Neuron model and synaptic parameters
| Neuron model parameter | Symbol | Value | BCPNN parameter | Symbol | Value |
|---|---|---|---|---|---|
| Adaptation current | b | 86 pA | BCPNN AMPA gain |
| 0.76 nS |
| Adaptation decay time constant | 280 ms | BCPNN NMDA gain | 0.07 nS | ||
| Membrane capacitance | Cm | 280 pF | BCPNN bias current gain | βgain | 40 pA |
| Leak reversal potential | EL | −70.6 mV | BCPNN lowest spiking rate | fmin | 0.2 Hz |
| Leak conductance | gL | 14 nS | BCPNN highest spiking rate | fmax | 25 Hz |
| Upstroke slope factor | ΔT | 3 mV | BCPNN lowest probability | ϵ | 0.0026 |
| Spike threshold | Vt | −55 mV | P trace time constant | τp | 15 s |
| Spike reset potential | Vr | −60 mV | Regular plasticity | κnormal | 1 |
| Refractory period | τref | 5 ms | Modulated plasticity | κboost | 2 |
| Receptor parameter | Symbol | Value | Short-term plasticity parameter | Symbol | Value |
| AMPA synaptic time constant | τAMPA | 5 ms | Utilization factor | U | 0.2 |
| NMDA synaptic time constant | τNMDA | 100 ms | Augmentation decay time constant | τA | 5 s |
| GABA synaptic time constant | τGABA | 5 ms | Depression decay time constant | τD | 280 ms |
| AMPA reversal potential | EAMPA | 0 mV | |||
| NMDA reversal potential | ENMDA | 0 mV | |||
| GABA reversal potential | EGABA | −75 mV |