Enhanced signal propagation in a network with unidirectional and random couplings

TL;DR

This paper studies how unidirectional and random couplings in a network enhance stochastic resonance and signal propagation, revealing that even a single coupling can significantly improve performance.

Contribution

It demonstrates that unidirectional and random couplings can induce enhanced stochastic resonance and signal propagation, with minimal coupling sufficing for significant improvement.

Findings

Undamped and enhanced signal propagation above certain coupling strength

Resonance occurs at the same noise level across units in regular networks

Nonlinear increase in response amplitude with number of units in random networks

Abstract

We investigate the effect of unidirectional regular and random couplings of units in a network on stochastic resonance. For simplicity we choose the units as Bellows map with bistability. In a regular network we apply a weak periodic signal and noise to first unit only. Above certain coupling strength undamped and enhanced signal propagation takes place. Resonance occurs at the same value of noise intensity in all units. The response amplitude displays sigmoidal function type variation with unit number. When all the units are driven by the weak periodic force and noise oscillatory variation of response amplitude with unit number occurs. In the network with random coupling all the units are subjected to periodic force and noise. In this case the value of noise intensity at which resonance occurs and the corresponding value of average response amplitude increases nonlinearly with the number of units wired. Numerical simulation with multiple couplings shows that in both type of networks single coupling is sufficient to realize a great improvement in stochastic resonance and signal propagation.