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This letter exposes a tight connection between the thermodynamic efficiency of information processing and predictive inference.
Letter to P. G. Tait, 11 December 1867
J. C. Maxwell · 1911
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On the decrease of entropy in a thermodynamic system by the intervention of intelligent beings
L. Szilard · 1929
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Maxwell’s demon cannot operate: Information and entropy. I
L. Brillouin · 1951
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R. Landauer · 1961
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A learning algorithm for Boltzmann machines
D. H. Ackley, G. E. Hinton, and T. J. Sejnowski · 1985
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MaxwellÕs demon, SzilardÕs engine and quantum measurements
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Quantum-mechanical MaxwellÕs demon
S. Lloyd · 1997
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B. Gaveau and L. S. Schulman · 1997
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The information bottleneck method
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Beyond Boltzmann-Gibbs statistics: Maximum entropy hyperensembles out-of-equilibrium
G. E. Crooks · 2007
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Second law of thermodynamics with discrete quantum feedback control
T. Sagawa and M. Ueda · 2008
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Generalization of the second law for a transition between nonequilibrium states
K. Takara, H-H. Hasegawa, and D. J. Driebe · 2010
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Minimal energy cost for thermodynamic information processing: Measurement and information erasure
T. Sagawa and M. Ueda · 2011
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Quantum szilard engine
S. W. Kim, T. Sagawa, S. De Liberato, and M. Ueda · 2011
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Modeling MaxwellÕs demon with a microcanonical Szilard engine
S. Vaikuntanathan and C. Jarzynski · 2011
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Experimental verification of Landauer’s principle linking information and thermodynamics
A. Bérut, A. Arakelyan, A. Petrosyan, S. Ciliberto, R. Dillenschneider, and E. Lutz · 2012
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Work and information processing in a solvable model of MaxwellÕs demon
D. Mandal and C. Jarzynski · 2012
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Nonequilibrium thermodynamics of feedback control
T. Sagawa and M. Ueda · 2012
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Quantum speed limit for non-markovian dynamics
S. Deffner E. and Lutz · 2013
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Heat engine driven by purely quantum information
J. J. Park, K.-H. Kim, T. Sagawa, and S. W. Kim · 2013
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Experimental test of landauerÕs principle in single-bit operations on nanomagnetic memory bits
J. Hong, B. Lambson, S. Dhuey, and J. Bokor · 2016
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Erasure without work in an asymmetric double-well potential
M. Gavrilov and J. Bechhoefer · 2016
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Quantum work and the thermodynamic cost of quantum measurements
S. Deffner, J. P. Paz, and W. H. Zurek · 2016
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Axiomatic relation between thermodynamic and information-theoretic entropies
M. Weilenmann, L. Kraemer, P. Faist, and R. Renner · 2016
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The role of quantum information in thermodynamics — a topical review
J. Goold, M. Huber, A. Riera, L. del Rio, and Paul Skrzypczyk · 2016
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Direct measurement of nonequilibrium system entropy is consistent with Gibbs-Shannon form
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One-shot lossy quantum data compression
N. Datta, J. M Renes, R. Renner, and M. M. Wilde · 2013
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Engineering Maxwell’s demon
Z. Lu, D. Mandal, and C. Jarzynski · 2014
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Experimental study of mutual information in a Maxwell Demon
J. V. Koski, V. F. Maisi, T. Sagawa, and J. P. Pekola · 2014
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High-precision test of landauer’s principle in a feedback trap
Y. Jun, M. Gavrilov, and J. Bechhoefer · 2014
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Lossy is lazy
S. Still · 2014
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Information bottleneck approach to predictive inference
S. Still · 2014
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M. Gavrilov, R. Chétrite, and J. Bechhoefer · 2017
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When memory pays: Discord in hidden markov models
E. Lathouwers and J. Bechhoefer · 2017
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Quantum and information thermodynamics: a unifying framework based on repeated interactions
P. Strasberg, G. Schaller, T. Brandes, and M. Esposito · 2017
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The underdamped brownian duet and stochastic linear irreversible thermodynamics
K. Proesmans and C. Van den Broeck · 2017
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Quantum speed limits: from heisenbergÕs uncertainty principle to optimal quantum control
S. Deffner and S. Campbell · 2017
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Nanoscale virtual potentials using optical tweezers
A. Kumar and J. Bechhoefer · 2018
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Lossless brownian information engine
G. Paneru, D. Y. Lee, T. Tlusty, and H. K. Pak · 2018
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Experimental realization of an information machine with tunable temporal correlations
T. Admon, S. Rahav, and Y. Roichman · 2018
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Fundamental work cost of quantum processes
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The energetics of computing in life and machines
D. H. Wolpert, C. Kempes, P. F. Stadler, and J. A. Grochow, editors · 2019
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Biochemical szilard engines for memory-limited inference
R. A. Brittain, N. S. Jones, and T. E. Ouldridge · 2019
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Implications of non-markovian dynamics on information-driven engine
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