Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
2008-05-29
Physics
Condensed Matter
Disordered Systems and Neural Networks
Scientific paper
10.1140/epjb/e2008-00437-9
We study an Ising model in a network with disorder induced by the presence of both attractive and repulsive links. This system is subjected to a subthreshold signal, and the goal is to see how the response is enhanced for a given fraction of repulsive links. This can model a network of spin-like neurons with excitatory and inhibitory couplings. By means of numerical simulations and analytical calculations we find that there is an optimal probability, such that the coherent response is maximal.
Martins Teresa Vaz
Santos Maria Augusta
Toral Raul
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