single_cell_parsernetworkNetworkMapper_create_pointcell_activities

NetworkMapper._create_pointcell_activities

single_cell_parser.network.NetworkMapper._create_pointcell_activities(preCellType, networkParameters)

Create point cell spike times based on the network parameters distribution keyword.

Depending on the distribution given by networkParameters, this method creates spike times for each presynaptic cell of type preCellType.

The following spike time distributions are supported, and require the following parameters:

Spike Time Distributions

Distribution Type

Required Parameters

“normal”

“spikeT”, “spikeWidth”, “offset”

“uniform”

“window”, “offset”

“lognormal”

“mu”, “sigma”, “offset”

“PSTH”

“intervals”, “probabilities”, “offset”

“PSTH_absolute_number”

“intervals”, “number_active_synapses”, “offset”

“PSTH_poissontrain” (deprecated)

“intervals”, “rates”, “offset”

“PSTH_poissontrain_v2”

“bins”, “rates”, “offset”

“poissontrain_modulated”

“rate_before_t_offset”, “mean_rate”, “max_modulation”, “modulation_frequency”, “bin_size”, “phase_distribution”, “offset”

See Network parameters for more information on the network parameter file format.

Parameters:
  • preCellType (str) – The presynaptic cell type.

  • networkParameters (NTParameterSet) – The network parameters for the presynaptic cell type.

Returns:

None