103 citations · 502 across the 23 of their papers we have counts for
23 papers
Quantum reinforcement learning in the presence of thermal dissipation
M. L. Olivera-Atencio, L. Lamata, M. Morillo +1
A study of the effect of thermal dissipation on quantum reinforcement learning is performed. For this purpose, a nondissipative quantum reinforcement learning protocol is adapted t…
System size synchronization
María Laura Olivera-Atencio, Manuel Morillo, Jesús Casado-Pascual
In this work we bring out the existence of a novel kind of synchronization associated to the size of a complex system. A dichotomic random jump process associated to the dynamics o…
Stochastic modelling of dynamical systems with several attractors
M. Morillo, J. M. Casado
The usual Langevin approach to describe systems driven by noise fails to describe the long time behavior of systems with multiple attractors. The solution of the associated linear…
Behavior of collective variables in complex nonlinear stochastic models of finite size
M. Morillo, J. M. Casado
We consider the behavior of a collective variable in a complex system formed by a finite number of interacting subunits. Each of them is characterized by a degree of freedom with a…
A model of calcium-mediated coupling between membrane activity and clock gene expression in neurons of the suprachiasmatic nucleus
J. M. Casado, M. Morillo
Rhythms in electrical activity in the membrane of cells in the suprachiasmatic nucleus (SCN) are crucial for the function of the circadian timing system, which is characterized by…
Checking the validity of truncating the cumulant hierarchy description of a small system
Manuel Morillo, José Gómez-Ordóñez, José M. Casado
We analyze the behavior of the first few cumulant in an array with a small number of coupled identical particles. Desai and Zwanzig (J. Stat. Phys., {\bf 19}, 1 (1978), p. 1) studi…