Coupling regularizes individual units in noisy populations.
The regularity of a noisy system can modulate in various ways. It is well known that coupling in a population can lower the variability of the entire network; the collective activity is more regular. Here, we show that diffusive (reciprocal) coupling of two simple Ornstein-Uhlenbeck (O-U) processes can regularize the individual, even when it is coupled to a noisier process. In cellular networks, the regularity of individual cells is important when a select few play a significant role. The regularizing effect of coupling surprisingly applies also to general nonlinear noisy oscillators. However, unlike with the O-U process, coupling-induced regularity is robust to different kinds of coupling. With two coupled noisy oscillators, we derive an asymptotic formula assuming weak noise and coupling for the variance of the period (i.e., spike times) that accurately captures this effect. Moreover, we find that reciprocal coupling can regularize the individual period of higher dimensional oscillators such as the Morris-Lecar and Brusselator models, even when coupled to noisier oscillators. Coupling can have a counterintuitive and beneficial effect on noisy systems. These results have implications for the role of connectivity with noisy oscillators and the modulation of variability of individual oscillators.
Ly
Cheng
C
Department of Mathematics, University of Pittsburgh, Pittsburgh, PA 15260, USA. chengly@math.pitt.edu
Ermentrout
G Bard
GB
D000200:Action Potentials; D000465:Algorithms; D000818:Animals; D003198:Computer Simulation; D008962:Models, Theoretical; D009010:Monte Carlo Method; D009433:Neural Inhibition; D009474:Neurons / Q000502:physiology; D017711:Nonlinear Dynamics; D010507:Periodicity; D013997:Time Factors