snnib.simulations.brian2_simulation.truncnorm

snnib.simulations.brian2_simulation.truncnorm(mu: float = 0, sigma: float = 1, xmin: float = None, xmax: float = None, size: tuple = 1) → ndarray

returns samples from truncated normal distribution

• function to generate samples from a truncated normal distribution

Parameters

• mu

  • float, optional

  • mean

  • the default is 0

• sigma

  • float, optional

  • standard deviation

  • the default is 1

• xmin

  • float, optional

  • lower truncation bound

  • the default is None

    • no truncation

• xmax

  • float, optional

  • upper truncation bound

  • the default is None

    • no truncation

• size

  • tuple, optional

  • shape of the array to generate

  • the default is 1

• ‘verbose’

  • int, optional

  • verbosity level

  • the default is 0

Returns

• out

  • np.ndarray

  • samples drawn from a truncated normal distribution

Dependencies

• numpy