Stochastic resonance in coupled threshold elements with input signals shifted in phase

Citation
A. Krawiecki et al., Stochastic resonance in coupled threshold elements with input signals shifted in phase, INT J MOD B, 14(8), 2000, pp. 837-852
Citations number
37
Categorie Soggetti
Apllied Physucs/Condensed Matter/Materiales Science
Journal title
INTERNATIONAL JOURNAL OF MODERN PHYSICS B
ISSN journal
02179792 → ACNP
Volume
14
Issue
8
Year of publication
2000
Pages
837 - 852
Database
ISI
SICI code
0217-9792(20000330)14:8<837:SRICTE>2.0.ZU;2-K
Abstract
Stochastic resonance in a system of two coupled threshold elements (neurons ) forming a small artificial neural network is investigated. The elements h ave either antisymmetric or logistic (binary) response Function and are dri ven by periodic signals and independent noises. Periodic signals at their i nputs have equal amplitudes and frequencies but are shifted in phase. Depen ding on the response function and the phase shift, enhancement of stochasti c resonance in individual elements, characterized by the output signal-to-n oise ratio, and stochastic resonance with a spatiotemporal input signal, ch aracterized by the correlation function between the input and output signal s, are observed for proper coupling between elements.