Command: iaf_cond_exp_sfa_rr

Name:
iaf_cond_exp_sfa_rr - Simple conductance based leaky integrate-and-fire neuron model.
Description:
iaf_cond_exp_sfa_rr is an iaf_cond_exp_sfa_rr i.e. an implementation of a spiking neuron using IAF dynamics with conductance-based synapses, with additional spike-frequency adaptation and relative refractory mechanisms as described in Dayan+Abbott, 2001, page 166. As for the iaf_cond_exp_sfa_rr, Incoming spike events induce a post-synaptic change of conductance modelled by an exponential function. The exponential function is normalised such that an event of weight 1.0 results in a peak current of 1 nS. Outgoing spike events induce a change of the adaptation and relative refractory conductances by q_sfa and q_rr, respectively. Otherwise these conductances decay exponentially with time constants tau_sfa and tau_rr, respectively.
Parameters:
The following parameters can be set in the status dictionary. V_m double - Membrane potential in mV E_L double - Leak reversal potential in mV. C_m double - Capacity of the membrane in pF t_ref double - Duration of refractory period in ms. V_th double - Spike threshold in mV. V_reset double - Reset potential of the membrane in mV. E_ex double - Excitatory reversal potential in mV. E_in double - Inhibitory reversal potential in mV. g_L double - Leak conductance in nS; tau_syn_ex double - Time constant of the excitatory synaptic exponential function in ms. tau_syn_in double - Time constant of the inhibitory synaptic exponential function in ms. q_sfa double - Outgoing spike activated quantal spike-frequency adaptation conductance increase in nS. q_rr double - Outgoing spike activated quantal relative refractory conductance increase in nS. tau_sfa double - Time constant of spike-frequency adaptation in ms. tau_rr double - Time constant of the relative refractory mechanism in ms. E_sfa double - spike-frequency adaptation conductance reversal potential in mV. E_rr double - relative refractory mechanism conductance reversal potential in mV. I_e double - an external stimulus current in pA.
Sends:
SpikeEvent
Receives:
SpikeEvent, CurrentEvent, DataLoggingRequest
References:
Meffin, H., Burkitt, A. N., & Grayden, D. B. (2004). An analytical model for the large, fluctuating synaptic conductance state typical of neocortical neurons in vivo. J. Comput. Neurosci., 16, 159-175. Dayan, P. and Abbott, L. F. (2001). Theoretical Neuroscience, MIT Press (p166)
Author:
Sven Schrader, Eilif Muller
SeeAlso: iaf_cond_exp_sfa_rr aeif_cond_alpha iaf_psc_delta iaf_psc_exp iaf_cond_alpha

Source:
/home/abuild/rpmbuild/BUILD/nest-2.4.1/models/iaf_cond_exp_sfa_rr.h

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Name:	iaf_cond_exp_sfa_rr - Simple conductance based leaky integrate-and-fire neuron model.
Description:	iaf_cond_exp_sfa_rr is an iaf_cond_exp_sfa_rr i.e. an implementation of a spiking neuron using IAF dynamics with conductance-based synapses, with additional spike-frequency adaptation and relative refractory mechanisms as described in Dayan+Abbott, 2001, page 166. As for the iaf_cond_exp_sfa_rr, Incoming spike events induce a post-synaptic change of conductance modelled by an exponential function. The exponential function is normalised such that an event of weight 1.0 results in a peak current of 1 nS. Outgoing spike events induce a change of the adaptation and relative refractory conductances by q_sfa and q_rr, respectively. Otherwise these conductances decay exponentially with time constants tau_sfa and tau_rr, respectively.
Parameters:	The following parameters can be set in the status dictionary. V_m double - Membrane potential in mV E_L double - Leak reversal potential in mV. C_m double - Capacity of the membrane in pF t_ref double - Duration of refractory period in ms. V_th double - Spike threshold in mV. V_reset double - Reset potential of the membrane in mV. E_ex double - Excitatory reversal potential in mV. E_in double - Inhibitory reversal potential in mV. g_L double - Leak conductance in nS; tau_syn_ex double - Time constant of the excitatory synaptic exponential function in ms. tau_syn_in double - Time constant of the inhibitory synaptic exponential function in ms. q_sfa double - Outgoing spike activated quantal spike-frequency adaptation conductance increase in nS. q_rr double - Outgoing spike activated quantal relative refractory conductance increase in nS. tau_sfa double - Time constant of spike-frequency adaptation in ms. tau_rr double - Time constant of the relative refractory mechanism in ms. E_sfa double - spike-frequency adaptation conductance reversal potential in mV. E_rr double - relative refractory mechanism conductance reversal potential in mV. I_e double - an external stimulus current in pA.
Sends:	SpikeEvent
Receives:	SpikeEvent, CurrentEvent, DataLoggingRequest
References:	Meffin, H., Burkitt, A. N., & Grayden, D. B. (2004). An analytical model for the large, fluctuating synaptic conductance state typical of neocortical neurons in vivo. J. Comput. Neurosci., 16, 159-175. Dayan, P. and Abbott, L. F. (2001). Theoretical Neuroscience, MIT Press (p166)
Author:	Sven Schrader, Eilif Muller
SeeAlso:	`iaf_cond_exp_sfa_rr` `aeif_cond_alpha` `iaf_psc_delta` `iaf_psc_exp` `iaf_cond_alpha`
Source:	/home/abuild/rpmbuild/BUILD/nest-2.4.1/models/iaf_cond_exp_sfa_rr.h