Fig. 1.

An example of the neuronal ensemble model for $C=3$ neurons and $W_{H,i}=1,\forall i$. The CIF of neuron (2) can be expressed as ${\lambda }_t^{(2)}\mathrm{\Delta }={\text{logit}}^{-1}({\mu }_t^{(2)}+{𝝎}_t^{{(\mathrm{2,1})}^{\prime }}{𝐡}_t^{(1)}+{𝝎}_t^{{(\mathrm{2,2})}^{\prime }}{𝐡}_t^{(2)}+{𝝎}_t^{{(\mathrm{2,3})}^{\prime }}{𝐡}_t^{(3)}+{𝜽}_t^{{(2)}^{\prime }}{𝐬}_t)$.