228 citations · 1.3k across the 48 of their papers we have counts for
Showing 2019Show all
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cond-mat.stat-mech2019★ 34 cited
Thermodynamic costs of Turing Machines
Artemy Kolchinsky, David H. Wolpert
Turing Machines (TMs) are the canonical model of computation in computer science and physics. We combine techniques from algorithmic information theory and stochastic thermodynamic…
cs.IT2019★ 63 cited
A Novel Approach to the Partial Information Decomposition
Artemy Kolchinsky
We consider the "partial information decomposition" (PID) problem, which aims to decompose the information that a set of source random variables provide about a target random varia…
cs.IT2019★ 7 cited
Decomposing information into copying versus transformation
Artemy Kolchinsky, Bernat Corominas-Murtra
In many real-world systems, information can be transmitted in two qualitatively different ways: by copying or by transformation. Copying occurs when messages are transmitted withou…