
Please use this identifier to cite or link to this item:
http://hdl.handle.net/123456789/2829
Title: | Cluster formation in populations of coupled chaotic neurons |
Authors: | Sinha, Sudeshna |
Keywords: | Cluster formation Coupled chaotic model Global coupling Distance-dependent coupling |
Issue Date: | 2013 |
Publisher: | Springer Link |
Citation: | European Physical Journal: Special Topics, 222, pp. 905–915. |
Abstract: | We investigate cluster formation in populations of coupled chaotic model neurons under homogeneous global coupling, and distance-dependent coupling, where the coupling weights between neurons depend on their relative distance. Three types of clusters emerge for global coupling: synchronized cluster, two state cluster and anti-phase cluster. In addition to these, we find a novel three state cluster for distance-dependent coupling, where the population splits into two synchronized groups and one incoherent group. Lastly, we study a system with random inhomogeneous coupling strengths, in order to discern if the special pattern found in distance-dependent coupling arises from the underlying lattice structure or from the inhomogeneity in coupling. |
Description: | Only IISERM author are available in the record. |
URI: | https://link.springer.com/article/10.1140/epjst/e2013-01893-0 http://hdl.handle.net/123456789/2829 |
Appears in Collections: | Research Articles |
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