List of Publications

1. D.P. Feldman and J.P. Crutchfield, Synchronizing to Periodicity: The Transient Information and Synchronization Time of Periodic Sequences. Advances in Complex Systems. 7(3-4): 329-355, 2004.

2. D.P. Feldman and J.P. Crutchfield, Structural Information in Two-Dimensional Patterns: Entropy Convergence and Excess Entropy. Physical Review E. 67:051104. 2003.

3. J.P. Crutchfield and D.P. Feldman, Regularities Unseen, Randomness Observed: The Entropy Convergence Hierarchy. Chaos, 15: 25-54. 2003.

4. J.P. Crutchfield and D.P. Feldman, Synchronizing to the Environment: Information Theoretic Constraints on Agent Learning. Advances in Complex Systems, 4:251-264, 2001.

5. J. P. Crutchfield, D. P. Feldman, and C. R. Shalizi, Comment I on ``Simple Measure for Complexity''. Physical Review E, 62:(2), pp. 2996-7, 2000.

6. D. P. Feldman, Computational Mechanics of Classical Spin Systems, Ph.D. Dissertation, Physics Department, University of California, Davis, (September, 1998).

7. D.P. Feldman and J. P. Crutchfield, Discovering Non-critical Organization: Statistical Mechanical, Information Theoretic, and Computational Views of Patterns in Simple One-Dimensional Spin Systems. Santa Fe Institute Working Paper 98-04-026.

8. D. P. Feldman and J.P. Crutchfield, Statistical Measures of Complexity: Why? Physics Letters A, 238:(4-5), 244-252, 1998.

9. J. P. Crutchfield and D. P. Feldman, Statistical Complexity of Simple One-Dimensional Spin Systems, Physical Review E, 55:(2), R1239-42. 1997.

In Preparation:

• D.P. Feldman, C. McTague and J.P. Crutchfield, Organization of Intrinsic Computation: Complexity-Entropy Diagrams.

Book Reviews:

• Review of "Monte Carlo Methods in Statistical Physics", by M.E.J. Newman and G.T. Barkema. Computers in Science and Engineering, 2:73-4, 2000.

Unpublished:

• You might also want to look at a set of lecture notes on information theory, entropy convergence and computational mechanics that I developed. These should provide a moderately gentle introduction to many of the theoretical tools I use in my research.