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1007.5354
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Synchronization and Control in Intrinsic and Designed Computation: An Information-Theoretic Analysis of Competing Models of Stochastic Computation
30 July 2010
James P. Crutchfield
C. J. Ellison
R. James
J. Mahoney
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Papers citing
"Synchronization and Control in Intrinsic and Designed Computation: An Information-Theoretic Analysis of Competing Models of Stochastic Computation"
11 / 11 papers shown
Transformers represent belief state geometry in their residual stream
A. Shai
Sarah E. Marzen
Lucas Teixeira
Alexander Gietelink Oldenziel
P. Riechers
AI4CE
501
42
0
24 May 2024
Ultimate limit on learning non-Markovian behavior: Fisher information rate and excess information
P. Riechers
136
3
0
06 Oct 2023
Complexity-calibrated Benchmarks for Machine Learning Reveal When Next-Generation Reservoir Computer Predictions Succeed and Mislead
Sarah E. Marzen
P. Riechers
James P. Crutchfield
296
2
0
25 Mar 2023
Learning Causal State Representations of Partially Observable Environments
Amy Zhang
Zachary Chase Lipton
Luis Villaseñor-Pineda
Kamyar Azizzadenesheli
Anima Anandkumar
Laurent Itti
Joelle Pineau
Tommaso Furlanello
CML
322
59
0
25 Jun 2019
The Origins of Computational Mechanics: A Brief Intellectual History and Several Clarifications
James P. Crutchfield
AI4CE
PINN
308
15
0
18 Oct 2017
The Elusive Present: Hidden Past and Future Dependency and Why We Build Models
Pooneh M. Ara
R. James
James P. Crutchfield
136
16
0
02 Jul 2015
How Hidden are Hidden Processes? A Primer on Crypticity and Entropy Convergence
J. Mahoney
C. J. Ellison
R. James
James P. Crutchfield
347
35
0
06 Aug 2011
Information Symmetries in Irreversible Processes
Chaos (Chaos), 2011
C. J. Ellison
J. Mahoney
R. James
James P. Crutchfield
J. Reichardt
278
29
0
12 Jul 2011
Anatomy of a Bit: Information in a Time Series Observation
R. James
C. J. Ellison
James P. Crutchfield
AI4TS
232
148
0
16 May 2011
Exact Synchronization for Finite-State Sources
Nicholas F. Travers
James P. Crutchfield
342
44
0
25 Aug 2010
Optimal Causal Inference: Estimating Stored Information and Approximating Causal Architecture
Chaos (Chaos), 2007
Susanne Still
James P. Crutchfield
C. J. Ellison
CML
651
54
0
11 Aug 2007
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