The stochastic thermodynamics of computation

DH Wolpert - Journal of Physics A: Mathematical and Theoretical, 2019 - iopscience.iop.org
One of the central concerns of computer science is how the resources needed to perform a
given computation depend on that computation. Moreover, one of the major resource …

Quantum and information thermodynamics: A unifying framework based on repeated interactions

P Strasberg, G Schaller, T Brandes, M Esposito - Physical Review X, 2017 - APS
We expand the standard thermodynamic framework of a system coupled to a thermal
reservoir by considering a stream of independently prepared units repeatedly put into …

Multifractal roots of suprapostural dexterity

DG Kelty-Stephen, IC Lee, NS Carver… - Human Movement …, 2021 - Elsevier
Visually guided postural control emerges in response to task constraints. Task constraints
generate physiological fluctuations that foster the exploration of available sensory …

The origins of computational mechanics: A brief intellectual history and several clarifications

JP Crutchfield - arXiv preprint arXiv:1710.06832, 2017 - arxiv.org
The principle goal of computational mechanics is to define pattern and structure so that the
organization of complex systems can be detected and quantified. Computational mechanics …

Thermodynamics of modularity: Structural costs beyond the Landauer bound

AB Boyd, D Mandal, JP Crutchfield - Physical Review X, 2018 - APS
Information processing typically occurs via the composition of modular units, such as the
universal logic gates found in discrete computation circuits. The benefit of modular …

Leveraging environmental correlations: The thermodynamics of requisite variety

AB Boyd, D Mandal, JP Crutchfield - Journal of Statistical Physics, 2017 - Springer
Key to biological success, the requisite variety that confronts an adaptive organism is the set
of detectable, accessible, and controllable states in its environment. We analyze its role in …

Information processing second law for an information ratchet with finite tape

L He, A Pradana, JW Cheong, LY Chew - Physical Review E, 2022 - APS
We model a class of discrete-time information ratchet with a finite tape and explore its
thermodynamic consequence as a Maxwell demon. We found that, although it supports the …

Information theory, predictability and the emergence of complex life

LF Seoane, RV Solé - Royal Society open science, 2018 - royalsocietypublishing.org
Despite the obvious advantage of simple life forms capable of fast replication, different levels
of cognitive complexity have been achieved by living systems in terms of their potential to …

Effects of correlation in an information ratchet with finite tape

L He, JW Cheong, A Pradana, LY Chew - Physical Review E, 2023 - APS
With the finite-tape autonomous information ratchet modeled by He et al.[Phys. Rev. E 105,
054131 (2022) 2470-0045 10.1103/PhysRevE. 105.054131], we recast the information …

Thermodynamic machine learning through maximum work production

AB Boyd, JP Crutchfield, M Gu - New Journal of Physics, 2022 - iopscience.iop.org
Adaptive systems—such as a biological organism gaining survival advantage, an
autonomous robot executing a functional task, or a motor protein transporting intracellular …