Jensen Shannon divergences for each model comparison in the nonlinear case. Each axis represents a single measurement. Each tile corresponds to a combination of two state variables where the space within each tile corresponds to the actual time point at which the state variable is measured. The first five predictions correspond to the same experimental condition as during the original inference (stimulus 1) while the second five predictions correspond to a different stimulus (stimulus 2). The circles denote the different experiments that were performed.