, Frank Schlimbach, Mostofa Patwary, Sergey Maidanov, Victor W. Lee:
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems. MLHPC@SC 2019: 75-87 - [i80]Gregory Wimsatt, Olli-Pentti Saira, Alexander B. Boyd, Matthew H. Matheny, Siyuan Han, Michael L. Roukes, James P. Crutchfield:
Harnessing Fluctuations in Thermodynamic Computing via Time-Reversal Symmetries. CoRR abs/1906.11973 (2019) - [i79]Paul M. Riechers, James P. Crutchfield:
Fraudulent White Noise: Flat power spectra belie arbitrarily complex processes. CoRR abs/1908.11405 (2019) - [i78]Paul M. Riechers, Alexander B. Boyd, Gregory Wimsatt, James P. Crutchfield:
Balancing Error and Dissipation in Highly-Reliable Computing. CoRR abs/1909.06650 (2019) - [i77]Adam Rupe, Karthik Kashinath, Nalini Kumar, Victor W. Lee, Prabhat, James P. Crutchfield:
Towards Unsupervised Segmentation of Extreme Weather Events. CoRR abs/1909.07520 (2019) - [i76]Adam Rupe, Nalini Kumar, Vladislav Epifanov, Karthik Kashinath, Oleksandr Pavlyk, Frank Schlimbach, Mostofa Patwary, Sergey Maidanov, Victor W. Lee, Prabhat, James P. Crutchfield:
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems. CoRR abs/1909.11822 (2019) - [i75]Sarah E. Marzen, James P. Crutchfield:
Probabilistic Deterministic Finite Automata and Recurrent Networks, Revisited. CoRR abs/1910.07663 (2019) - [i74]Samuel P. Loomis, James P. Crutchfield:
Thermal Efficiency of Quantum Memory Compression. CoRR abs/1911.00998 (2019) - [i73]Tom Conte, Erik DeBenedictis, Natesh Ganesh, Todd Hylton, John Paul Strachan, R. Stanley Williams, Alexander A. Alemi, Lee Altenberg, Gavin E. Crooks, James P. Crutchfield, Lídia del Rio
Thermodynamic Computing. CoRR abs/1911.01968 (2019) - 2018
- [j26]Ryan G. James
dit: a Python package for discrete information theory. J. Open Source Softw. 3(25): 738 (2018) - [i72]Adam Rupe, James P. Crutchfield:
Local Causal States and Discrete Coherent Structures. CoRR abs/1801.00515 (2018) - [i71]Sarah E. Marzen, James P. Crutchfield:
Optimized Bacteria are Environmental Prediction Engines. CoRR abs/1802.03105 (2018) - [i70]Ryan G. James, Blanca Daniella Mansante Ayala, Bahti Zakirov, James P. Crutchfield:
Modes of Information Flow. CoRR abs/1808.06723 (2018) - [i69]Ryan G. James, Jeffrey Emenheiser, James P. Crutchfield:
A Perspective on Unique Information: Directionality, Intuitions, and Secret Key Agreement. CoRR abs/1808.08606 (2018) - [i68]Samuel P. Loomis, James P. Crutchfield:
Strong and Weak Optimizations in Classical and Quantum Models of Stochastic Processes. CoRR abs/1808.08639 (2018) - [i67]Ryan G. James, Jeffrey Emenheiser, James P. Crutchfield:
Unique Information and Secret Key Agreement. CoRR abs/1811.01745 (2018) - [i66]Alexander B. Boyd, Ayoti Patra, C. Jarzynski, James P. Crutchfield:
Shortcuts to Thermodynamic Computing: The Cost of Fast and Faithful Erasure. CoRR abs/1812.11241 (2018) - [i65]Adam Rupe, James P. Crutchfield:
Spacetime Symmetries, Invariant Sets, and Additive Subdynamics of Cellular Automata. CoRR abs/1812.11597 (2018) - 2017
- [j25]Vikram S. Vijayaraghavan, Ryan G. James, James P. Crutchfield
Anatomy of a Spin: The Information-Theoretic Structure of Classical Spin Systems. Entropy 19(5): 214 (2017) - [j24]Ryan G. James, James P. Crutchfield:
Multivariate Dependence beyond Shannon Information. Entropy 19(10): 531 (2017) - [i64]Ryan G. James, John R. Mahoney, James P. Crutchfield:
Trimming the Independent Fat: Sufficient Statistics, Mutual Information, and Predictability from Effective Channel States. CoRR abs/1702.01831 (2017) - [i63]Sarah E. Marzen, James P. Crutchfield:
Nearly Maximally Predictive Features and Their Dimensions. CoRR abs/1702.08565 (2017) - [i62]Sarah E. Marzen, James P. Crutchfield:
