97 citations · 406 across the 28 of their papers we have counts for
Showing 2016Show all
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cond-mat.stat-mech2016★ 32 cited
Informational and Causal Architecture of Continuous-time Renewal and Hidden Semi-Markov Processes
Sarah E. Marzen, James P. Crutchfield
We introduce the minimal maximally predictive models (ε-machines) of processes generated by certain hidden semi-Markov models. Their causal states are either hybrid discrete-contin…
q-bio.NC2016★ 11 cited
Weak universality in sensory tradeoffs
Sarah Marzen, Simon DeDeo
For many organisms, the number of sensory neurons is largely determined during development, before strong environmental cues are present. This is despite the fact that environments…
cs.NE2016★ 10 cited
Memory and Information Processing in Recurrent Neural Networks
Alireza Goudarzi, Sarah Marzen, Peter Banda +3
Recurrent neural networks (RNN) are simple dynamical systems whose computational power has been attributed to their short-term memory. Short-term memory of RNNs has been previously…