1 citations · 1 across the 5 of their papers we have counts for
5 papers
Switching between memories in neural automata with synaptic noise
J. M. Cortes, P. L. Garrido, J. Marro +1
We present a stochastic neural automata in which activity fluctuations and synaptic intensities evolve at different temperature, the latter moving through a set of stored patterns.…
Effects of fast presynaptic noise in attractor neural networks
J. M. Cortes, J. J. Torres, J. Marro +2
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-time sc…
Understanding Scale Invariance in a Minimal Model of Complex Relaxation Phenomena
P. I. Hurtado, J. Marro, P. L. Garrido
We report on the computer study of a lattice system that relaxes from a metastable state. Under appropriate nonequilibrium randomness, relaxation occurs by avalanches, i.e., the mo…
Effects of Static and Dynamic Disorder on the Performance of Neural Automata
J. J. Torres, J. Marro, P. L. Garrido +3
We report on both analytical and numerical results concerning stochastic Hopfield--like neural automata exhibiting the following (biologically inspired) features: (1) Neurons and s…
Influence of topology on the performance of a neural network
Joaquin J. Torres, Miguel A. Munoz, J. Marro +1
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 p…