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- JesÃºs M. CortÃ©s, JoaquÃn J. Torres, JoaquÃn Marro, P. L. Garrido, Hilbert J. Kappen
- Neural Computation
- 2006

We study both analytically and numerically the effect of presynaptic noise on the transmission of information in attractor neural networks. The noise occurs on a very short timescale compared to thatâ€¦ (More)

- JoaquÃn J. Torres, M. A. MuÃ±oz, JoaquÃn Marro, P. L. Garrido
- Neurocomputing
- 2004

We studied the computational properties of an attractor neural network (ANN) with different network topologies. Though fully connected neural networks exhibit, in general, a good performance, theyâ€¦ (More)

We discuss various experiments on the time decay of velocity autocorrelation functions in billiards. We perform new experiments and nd results which are compatible with an exponential mixingâ€¦ (More)

- Pablo I. Hurtado, J Marro, P. L. Garrido
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2006

We study metastability and nucleation in a kinetic two-dimensional Ising model that is driven out of equilibrium by a small random perturbation of the usual dynamics at temperature T. We show that,â€¦ (More)

- JesÃºs J del Pozo, P. L. Garrido, Pablo I. Hurtado
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2015

When driven out of equilibrium by a temperature gradient, fluids respond by developing a nontrivial, inhomogeneous structure according to the governing macroscopic laws. Here we show that suchâ€¦ (More)

- JesÃºs J del Pozo, P. L. Garrido, Pablo I. Hurtado
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2015

We use extensive computer simulations to probe local thermodynamic equilibrium (LTE) in a quintessential model fluid, the two-dimensional hard-disks system. We show that macroscopic LTE is a propertyâ€¦ (More)

- Pablo I. Hurtado, P. L. Garrido
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2010

Most systems, when pushed out of equilibrium, respond by building up currents of locally conserved observables. Understanding how microscopic dynamics determines the averages and fluctuations ofâ€¦ (More)

- Pablo I. Hurtado, P. L. Garrido
- Physical review letters
- 2011

Phase transitions not allowed in equilibrium steady states may happen, however, at the fluctuating level. We observe for the first time this striking and general phenomenon measuring currentâ€¦ (More)

- Pablo I. Hurtado, P. L. Garrido
- Physical review letters
- 2009

The additivity principle allows to compute the current distribution in many one-dimensional (1D) nonequilibrium systems. Using simulations, we confirm this conjecture in the 1Dâ€¦ (More)

- Pablo I. Hurtado, Carlos PÃ©rez-Espigares, JesÃºs J del Pozo, P. L. Garrido
- Proceedings of the National Academy of Sciencesâ€¦
- 2011

Fluctuations arise universally in nature as a reflection of the discrete microscopic world at the macroscopic level. Despite their apparent noisy origin, fluctuations encode fundamental aspects ofâ€¦ (More)