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26 April 2024
 
  » arxiv » 1210.2901

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Transient to Zero-Lag Synchronization in Excitable Networks
H. Brama ; Y. Peleg ; W. Kinzel ; I. Kanter ;
Date 10 Oct 2012
AbstractThe scaling of transient times to zero-lag synchronization in networks composed of excitable units is shown to be governed by three features of the graph representing the network: the longest path between pairs of neurons (diameter), the largest loop (circumference) and the loop with the maximal average out degree. The upper bound of transient times can vary between O(1) and O(N2), where N is the size of the network, and its scaling can be predicted in many scenarios from finite time accumulated information of the transient. Results challenge the assumption that functionality of neural networks might depend solely upon the synchronized repeated activation such as zero-lag synchronization.
Source arXiv, 1210.2901
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