Fig. 1

Nonlinear Drift-Diffusion model a and decision train for chosen parameters b. c: First passage time density and d: the inter-decision interval for same kind of decision. Solid lines show results of our method, histograms of simulations of the model. e Decision-train power spectra. f Modulated input and rate modulations. g, h Linear response theory (lines) and simulations (dots)