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Quantifying Memory Capacity as a Quantum Thermodynamic Resource
Varun Narasimhachar1, Jayne Thompson2, Jiajun Ma3
1Complexity Institute and School of Physical and Mathematical Sciences, Nanyang Technological University, 50 Nanyang Ave, 639798, Singapore.
Physical Review Letters
|March 2, 2019
Summary
We introduce thermal information capacity to quantify memory's thermodynamic value in quantum systems. This measure, distinct from free energy for qubits, offers insights into heat-to-work conversion.
Area of Science:
- Quantum thermodynamics
- Information theory
- Statistical mechanics
Background:
- Memory acts as a thermodynamic resource, enabling heat-to-work conversion.
- Szilard's engine model demonstrates this link using a simple two-state memory.
- Generalizing this concept to complex quantum systems requires a new formalism.
Purpose of the Study:
- To develop a method for quantifying the thermodynamic value of memory in general quantum systems.
- To introduce and define the 'thermal information capacity' for quantum memory.
- To investigate the relationship between thermal information capacity and established thermodynamic quantities like free energy.
Main Methods:
- Devised a formalism to quantify the thermodynamic value of memory in general quantum systems.
- Analyzed systems with nontrivial energy landscapes.
- Computed the capacity exactly for a two-state (qubit) memory system away from the thermodynamic limit.
- Investigated the convergence of thermal information capacity to nonequilibrium Helmholtz free energy in the thermodynamic limit.
Main Results:
- The thermal information capacity quantifies the thermodynamic value of quantum memory.
- In the thermodynamic limit, thermal information capacity converges to the nonequilibrium Helmholtz free energy.
- For a general two-state (qubit) memory, the computed capacity differs from known free energies.
- An explicit memory-bath coupling was proposed to approximate the optimal qubit thermal information capacity.
Conclusions:
- The thermal information capacity provides a robust measure for the thermodynamic utility of quantum memory.
- This capacity exhibits distinct behavior from traditional free energies, particularly for finite quantum systems like qubits.
- The findings offer a pathway to experimentally realizing and utilizing the thermodynamic value of quantum information.
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