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The Resource Information Thermodynamics on Causal Networks and Its Application to Biochemical Signal Transduction

Information Thermodynamics on Causal Networks and Its Application to Biochemical Signal Transduction

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Information Thermodynamics on Causal Networks and Its Application to Biochemical Signal Transduction
Title
Information Thermodynamics on Causal Networks and Its Application to Biochemical Signal Transduction
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Subject
Language
eng
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Cataloging source
MiAaPQ
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Springer Theses Ser
Information Thermodynamics on Causal Networks and Its Application to Biochemical Signal Transduction
Label
Information Thermodynamics on Causal Networks and Its Application to Biochemical Signal Transduction
Link
http://libproxy.rpi.edu/login?url=https://ebookcentral.proquest.com/lib/rpi/detail.action?docID=4595466
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Copyright
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Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • "Supervisorâ{u0080}{u0099}s Foreword" -- "Parts of this thesis have been published in the following journal article:" -- "Acknowledgments" -- "Contents" -- "1 Introduction to Information Thermodynamics on Causal Networks" -- "References" -- "2 Review of Classical Information Theory" -- "2.1 Entropy" -- "2.1.1 Shannon Entropy" -- "2.1.2 Relative Entropy" -- "2.1.3 Mutual Information" -- "2.1.4 Transfer Entropy" -- "2.2 Noisy-Channel Coding Theorem" -- "2.2.1 Communication Channel" -- "2.2.2 Noisy-Channel Coding Theorem" -- "References" -- "3 Stochastic Thermodynamics for Small System" -- "3.1 Stochastic Thermodynamics" -- "3.1.1 Detailed Fluctuation Theorem" -- "3.1.2 Entropy Production" -- "3.1.3 Relative Entropy and the Second Law of Thermodynamics" -- "3.1.4 Stochastic Relative Entropy and Integral Fluctuation Theorem" -- "3.2 Steady State Thermodynamics and Feedback Cooling" -- "3.2.1 Housekeeping Heat and Excess Heat" -- "3.2.2 Stochastic Relative Entropy and Hatano--Sasa Identity" -- "3.2.3 Stochastic Relative Entropy and Feedback Cooling" -- "References" -- "4 Information Thermodynamics Under Feedback Control" -- "4.1 Feedback Control and Entropy Production" -- "4.1.1 Stochastic Relative Entropy and Sagawa--Ueda Relation" -- "4.1.2 Maxwell's Demon Interpretation of Sagawa--Ueda Relation" -- "4.2 Comparison Between Sagawa--Ueda Relation and the Second Law" -- "4.2.1 Total Entropy Production and Sagawa--Ueda Relation" -- "References" -- "5 Bayesian Networks and Causal Networks" -- "5.1 Bayesian Networks" -- "5.1.1 Directed Acyclic Graph" -- "5.1.2 Bayesian Networks" -- "5.2 Causal Networks" -- "5.2.1 Causal Networks" -- "5.2.2 Examples of Causal Networks" -- "References" -- "6 Information Thermodynamics on Causal Networks" -- "6.1 Entropy on Causal Networks" -- "6.1.1 Entropy Production on Causal Networks"
  • "6.1.2 Examples of Entropy Production on Causal Networks" -- "6.1.3 Transfer Entropy on Causal Networks" -- "6.1.4 Initial and Final Correlations on Causal Networks" -- "6.2 Generalized Second Law on Causal Networks" -- "6.2.1 Relative Entropy and Generalized Second Law" -- "6.2.2 Examples of Generalized Second Law on Causal Networks" -- "6.2.3 Coupled Chemical Reaction Model with Time-Delayed Feedback Loop" -- "References" -- "7 Application to Biochemical Signal Transduction" -- "7.1 Biochemical Signal Transduction" -- "7.1.1 Sensory Adaptation" -- "7.1.2 Mutual Information in Biochemical Signal Transduction" -- "7.2 Information Thermodynamics in Biochemical Signal Transduction" -- "7.2.1 Coupled Langevin Model of Sensory Adaptation" -- "7.2.2 Information Thermodynamics and Robustness of Adaptation" -- "7.2.3 Information Thermodynamics and Conventional Thermordynamics" -- "7.2.4 Analytical Calculations" -- "7.3 Information Thermodynamics and Noisy-Channel Coding Theorem" -- "7.3.1 Analogical Similarity" -- "7.3.2 Difference and Biochemical Relevance" -- "References" -- "8 Information Thermodynamics as Stochastic Thermodynamics for Small Subsystem" -- "8.1 Information Thermodynamics for Small Subsystem" -- "8.1.1 Information Thermodynamics for a Multi-dimensional Markov Process" -- "8.1.2 Transfer Entropy for Multi-dimensional Linear Langevin System" -- "8.1.3 Relative Entropy and Integral Fluctuation Theorem for Small Subsystem" -- "8.1.4 Stochastic Energetics for Small Subsystem" -- "8.2 Further Generalizations" -- "8.2.1 Generalization for Fokker--Planck Equation" -- "8.2.2 Backward Transfer Entropy and Final Correlation" -- "8.2.3 Further Generalization: Information Thermodynamics on Causal Networks Including Backward Transfer Entropy" -- "8.2.4 Examples of Generalized Second Law Including Backward Transfer Entropy" -- "References"
  • "9 Further Applications of Information Thermodynamics on Causal Networks" -- "9.1 Steady State Information Thermodynamics" -- "9.2 Feedback Cooling and Third Law of Thermodynamics" -- "References" -- "10 Conclusions" -- "References"
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{'f': 'http://opac.lib.rpi.edu/record=b4385706'}
Extent
1 online resource (140 pages)
Form of item
online
Isbn
9789811016646
Media category
computer
Media MARC source
rdamedia
Media type code
c
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unknown sound
Specific material designation
remote

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