Nonlinear Sciences – Adaptation and Self-Organizing Systems
Scientific paper
2009-06-22
Phys. Rev. Lett. 101, 248105 (2008)
Nonlinear Sciences
Adaptation and Self-Organizing Systems
10 pages, 3 figures
Scientific paper
A single neuron is known to generate almost identical spike trains when the same fluctuating input is repeatedly applied. Here, we study the reliability of spike firing in a pulse-coupled network of oscillator neurons receiving fluctuating inputs. We can study the precise responses of the network as synchronization between uncoupled copies of the network by a common noisy input. To study the noise-induced synchronization between networks, we derive a self-consistent equation for the distribution of spike-time differences between the networks. Solving this equation, we elucidate how the spike precision changes as a function of the coupling strength.
Fukai Tomoki
Teramae Jun-nosuke
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