Structure and Randomness of Continuous-Time Discrete-Event Processes. CoRR abs/1704.04707 (2017) - [i61]Paul M. Riechers, James P. Crutchfield:
Spectral Simplicity of Apparent Complexity, Part I: The Nondiagonalizable Metadynamics of Prediction. CoRR abs/1705.08042 (2017) - [i60]Paul M. Riechers, James P. Crutchfield:
Spectral Simplicity of Apparent Complexity, Part II: Exact Complexities and Complexity Spectra. CoRR abs/1706.00883 (2017) - [i59]Sarah E. Marzen, James P. Crutchfield:
Prediction and Power in Molecular Sensors: Uncertainty and Dissipation When Conditionally Markovian Channels Are Driven by Semi-Markov Environments. CoRR abs/1707.03962 (2017) - [i58]Cina Aghamohammadi, Samuel P. Loomis, John R. Mahoney, James P. Crutchfield:
Extreme Quantum Advantage for Rare-Event Sampling. CoRR abs/1707.09553 (2017) - [i57]J. Ruebeck, Ryan G. James, John R. Mahoney, James P. Crutchfield:
Prediction and Generation of Binary Markov Processes: Can a Finite-State Fox Catch a Markov Mouse? CoRR abs/1708.00113 (2017) - [i56]Alexander B. Boyd, Dibyendu Mandal, James P. Crutchfield:
Above and Beyond the Landauer Bound: Thermodynamics of Modularity. CoRR abs/1708.03030 (2017) - [i55]Ryan G. James, Jeffrey Emenheiser, James P. Crutchfield:
Unique Information via Dependency Constraints. CoRR abs/1709.06653 (2017) - [i54]John R. Mahoney, Cina Aghamohammadi, James P. Crutchfield:
Classical and Quantum Factors of Channels. CoRR abs/1709.08101 (2017) - [i53]James P. Crutchfield:
The Origins of Computational Mechanics: A Brief Intellectual History and Several Clarifications. CoRR abs/1710.06832 (2017) - 2016
- [i52]Cina Aghamohammadi, John R. Mahoney, James P. Crutchfield:
The Ambiguity of Simplicity. CoRR abs/1602.08646 (2016) - [i51]Alexander B. Boyd, Dibyendu Mandal, James P. Crutchfield:
Correlation-powered Information Engines and the Thermodynamics of Self-Correction. CoRR abs/1606.08506 (2016) - [i50]Ryan G. James, James P. Crutchfield:
Multivariate Dependence Beyond Shannon Information. CoRR abs/1609.01233 (2016) - [i49]James P. Crutchfield, Cina Aghamohammadi:
Not All Fluctuations are Created Equal: Spontaneous Variations in Thermodynamic Function. CoRR abs/1609.02519 (2016) - [i48]Cina Aghamohammadi, John R. Mahoney, James P. Crutchfield:
Extreme Quantum Advantage when Simulating Strongly Coupled Classical Systems. CoRR abs/1609.03650 (2016) - [i47]Alexander B. Boyd, Dibyendu Mandal, James P. Crutchfield:
Leveraging Environmental Correlations: The Thermodynamics of Requisite Variety. CoRR abs/1609.05353 (2016) - [i46]Cina Aghamohammadi, James P. Crutchfield:
The Markov Memory for Generating Rare Events. CoRR abs/1610.07685 (2016) - [i45]Sarah E. Marzen, James P. Crutchfield:
Informational and Causal Architecture of Continuous-time Renewal and Hidden Semi-Markov Processes. CoRR abs/1611.01099 (2016) - [i44]Cina Aghamohammadi, James P. Crutchfield:
Thermodynamics of Random Number Generation. CoRR abs/1612.08459 (2016) - [i43]Alexander B. Boyd, Dibyendu Mandal, Paul M. Riechers, James P. Crutchfield:
Transient Dissipation and Structural Costs of Physical Information Transduction. CoRR abs/1612.08616 (2016) - 2015
- [j23]Sarah E. Marzen, James P. Crutchfield
Informational and Causal Architecture of Discrete-Time Renewal Processes. Entropy 17(7): 4891-4917 (2015) - [j22]James P. Crutchfield, Michael Robert DeWeese, Sarah E. Marzen:
Time resolution dependence of information measures for spiking neurons: scaling and universality. Frontiers Comput. Neurosci. 9: 105 (2015) - [i42]James P. Crutchfield, Sarah Marzen:
Signatures of Infinity: Nonergodicity and Resource Scaling in Prediction, Complexity, and Learning. CoRR abs/1504.00386 (2015) - [i41]Sarah E. Marzen, Michael Robert DeWeese, James P. Crutchfield:
