| Full text | |
| Author(s): |
Borges, F. S.
;
Protachevicz, P. R.
;
Lameu, E. L.
;
Bonetti, R. C.
;
Iarosz, K. C.
;
Caldas, I. L.
;
Baptista, M. S.
;
Batista, A. M.
Total Authors: 8
|
| Document type: | Journal article |
| Source: | NEURAL NETWORKS; v. 90, p. 1-7, JUN 2017. |
| Web of Science Citations: | 9 |
| Abstract | |
We have studied neuronal synchronisation in a random network of adaptive exponential integrate-and fire neurons. We study how spiking or bursting synchronous behaviour appears as a function of the coupling strength and the probability of connections, by constructing parameter spaces that identify these synchronous behaviours from measurements of the inter-spike interval and the calculation of the order parameter. Moreover, we verify the robustness of synchronisation by applying an external perturbation to each neuron. The simulations show that bursting synchronisation is more robust than spike synchronisation. (C) 2017 Elsevier Ltd. All rights reserved. (AU) | |
| FAPESP's process: | 16/16148-5 - Synchronous behaviour and synaptic plasticity in complex networks |
| Grantee: | Kelly Cristiane Iarosz |
| Support Opportunities: | Scholarships abroad - Research Internship - Post-doctor |
| FAPESP's process: | 15/07311-7 - Dynamic behaviour of neural networks |
| Grantee: | Kelly Cristiane Iarosz |
| Support Opportunities: | Scholarships in Brazil - Post-Doctoral |
| FAPESP's process: | 11/19296-1 - Nonlinear dynamics |
| Grantee: | Iberê Luiz Caldas |
| Support Opportunities: | Research Projects - Thematic Grants |