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Model Directory: neuron¶
Hodgkin-Huxley¶
Adaptive Threshold¶
aeif_cond_alpha – Conductance based exponential integrate-and-fire neuron model
aeif_cond_beta_multisynapse – Conductance based adaptive exponential integrate-and-fire neuron model
aeif_cond_exp – Conductance based exponential integrate-and-fire neuron model
aeif_psc_alpha – Current-based exponential integrate-and-fire neuron model
aeif_psc_delta_clopath – Adaptive exponential integrate-and-fire neuron
aeif_psc_exp – Current-based exponential integrate-and-fire neuron model
Binary¶
Conductance-Based¶
aeif_cond_alpha – Conductance based exponential integrate-and-fire neuron model
aeif_cond_beta_multisynapse – Conductance based adaptive exponential integrate-and-fire neuron model
aeif_cond_exp – Conductance based exponential integrate-and-fire neuron model
gif_cond_exp – Conductance-based generalized integrate-and-fire neuron model
hh_cond_exp_traub – Hodgkin-Huxley model for Brette et al (2007) review
iaf_cond_alpha – Simple conductance based leaky integrate-and-fire neuron model
iaf_cond_alpha_mc – Multi-compartment conductance-based leaky integrate-and-fire neuron model
iaf_cond_beta – Simple conductance based leaky integrate-and-fire neuron model
iaf_cond_exp – Simple conductance based leaky integrate-and-fire neuron model
pp_cond_exp_mc_urbanczik – Two-compartment point process neuron with conductance-based synapses
Current-Based¶
aeif_psc_alpha – Current-based exponential integrate-and-fire neuron model
aeif_psc_delta_clopath – Adaptive exponential integrate-and-fire neuron
aeif_psc_exp – Current-based exponential integrate-and-fire neuron model
gif_psc_exp – Current-based generalized integrate-and-fire neuron model
hh_psc_alpha_clopath – Hodgkin-Huxley neuron model with support for Clopath plasticity
hh_psc_alpha_gap – Hodgkin-Huxley neuron model with gap-junction support
iaf_psc_alpha_multisynapse – Leaky integrate-and-fire neuron model with multiple ports
iaf_psc_exp – Leaky integrate-and-fire neuron model with exponential PSCs
pp_pop_psc_delta – Population of point process neurons with leaky integration of delta-shaped PSCs
pp_psc_delta – Point process neuron with leaky integration of delta-shaped PSCs
Integrate-And-Fire¶
aeif_cond_alpha – Conductance based exponential integrate-and-fire neuron model
aeif_cond_beta_multisynapse – Conductance based adaptive exponential integrate-and-fire neuron model
aeif_cond_exp – Conductance based exponential integrate-and-fire neuron model
aeif_psc_alpha – Current-based exponential integrate-and-fire neuron model
aeif_psc_delta_clopath – Adaptive exponential integrate-and-fire neuron
aeif_psc_exp – Current-based exponential integrate-and-fire neuron model
gif_cond_exp – Conductance-based generalized integrate-and-fire neuron model
gif_psc_exp – Current-based generalized integrate-and-fire neuron model
iaf_chs_2007 – Spike-response model used in Carandini et al. 2007
iaf_cond_alpha – Simple conductance based leaky integrate-and-fire neuron model
iaf_cond_alpha_mc – Multi-compartment conductance-based leaky integrate-and-fire neuron model
iaf_cond_beta – Simple conductance based leaky integrate-and-fire neuron model
iaf_cond_exp – Simple conductance based leaky integrate-and-fire neuron model
iaf_psc_alpha_multisynapse – Leaky integrate-and-fire neuron model with multiple ports
iaf_psc_exp – Leaky integrate-and-fire neuron model with exponential PSCs
iaf_psc_exp_multisynapse – Leaky integrate-and-fire neuron model with multiple ports
Rate¶
rate_neuron_ipn – Base class for rate model with input noise
rate_neuron_opn – Base class for rate model with output noise
siegert_neuron – model for mean-field analysis of spiking networks
sigmoid_rate – Rate neuron model with sigmoidal gain function
sigmoid_rate_gg_1998 – rate model with sigmoidal gain function
tanh_rate – rate model with hyperbolic tangent non-linearity
threshold_lin_rate – Rate model with threshold-linear gain function