We consider how correlated inputs can ensure a group of neurons (the integr
ate-and-fire model or the Hodgkin-Huxley model) to synchronize their activi
ties. Without interactions, the shortest synchronization time occurs when t
he coefficient of variation of efferent spike trains of single neuron is gr
eater than 0.5. The application of synchronization driven by correlated inp
uts to signal detection is also taken into account. (C) 2000 Elsevier Scien
ce B.V. All rights reserved.