Time Resolution Dependence of Information Measures for Spiking Neurons: Atoms, Scaling, and Universality. CoRR abs/1504.04756 (2015) - [i40]Pooneh M. Ara, Ryan G. James, James P. Crutchfield:
The Elusive Present: Hidden Past and Future Dependency and Why We Build Models. CoRR abs/1507.00672 (2015) - [i39]John R. Mahoney, Cina Aghamohammadi, James P. Crutchfield:
Occam's Quantum Strop: Synchronizing and Compressing Classical Cryptic Processes via a Quantum Channel. CoRR abs/1508.02760 (2015) - [i38]Dibyendu Mandal, Alexander B. Boyd, James P. Crutchfield:
Memoryless Thermodynamics? A Reply. CoRR abs/1508.03311 (2015) - [i37]Paul M. Riechers, John R. Mahoney, Cina Aghamohammadi, James P. Crutchfield:
A Closed-Form Shave from Occam's Quantum Razor: Exact Results for Quantum Compression. CoRR abs/1510.08186 (2015) - [i36]Vikram S. Vijayaraghavan, Ryan G. James, James P. Crutchfield:
Anatomy of a Spin: The Information-Theoretic Structure of Classical Spin Systems. CoRR abs/1510.08954 (2015) - [i35]Sarah E. Marzen, James P. Crutchfield:
Statistical Signatures of Structural Organization: The case of long memory in renewal processes. CoRR abs/1512.01859 (2015) - [i34]Ryan G. James, Nix Barnett, James P. Crutchfield:
Information Flows? A Critique of Transfer Entropies. CoRR abs/1512.06479 (2015) - 2014
- [j21]Nicholas F. Travers, James P. Crutchfield
Infinite Excess Entropy Processes with Countable-State Generators. Entropy 16(3): 1396-1413 (2014) - [j20]Virgil Griffith, Edwin K. P. Chong, Ryan G. James
Intersection Information Based on Common Randomness. Entropy 16(4): 1985-2000 (2014) - [j19]Sarah Marzen, James P. Crutchfield
Information Anatomy of Stochastic Equilibria. Entropy 16(9): 4713-4748 (2014) - [i33]Sarah Marzen, James P. Crutchfield:
Information Anatomy of Stochastic Equilibria. CoRR abs/1403.3864 (2014) - [i32]Paul M. Riechers, Dowman P. Varn, James P. Crutchfield:
Pairwise Correlations in Layered Close-Packed Structures. CoRR abs/1407.7159 (2014) - [i31]Sarah Marzen, James P. Crutchfield:
Informational and Causal Architecture of Discrete-Time Renewal Processes. CoRR abs/1408.6876 (2014) - [i30]Dowman P. Varn, James P. Crutchfield:
Chaotic Crystallography: How the physics of information reveals structural order in materials. CoRR abs/1409.5930 (2014) - [i29]Paul M. Riechers, Dowman P. Varn, James P. Crutchfield:
Diffraction Patterns of Layered Close-packed Structures from Hidden Markov Models. CoRR abs/1410.5028 (2014) - [i28]Nix Barnett, James P. Crutchfield:
Computational Mechanics of Input-Output Processes: Structured transformations and the ε-transducer. CoRR abs/1412.2690 (2014) - [i27]Sarah Marzen, James P. Crutchfield:
Circumventing the Curse of Dimensionality in Prediction: Causal Rate-Distortion for Infinite-Order Markov Processes. CoRR abs/1412.2859 (2014) - [i26]James P. Crutchfield, Ryan G. James, Sarah Marzen, Dowman P. Varn:
Understanding and Designing Complex Systems: Response to "A framework for optimal high-level descriptions in science and engineering - preliminary report". CoRR abs/1412.8520 (2014) - 2013
- [i25]Christopher C. Strelioff, James P. Crutchfield:
Bayesian Structural Inference for Hidden Processes. CoRR abs/1309.1392 (2013) - [i24]James P. Crutchfield, Christopher J. Ellison, Paul M. Riechers:
Exact Complexity: The Spectral Decomposition of Intrinsic Computation. CoRR abs/1309.3792 (2013) - [i23]Ryan G. James, Korana Burke, James P. Crutchfield:
Chaos Forgets and Remembers: Measuring Information Creation, Destruction, and Storage. CoRR abs/1309.5504 (2013) - [i22]Virgil Griffith, Edwin K. P. Chong, Ryan G. James, Christopher J. Ellison, James P. Crutchfield:
Intersection Information based on Common Randomness. CoRR abs/1310.1538 (2013) - 2012
