This short book will discuss the crucial role that statistical modelling plays in unravelling patterns arising from recording neuronal cell activities (spikes). The history of modern neuroscience coincides with the rise and popularity of statistical thought process ? dating back to the beginning of the 20th century. As such, and from early on, spike trains (incidence of spiking activities, mapped out on a time scale), have been viewed as realizations...
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