Table 2 Parameter bounds explored in the simulations of the LIF network model
From: A Python toolbox for neural circuit parameter inference
Symbol | Description | Lower/Upper bounds |
|---|---|---|
JsynEE | Max. synaptic current of recurrent connections for X = E, Y = E | [0.5, 4] nA |
JsynIE | Max. synaptic current of recurrent connections for X = E, Y = I | [0.5, 4] nA |
JsynEI | Max. synaptic current of recurrent connections for X = I, Y = E | [−40, −1] nA |
JsynII | Max. synaptic current of recurrent connections for X = I, Y = I | [−40, −1] nA |
\({{\rm{\tau }}}_{{\rm{syn}}}^{{\rm{exc}}}\) | Exp. syn. decay time constant of postsynaptic excitatory synapses | [0.1, 2] ms |
\({{\rm{\tau }}}_{{\rm{syn}}}^{{\rm{inh}}}\) | Exp. syn. decay time constant of postsynaptic inhibitory synapses | [0.1, 8] ms |
\({{\rm{J}}}_{{\rm{syn}}}^{{\rm{ext}}}\) | Max. synaptic current of external input | [10, 50] nA |
