Sarah E. Marzen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Discrete Event Systems

Dynamical Systems

Deterministic Finite Automata

Top Venues

Frontiers Comput. Neurosci.

Publications

Adam S. Shai, Sarah E. Marzen, Lucas Teixeira, Alexander Gietelink Oldenziel, Paul M. Riechers
Transformers represent belief state geometry in their residual stream. CoRR (2024)
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 (2023)
Sarah E. Marzen, James P. Crutchfield
Probabilistic Deterministic Finite Automata and Recurrent Networks, Revisited. Entropy 24 (1) (2022)
Sarah E. Marzen, James P. Crutchfield
Inference, Prediction, & Entropy-Rate Estimation of Continuous-Time, Discrete-Event Processes. Entropy 24 (11) (2022)
Sarah E. Marzen, James P. Crutchfield
Inference, Prediction, and Entropy-Rate Estimation of Continuous-time, Discrete-event Processes. CoRR (2020)
Sarah E. Marzen, James P. Crutchfield
Probabilistic Deterministic Finite Automata and Recurrent Networks, Revisited. CoRR (2019)
Sarah E. Marzen, James P. Crutchfield
Optimized Bacteria are Environmental Prediction Engines. CoRR (2018)
Sarah E. Marzen, James P. Crutchfield
Structure and Randomness of Continuous-Time Discrete-Event Processes. CoRR (2017)
Sarah E. Marzen, James P. Crutchfield
Nearly Maximally Predictive Features and Their Dimensions. CoRR (2017)
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 (2017)
Sarah E. Marzen, James P. Crutchfield
Informational and Causal Architecture of Continuous-time Renewal and Hidden Semi-Markov Processes. CoRR (2016)
Sarah E. Marzen, Michael Robert DeWeese, James P. Crutchfield
Time Resolution Dependence of Information Measures for Spiking Neurons: Atoms, Scaling, and Universality. CoRR (2015)
Sarah E. Marzen, James P. Crutchfield
Informational and Causal Architecture of Discrete-Time Renewal Processes. Entropy 17 (7) (2015)
Sarah E. Marzen, James P. Crutchfield
Statistical Signatures of Structural Organization: The case of long memory in renewal processes. CoRR (2015)
Sarah E. Marzen, Simon DeDeo
The evolution of lossy compression. CoRR (2015)
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 (2015)