Table 2:

Table of physiological parameters of the leaky integrate-and-fire (LIF) neuron models.

Parameter	Description	Value	Units
$C_m$	membrane capacitance	0.25	$\mathrm{n}\mathrm{F}$
$V_{\text{rest }}$	leak potential	−70	$\mathrm{m}\mathrm{V}$
$V_{\text{thr }}$	threshold potential	−40	$\mathrm{m}\mathrm{V}$
$V_{\text{reset }}$	reset potential	−65	$\mathrm{m}\mathrm{V}$
${\tau }_{\text{ref }}$	refractory period	5	$\mathrm{m}\mathrm{s}$
$E_{\mathrm{e}}$	reversal potential for excitatory synapses	0	$\mathrm{m}\mathrm{V}$
$E_{\mathrm{i}}$	reversal potential for inhibitory synapses	−75	$\mathrm{m}\mathrm{V}$
${\tau }_{\mathrm{e}}$	excitatory synaptic time constant	6	$\mathrm{m}\mathrm{s}$
${\tau }_{\mathrm{i}}$	inhibitory synaptic time constant	20	$\mathrm{m}\mathrm{s}$