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The nonequilibrium cost of accurate information processing.
Giulio Chiribella1,2,3, Fei Meng4,5, Renato Renner6
1QICI Quantum Information and Computation Initiative, Department of Computer Science, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China. giulio@cs.hku.hk.
This study introduces a fundamental limit on information processing accuracy, determined by nonequilibrium resources. This reverse entropy limit is achievable, guiding the design of efficient quantum and classical devices.
Area of Science:
- Quantum mechanics
- Thermodynamics
- Information theory
Background:
- Accurate information processing is essential in both natural and technological systems.
- Information processing requires resources not in thermal equilibrium.
Purpose of the Study:
- Establish a fundamental limit on accuracy for any information processing system.
- Define this limit using a computable entropic quantity: reverse entropy.
Main Methods:
- Developed a fundamental limit applicable to all quantum mechanical systems.
- Expressed the limit in terms of reverse entropy, related to the time-reversed task.
Main Results:
- The established limit is achievable for deterministic classical computations and their quantum extensions.
- Derived the optimal tradeoff between nonequilibrium resources and accuracy for fundamental information tasks (storing, transmitting, cloning, erasing).
Conclusions:
- Results provide a target for designing highly efficient information processing devices.
- Offers a framework for demonstrating quantum devices' thermodynamic advantages over classical ones.
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