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Fast Response and Temporal Coherent Oscillations in Small-World Networks
Open accessAbstract
We have investigated the role that different connectivity regimes play in the dynamics of a network of Hodgkin-Huxley neurons by computer simulations. The different connectivity topologies exhibit the following features: random topologies give rise to fast system response yet are unable to produce coherent oscillations in the average activity of the network; on the other hand, regular topologies give rise to coherent oscillations, but in a temporal scale that is not in accordance with fast signal processing. Finally, small-world topologies, which fall between random and regular ones, take advantage of the best features of both, giving rise to fast system response with coherent oscillations.
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Citations
Cited by
Statistical mechanics of complex networks
Albert, R., & Barabási, A.-L. (2002) · Reviews of Modern Physics · doi:10.1103/revmodphys.74.47 · Cited by 20,471
The Structure and Function of Complex Networks
Newman, M. E. J. (2003) · SIAM Review · doi:10.1137/s003614450342480 · Cited by 18,719
Complex networks: structure and dynamics
BOCCALETTI, S., LATORA, V, MORENO, Y., CHAVEZ, M., & HWANG, D. (2006) · Physics Reports · doi:10.1016/j.physrep.2005.10.009 · Cited by 11,010
Efficient behavior of small-world networks
Latora, V., & Marchiori, M. (2001) · Physical Review Letters · doi:10.1103/physrevlett.87.198701 · Cited by 5,119
Synchronization in complex networks
Arenas, A., Díaz-Guilera, A., Kurths, J., Moreno, Y., & Zhou, C. (2008) · Physics Reports · doi:10.1016/j.physrep.2008.09.002 · Cited by 3,713
Metadata
- Authors
- Lago-Fernández, L. F., Huerta, R., Corbacho, F., & Sigüenza, J. A.
- Venue
- Physical Review Letters
- Publisher
- American Physical Society (APS)
- Published
- 2000-03-20
- Volume
- 84
- Issue
- 12
- Pages
- 2758-2761
- ISSN
- 0031-9007 (ISSN-L)
- 1079-7114
- OpenAlex
- W1968807501
- Cited by
- 573
- References
- 0
- FWCI
- 10.08
- Type
- journal article
- Language
- en
- Open access
- bronze
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- Lago-Fernández, L. F., Huerta, R., Corbacho, F., & Sigüenza, J. A. (2000). Fast Response and Temporal Coherent Oscillations in Small-World Networks. Physical Review Letters. https://doi.org/10.1103/physrevlett.84.2758
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
