160 citations · 817 across the 25 of their papers we have counts for
3 papers · 1 filter
Chaos Forgets and Remembers: Measuring Information Creation, Destruction, and Storage
Ryan G. James, Korana Burke, James P. Crutchfield
The hallmark of deterministic chaos is that it creates information---the rate being given by the Kolmogorov-Sinai metric entropy. Since its introduction half a century ago, the met…
Determinism, Complexity, and Predictability in Computer Performance
Joshua Garland, Ryan James, Elizabeth Bradley
Computers are deterministic dynamical systems (CHAOS 19:033124, 2009). Among other things, that implies that one should be able to use deterministic forecast rules to predict their…
Many Roads to Synchrony: Natural Time Scales and Their Algorithms
Ryan G. James, John R. Mahoney, Christopher J. Ellison +1
We consider two important time scales---the Markov and cryptic orders---that monitor how an observer synchronizes to a finitary stochastic process. We show how to compute these ord…