- [j18]James P. Crutchfield, Sean Whalen:
Structural Drift: The Population Dynamics of Sequential Learning. PLoS Comput. Biol. 8(6) (2012) - 2011
- [i21]Ryan G. James, Christopher J. Ellison, James P. Crutchfield:
Anatomy of a Bit: Information in a Time Series Observation. CoRR abs/1105.2988 (2011) - [i20]Christopher J. Ellison, John R. Mahoney, Ryan G. James, James P. Crutchfield, Joerg Reichardt:
Information Symmetries in Irreversible Processes. CoRR abs/1107.2168 (2011) - [i19]John R. Mahoney, Christopher J. Ellison, Ryan G. James, James P. Crutchfield:
How Hidden are Hidden Processes? A Primer on Crypticity and Entropy Convergence. CoRR abs/1108.1510 (2011) - [i18]Nicholas F. Travers, James P. Crutchfield:
Infinite Excess Entropy Processes with Countable-State Generators. CoRR abs/1111.3393 (2011) - [i17]Nicholas F. Travers, James P. Crutchfield:
Equivalence of History and Generator Epsilon-Machines. CoRR abs/1111.4500 (2011) - 2010
- [j17]Alfred W. Hübler, James P. Crutchfield:
Order and disorder in open systems. Complex. 16(1): 6-9 (2010) - [j16]Karoline Wiesner
Computation in Sofic Quantum Dynamical Systems. Nat. Comput. 9(2): 317-327 (2010) - [c7]Sean Whalen, Matt Bishop, James P. Crutchfield:
Hidden Markov Models for Automated Protocol Learning. SecureComm 2010: 415-428 - [i16]James P. Crutchfield, Sean Whalen:
Structural Drift: The Population Dynamics of Sequential Learning. CoRR abs/1005.2714 (2010) - [i15]James P. Crutchfield, Christopher J. Ellison, Ryan G. James, John R. Mahoney:
Synchronization and Control in Intrinsic and Designed Computation: An Information-Theoretic Analysis of Competing Models of Stochastic Computation. CoRR abs/1007.5354 (2010) - [i14]Nicholas F. Travers, James P. Crutchfield:
Exact Synchronization for Finite-State Sources. CoRR abs/1008.4182 (2010) - [i13]Ryan G. James, John R. Mahoney, Christopher J. Ellison, James P. Crutchfield:
Many Roads to Synchrony: Natural Time Scales and Their Algorithms. CoRR abs/1010.5545 (2010) - [i12]B. D. Johnson, James P. Crutchfield, Christopher J. Ellison, Carl S. McTague:
Enumerating Finitary Processes. CoRR abs/1011.0036 (2010) - [i11]Nicholas F. Travers, James P. Crutchfield:
Asymptotic Synchronization for Finite-State Sources. CoRR abs/1011.1581 (2010) - [i10]James P. Crutchfield, Christopher J. Ellison:
The Past and the Future in the Present. CoRR abs/1012.0356 (2010)
2000 – 2009
- 2009
- [c6]James P. Crutchfield:
Computational Mechanics: Natural Computation and Self-organization. UC 2009: 3 - [i9]Christopher J. Ellison, John R. Mahoney, James P. Crutchfield:
Prediction, Retrodiction, and The Amount of Information Stored in the Present. CoRR abs/0905.3587 (2009) - 2008
- [j15]Olof Görnerup, James P. Crutchfield:
Hierarchical Self-Organization in the Finitary Process Soup. Artif. Life 14(3): 245-254 (2008) - [j14]Karoline Wiesner, James P. Crutchfield:
Language Diversity of Measured Quantum Processes. Int. J. Unconv. Comput. 4(1): 99-112 (2008) - 2007
- [c5]Karoline Wiesner
Computation in Sofic Quantum Dynamical Systems. UC 2007: 214-225 - [i8]Susanne Still, James P. Crutchfield:
Structure or Noise? CoRR abs/0708.0654 (2007) - [i7]Susanne Still, James P. Crutchfield, Christopher J. Ellison:
Optimal Causal Inference. CoRR abs/0708.1580 (2007) - 2006
- [j13]Carl S. McTague, James P. Crutchfield:
Automated pattern detection - An algorithm for constructing optimally synchronizing multi-regular language filters. Theor. Comput. Sci. 359(1-3): 306-328 (2006) - [i6]Christopher C. Strelioff, James P. Crutchfield:
How Random is a Coin Toss? Bayesian Inference and the Symbolic Dynamics of Deterministic Chaos. CoRR abs/cs/0611054 (2006) - 2004
- [j12]David P. Feldman, James P. Crutchfield:
