papers
Publications (9)
cs.NE2016
Memory and Information Processing in Recurrent Neural Networks
Alireza Goudarzi, Sarah Marzen, Peter Banda +3
physics.bio-ph2010
An equivalence between a Maximum Caliber analysis of two-state kinetics and the Ising model
Sarah Marzen, Dave Wu, Mandar Inamdar +1
cond-mat.stat-mech2015
Signatures of Infinity: Nonergodicity and Resource Scaling in Prediction, Complexity, and Learning
James P. Crutchfield, Sarah Marzen
cond-mat.stat-mech2014
Information Anatomy of Stochastic Equilibria
Sarah Marzen, James P. Crutchfield
cond-mat.stat-mech2014
Understanding and Designing Complex Systems: Response to "A framework for optimal high-level descriptions in science and engineering---preliminary report"
James P. Crutchfield, Ryan G. James, Sarah Marzen +1
cond-mat.stat-mech2017
Intrinsic computation of a Monod-Wyman-Changeux molecule
Sarah Marzen
q-bio.NC2016
Weak universality in sensory tradeoffs
Sarah Marzen, Simon DeDeo
cs.LG2017
The difference between memory and prediction in linear recurrent networks
Sarah Marzen
cond-mat.stat-mech2014
Circumventing the Curse of Dimensionality in Prediction: Causal Rate-Distortion for Infinite-Order Markov Processes
Sarah Marzen, James P. Crutchfield