Table 2.
Parameters used in the state equations governing the model and their interpretation and standard values.
Parameters | Physiological interpretation | Physical role in the model | Standard value |
---|---|---|---|
ρ1 | Determines the steepness of the sigmoid function | Alters the sensitivity of the neuron to its membrane potential | 2 mV−1 |
ρ2 | Determines the position of the sigmoid function | Increases the excitability of the of the neuronal population | 1 mV |
He | Maximum excitatory post-synaptic potentials | Alters average excitatory synaptic gain | 4 mV |
Hi | Maximum inhibitory post-synaptic potentials | Alters average inhibitory synaptic gain | 32 mV |
τe | Average time constant in the excitatory feedback loop | Alters average time constant of excitatory dendritic tree | 4 ms |
τi | Average time constant in the inhibitory feedback loop | Alters average time constant of inhibitory dendritic tree | 16 ms |
γ1 | Average number of synapses in the path connecting PC to ExIN | Alters the strength of coupling between PC and ExIN | 128 |
γ2 | Average number of synapses in the path connecting ExIN to PC | alters the strength of coupling between ExIN and PC | 128 |
γ3 | Average number of synapses in the path connecting PC to IbIN | Alters the strength of coupling between PC and IbIN | 64 |
γ4 | Average number of synapses in the path connecting IbIN to PC | Alters the strength of coupling between IbIN and PC | 64 |
γ5 | Average number of synapses in the self-feedback inhibitory path | Alters the strength of recurrent inhibitory gain | 16 |
τα | Adaptation rate constant | Determines how fast the firing rate adapts | 512 ms |