Thermodynamic efficiency of information and heat flow
arXiv:0907.3320 · doi:10.1088/1742-5468/2009/09/P09011
Abstract
A basic task of information processing is information transfer (flow). Here we study a pair of Brownian particles each coupled to a thermal bath at temperature and , respectively. The information flow in such a system is defined via the time-shifted mutual information. The information flow nullifies at equilibrium, and its efficiency is defined as the ratio of flow over the total entropy production in the system. For a stationary state the information flows from higher to lower temperatures, and its the efficiency is bound from above by . This upper bound is imposed by the second law and it quantifies the thermodynamic cost for information flow in the present class of systems. It can be reached in the adiabatic situation, where the particles have widely different characteristic times. The efficiency of heat flow|defined as the heat flow over the total amount of dissipated heat|is limited from above by the same factor. There is a complementarity between heat- and information-flow: the setup which is most efficient for the former is the least efficient for the latter and {\it vice versa}. The above bound for the efficiency can be [transiently] overcome in certain non-stationary situations, but the efficiency is still limited from above. We study yet another measure of information-processing [transfer entropy] proposed in literature. Though this measure does not require any thermodynamic cost, the information flow and transfer entropy are shown to be intimately related for stationary states.
19 pages, 1 figure
References in corpus (7)
- The Physics of Maxwell's demon and information
- Brownian Entanglement
- Information Transfer and Landauer's Principle
- Heat conductivity in small quantum systems: Kubo formula in Liouville space
- Time Evolution In Macroscopic Systems. II: The Entropy
- Time Evolution In Macroscopic Systems. I: Equations of Motion
- Information dynamics: Temporal behavior of uncertainty measures
Cited by in corpus (54)
- Thermodynamics with continuous information flow
- Semantic information, autonomous agency, and nonequilibrium statistical physics
- Efficiency of cellular information processing
- Maxwell's demon in biochemical signal transduction with feedback loop
- Fluctuation Theorem for Partially-masked Nonequilibrium Dynamics
- Second-law-like inequalities with information and their interpretations
- Irreversibility, heat and information flows induced by non-reciprocal interactions
- Estimating entropy production by machine learning of short-time fluctuating currents
- Stochastic thermodynamic interpretation of information geometry
- Non-equilibrium and information: the role of cross-correlations
- Stochastic time-evolution, information geometry and the Cramer-Rao Bound
- Coherence-enhanced efficiency of feedback-driven quantum engines
- Stochastic thermodynamics with information reservoirs
- Geometrical aspects of entropy production in stochastic thermodynamics based on Wasserstein distance
- Sensory capacity: an information theoretical measure of the performance of a sensor
- Multipartite information flow for multiple Maxwell demons
- Stochastic thermodynamics of Langevin systems under time-delayed feedback control: I. Second-law-like inequalities
- Stochastic Thermodynamics of Learning
- Role of measurement-feedback separation in autonomous Maxwell's demons
- Thermodynamic limits to information harvesting by sensory systems
- Hidden Markov models for stochastic thermodynamics
- Maximum work extraction and implementation costs for non-equilibrium Maxwell's demons
- Nonequilibrium uncertainty principle from information geometry
- Information Geometric Inequalities of Chemical Thermodynamics
- Energy and information flows in autonomous systems
- Thermodynamics of stochastic Turing machines
- Backward transfer entropy: Informational measure for detecting hidden Markov models and its interpretations in thermodynamics, gambling and causality
- Linear Irreversible Thermodynamics and Onsager Reciprocity for Information-driven Engines
- Information thermodynamics for interacting stochastic systems without bipartite structure
- Continuous information flow fluctuations
- Measurement-feedback formalism meets information reservoirs
- Thermodynamic aspects of information transfer in complex dynamical systems
- What we learn from the learning rate
- Information-theoretic analysis of the directional influence between cellular processes
- Role of sufficient statistics in stochastic thermodynamics and its implication to sensory adaptation
- Internal energy and information flows mediate input and output power in bipartite molecular machines
- Effective thermodynamics of two interacting underdamped Brownian particles
- Biochemical Szilard engines for memory-limited inference
- Trade-offs in delayed information transmission in biochemical networks
- Stationary engines in and beyond the linear response regime at the Carnot efficiency
- Thermodynamics of collective enhancement of precision
- Information Arbitrage in Bipartite Heat Engines
- Quantifying configurational information for a stochastic particle in a flow-field
- Entropy balance and Information processing in bipartite and non-bipartite composite systems
- Reversible feedback confinement
- Information thermodynamics: from physics to neuroscience
- Thermodynamic efficiency of learning a rule in neural networks
- Relations Between Work and Entropy Production for General Information-Driven, Finite-State Engines
- Experimental realization of an analog of entanglement between two Brownian particles
- Thermodynamic role of main reaction pathway and multi-body information flow in membrane transport
- Speed-accuracy relations for diffusion models: Wisdom from nonequilibrium thermodynamics and optimal transport
- Dissipation in non-steady state regulatory circuits
- Bounds on the rates of statistical divergences and mutual information via stochastic thermodynamics
- Thermodynamic efficiency of self-organisation in nonequilibrium steady states