Phase-disorder-induced firing activity in excitable neuronal networks with attractive and repulsive coupling
Contribuinte(s) |
UNIVERSIDADE DE SÃO PAULO |
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Data(s) |
07/11/2013
07/11/2013
2012
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Resumo |
It has been revealed that the network of excitable neurons via attractive coupling can generate spikes under stimuli of subthreshold signals with disordered phases. In this paper, we explore the firing activity induced by phase disorder in excitable neuronal networks consisting of both attractive and repulsive coupling. By increasing the fraction of repulsive coupling, we find that, in the weak coupling strength case, the firing threshold of phase disorder is increased and the system response to subthreshold signals is decreased, indicating that the effect of inducing neuron firing by phase disorder is weakened with repulsive coupling. Interestingly, in the large coupling strength case, we see an opposite situation, where the coupled neurons show a rather large response to the subthreshold signals even with small phase disorder. The latter case implies that the effect of phase disorder is enhanced by repulsive coupling. A system of two-coupled excitable neurons is used to explain the role of repulsive coupling on phase-disorder-induced firing activity. FAPESP of Brazil [2010/50614-7, 2011/50151-0] CNPq of Brazil [306227/2011-8, 560031/2010-6] |
Identificador |
NEURAL NETWORKS, OXFORD, v. 35, p. 40-45, NOV, 2012 0893-6080 http://www.producao.usp.br/handle/BDPI/42940 10.1016/j.neunet.2012.08.002 |
Idioma(s) |
eng |
Publicador |
PERGAMON-ELSEVIER SCIENCE LTD OXFORD |
Relação |
NEURAL NETWORKS |
Direitos |
restrictedAccess Copyright PERGAMON-ELSEVIER SCIENCE LTD |
Palavras-Chave | #REPULSIVE COUPLING #PHASE DISORDER #SUBTHRESHOLD SIGNAL #FITZHUGH-NAGUMO MODEL #STOCHASTIC RESONANCE #STOCHASTIC RESONANCE #SYNCHRONOUS BEHAVIOR #SYSTEMS #NOISE #COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE #NEUROSCIENCES |
Tipo |
article original article publishedVersion |