Fig. 5.

Illustrative example of the PDM-based model prediction (middle trace) of the spike-train output of an actual Layer-5 neuron over a 2 sec data-segment (top trace) and comparison with its kernel-based counterpart (bottom trace). For the indicated thresholds (red dashed line), the PDM-based model makes 3 true-positive predictions without any false-positives, while the kernel-based model makes 1 true-positive and 1 false-positive prediction.