snnib.simulations.brian2_simulation.lif_ng

snnib.simulations.brian2_simulation.lif_ng(n: int, u_rest, u_reset, u_th, R_m, tau_m, delta_abs, tau_syn, u0=None) → NeuronGroup

returns generated LIF neuron group

• base definition of simple LIF neuron for easy generation of several similar neuron groups

Parameters

• n

  • int

  • number of neurons in the group

• u_rest

  • resting potential

• u_reset

  • reset potential

• u_th

  • threshold voltage

• R_m

  • membrane resistance

• tau_m

  • membrane time constant

• delta_abs

  • refractory period

• tau_syn

  • synaptic time constant

• u0

  • initial membrane potential

Raises

Returns

• neurons

  • NeuronGroup

  • generated neuron group

Dependencies

• brian2