Synchronizing to Periodicity: the Transient Information and Synchronization Time of Periodic Sequences. Adv. Complex Syst. 7(3-4): 329-355 (2004) - [i5]Carl S. McTague, James P. Crutchfield:
Automated Pattern Detection - An Algorithm for Constructing Optimally Synchronizing Multi-Regular Language Filters. CoRR cs.CV/0410017 (2004) - 2003
- [p1]James P. Crutchfield:
What Lies Between Order and Chaos? Art and Complexity 2003: 31-45 - 2002
- [j11]Cosma Rohilla Shalizi, James P. Crutchfield:
Information Bottlenecks, Causal States, and Statistical Relevance Bases: How to Represent Relevant Information in memoryless transduction. Adv. Complex Syst. 5(1): 91-96 (2002) - [c4]Francisco Jiménez-Morales, Melanie Mitchell, James P. Crutchfield:
Evolving One Dimensional Cellular Automata to Perform Non-trivial Collective Behavior Task: One Case Study. International Conference on Computational Science (1) 2002: 793-802 - [i4]Cosma Rohilla Shalizi, Kristina Lisa Shalizi, James P. Crutchfield:
An Algorithm for Pattern Discovery in Time Series. CoRR cs.LG/0210025 (2002) - 2001
- [j10]James P. Crutchfield, David P. Feldman:
Synchronizing to the Environment: Information-Theoretic Constraints on Agent Learning. Adv. Complex Syst. 4(2-3): 251-264 (2001) - [j9]Erik van Nimwegen, James P. Crutchfield:
Optimizing Epochal Evolutionary Search: Population-Size Dependent Theory. Mach. Learn. 45(1): 77-114 (2001) - [j8]Francisco Jiménez-Morales
Evolving two-dimensional cellular automata to perform density classification: A report on work in progress. Parallel Comput. 27(5): 571-585 (2001) - 2000
- [j7]Cristopher Moore
Quantum automata and quantum grammars. Theor. Comput. Sci. 237(1-2): 275-306 (2000) - [j6]Justin Werfel, Melanie Mitchell, James P. Crutchfield:
Resource sharing and coevolution in evolving cellular automata. IEEE Trans. Evol. Comput. 4(4): 388-393 (2000) - [i3]Cosma Rohilla Shalizi, James P. Crutchfield:
Pattern Discovery and Computational Mechanics. CoRR cs.LG/0001027 (2000) - [i2]Cosma Rohilla Shalizi, James P. Crutchfield:
Information Bottlenecks, Causal States, and Statistical Relevance Bases: How to Represent Relevant Information in Memoryless Transduction. CoRR nlin.AO/0006025 (2000)
1990 – 1999
- 1999
- [j5]Erik van Nimwegen
Statistical Dynamics of the Royal Road Genetic Algorithm. Theor. Comput. Sci. 229(1): 41-102 (1999) - [i1]Cosma Rohilla Shalizi, James P. Crutchfield:
Computational Mechanics: Pattern and Prediction, Structure and Simplicity. CoRR cond-mat/9907176 (1999) - 1998
- [c3]Wim Hordijk, James P. Crutchfield, Melanie Mitchell:
Mechanisms of Emergent Computation in Cellular Automata. PPSN 1998: 613-622 - 1996
- [j4]Jim Crutchfield, Ned Kahn:
Turbulent landscapes. Complex. 2(2): 3-7 (1996) - 1995
- [c2]Rajarshi Das, James P. Crutchfield, Melanie Mitchell, James E. Hanson:
Evolving Globally Synchronized Cellular Automata. ICGA 1995: 336-343 - 1994
- [c1]Rajarshi Das, Melanie Mitchell, James P. Crutchfield:
A Genetic Algorithm Discovers Particle-Based Computation in Cellular Automata. PPSN 1994: 344-353 - 1993
- [j3]Melanie Mitchell, Peter T. Hraber, James P. Crutchfield:
Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations. Complex Syst. 7(2) (1993)
1980 – 1989
- 1987
- [j2]James P. Crutchfield, Bruce S. McNamara:
Equations of Motion from a Data Series. Complex Syst. 1(3) (1987) - 1985
- [j1]David Campbell
Experimental Mathematics: The Role of Computation in Nonlinear Science. Commun. ACM 28(4): 374-384 (1985)
Coauthor Index
Sarah Marzen
aka: Sarah E. Marzen
aka: Sarah E. Marzen
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last updated on 2024-10-07 22:11 CEST by the dblp team
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