Divide and conquer: resonance induced by competitive interactions
Disordered Systems and Neural Networks
2009-11-13 v1 Statistical Mechanics
Abstract
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.
Cite
@article{arxiv.0805.4501,
title = {Divide and conquer: resonance induced by competitive interactions},
author = {T. Vaz Martins and Raul Toral and M. A. Santos},
journal= {arXiv preprint arXiv:0805.4501},
year = {2009}
}