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cond-mat.stat-mech2022★ 4 cited
Thermodynamic fluctuation theorems govern human sensorimotor learning
Pedro Hack, Cecilia Lindig-Leon, Sebastian Gottwald +1
The application of thermodynamic reasoning in the study of learning systems has a long tradition. Recently, new tools relating perfect thermodynamic adaptation to the adaptation pr…
cond-mat.stat-mech2022★ 2 cited
Jarzyski's equality and Crooks' fluctuation theorem for general Markov chains with application to decision-making systems
Pedro Hack, Sebastian Gottwald, Daniel A. Braun
We define common thermodynamic concepts purely within the framework of general Markov chains and derive Jarzynski's equality and Crooks' fluctuation theorem in this setup. In parti…