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Two-Model Synergetic Learning Systems Optimization with Maxwell's Demon Technique

International Conference on Machine Learning and Computing, 2023
A two-model Synergetic Learning Systems (2MSLS) is a special case of the synergetic learning systems. In the 2MSLS, two models (subsystems) are contained: the reduction model and the evolution model, which are governed by neural partial differential ...
Ping Guo
semanticscholar   +1 more source

Imprecise Maxwell's demon with feedback delay: An exactly solvable information engine model.

Physical Review E
A finite cycle time information engine based on a two-level system in contact with a thermal bath is studied analytically. The model for the engine incorporates an error in measuring the system's state and time delay between the measurement and the ...
K. V., Toby Joseph
semanticscholar   +1 more source

How small can Maxwell's demon be? -- Lessons from autonomous electronic feedback models

, 2023
External piecewise-constant feedback control can modify energetic and entropic balances, allowing in extreme scenarios for Maxwell demon operational modes.
G. Schaller
semanticscholar   +1 more source

Maxwell’s demon with antidecoherence

Modern Physics Letters A
Subsystems of a composite system in a pure state generally exist in mixed states and undergo changes with the overall state. This phenomenon arises from the coherence of the entire system and represents a crucial distinction between quantum and classical
Zi-Yan Zhang, Jian-Ying Du, Fu-Lin Zhang
semanticscholar   +1 more source

Maxwell's Demon at Work: Efficient Pruning by Leveraging Saturation of Neurons

Trans. Mach. Learn. Res.
When training neural networks, dying neurons -- units becoming inactive or saturated -- are traditionally seen as harmful. This paper sheds new light on this phenomenon.
Simon Dufort-Labb'e   +5 more
semanticscholar   +1 more source

Pines’ demon observed as a 3D acoustic plasmon in Sr2RuO4

Nature, 2023
A a Husain   +2 more
exaly  

Quantum thermodynamic pump driven by Maxwell’s demon

The European Physical Journal Plus, 2021
Tong Fu   +4 more
semanticscholar   +1 more source

When Maxwell's Demon leaves the room

Biosyst.
P. G. Tello, S. Kauffman
semanticscholar   +1 more source

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