nest::eprop_readout_bsshslm_2020::Parameters_ Struct Reference

Structure of parameters. More...

Public Member Functions
	Parameters_ ()
	Default constructor.
void	get (Dictionary &) const
	Get the parameters and their values.
double	set (const Dictionary &, Node *)
	Set the parameters and throw errors in case of invalid values.

Public Attributes
double	C_m_
	Capacitance of the membrane (pF).
double	E_L_
	Leak / resting membrane potential (mV).
double	I_e_
	Constant external input current (pA).
std::string	loss_
	Loss function ["mean_squared_error", "cross_entropy"].
bool	regular_spike_arrival_
	If True, the input spikes arrive at the beginning of the time step, if False at the end (determines PSC scale).
double	tau_m_
	Time constant of the membrane (ms).
double	V_min_
	Absolute lower bound of the membrane voltage relative to the leak membrane potential (mV).

Detailed Description

Structure of parameters.

Constructor & Destructor Documentation

Parameters_()

nest::eprop_readout_bsshslm_2020::Parameters_::Parameters_

(

)

Default constructor.

Member Function Documentation

get()

void nest::eprop_readout_bsshslm_2020::Parameters_::get

(

Dictionary &

d

)

const

Get the parameters and their values.

References nest::names::C_m(), nest::names::E_L(), nest::names::I_e(), nest::names::loss(), nest::names::regular_spike_arrival(), nest::names::tau_m(), and nest::names::V_min().

Referenced by nest::eprop_readout_bsshslm_2020::get_status().

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set()

double nest::eprop_readout_bsshslm_2020::Parameters_::set	(	const Dictionary &	d,
		Node *	node
	)

Set the parameters and throw errors in case of invalid values.

References nest::names::C_m(), nest::names::E_L(), nest::names::I_e(), nest::names::loss(), nest::names::regular_spike_arrival(), nest::names::tau_m(), nest::update_value_param(), and nest::names::V_min().

Referenced by nest::eprop_readout_bsshslm_2020::set_status().

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Member Data Documentation

C_m_

double nest::eprop_readout_bsshslm_2020::Parameters_::C_m_

Capacitance of the membrane (pF).

Referenced by nest::eprop_readout_bsshslm_2020::pre_run_hook().

E_L_

double nest::eprop_readout_bsshslm_2020::Parameters_::E_L_

Leak / resting membrane potential (mV).

Referenced by nest::eprop_readout_bsshslm_2020::compute_error_signal_cross_entropy(), nest::eprop_readout_bsshslm_2020::compute_error_signal_mean_squared_error(), and nest::eprop_readout_bsshslm_2020::get_v_m_().

I_e_

double nest::eprop_readout_bsshslm_2020::Parameters_::I_e_

Constant external input current (pA).

Referenced by nest::eprop_readout_bsshslm_2020::update().

loss_

std::string nest::eprop_readout_bsshslm_2020::Parameters_::loss_

Loss function ["mean_squared_error", "cross_entropy"].

Referenced by nest::eprop_readout_bsshslm_2020::pre_run_hook().

regular_spike_arrival_

bool nest::eprop_readout_bsshslm_2020::Parameters_::regular_spike_arrival_

If True, the input spikes arrive at the beginning of the time step, if False at the end (determines PSC scale).

Referenced by nest::eprop_readout_bsshslm_2020::pre_run_hook().

tau_m_

double nest::eprop_readout_bsshslm_2020::Parameters_::tau_m_

Time constant of the membrane (ms).

Referenced by nest::eprop_readout_bsshslm_2020::pre_run_hook().

V_min_

double nest::eprop_readout_bsshslm_2020::Parameters_::V_min_

Absolute lower bound of the membrane voltage relative to the leak membrane potential (mV).

Referenced by nest::eprop_readout_bsshslm_2020::update().

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The documentation for this struct was generated from the following files:

• eprop_readout_bsshslm_2020.h
• eprop_readout_bsshslm_2020.cpp