Fig 5. We can infer model parameters for non-constant memory.

We consider the case of decaying memory (${\alpha }_i=\frac{1}{2^i}{\alpha }_0$) and infer (α ₀, α ₁, α ₂, α ₃) using both exact and average number of hits as indicated in the figure’s inset, and compare our estimates to their correct theoretical values used to generate the synthetic data. As the number of parameters we need to estimate from the data increases, we need longer trajectories to obtain accurate estimates.