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Fig. 14 | The Journal of Mathematical Neuroscience

Fig. 14

From: Responses of Leaky Integrate-and-Fire Neurons to a Plurality of Stimuli in Their Receptive Fields

Fig. 14

Difference of DIC between correct and incorrect models. We calculate the difference of DIC between fitting the correct model to the corresponding data and fitting the incorrect model to the same data, and plot the difference as box-plots for 100 repetitions. The x-axis shows different combinations of kernel and data. For example, Burst, PM means the difference of DIC between using correct model (PM) and incorrect model (RA) on PM data, under the burst kernel. Likewise, Delay, RA means the difference of DIC between using correct model (RA) and incorrect model (PM) on RA data, under the delay kernel. Blue stands for the OU-based LIF model and red stands for the Feller-based model. A difference of −10 is shown as a dashed line. A difference greater than ±10 is regarded as strong evidence of supporting one model over the other [44]

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