Noise bridges dynamical correlation and topology in coupled oscillator networks

Details Noise bridges dynamical correlation and topology in coupled oscillator networks Noise bridges dynamical correlation and topology in coupled oscillator networks

2010-01-22

arxiv.org/abs/1001.3966v2

Phys. Rev. Lett. 104, 058701 (2010)

Physics

Data Analysis, Statistics and Probability

2 figures, 2 tables. Accepted by Physical Review Letters

Scientific paper

10.1103/PhysRevLett.104.058701

We study the relationship between dynamical properties and interaction patterns in complex oscillator networks in the presence of noise. A striking finding is that noise leads to a general, one-to-one correspondence between the dynamical correlation and the connections among oscillators for a variety of node dynamics and network structures. The universal finding enables an accurate prediction of the full network topology based solely on measuring the dynamical correlation. The power of the method for network inference is demonstrated by the high success rate in identifying links for distinct dynamics on both model and real-life networks. The method can have potential applications in various fields due to its generality, high accuracy and efficiency.

Affiliated with

Also associated with

No associations

Rating

Noise bridges dynamical correlation and topology in coupled oscillator networks does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Noise bridges dynamical correlation and topology in coupled oscillator networks, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Noise bridges dynamical correlation and topology in coupled oscillator networks will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-655535