Models library

Neuron models

iaf_psc_delta 

Current-based leaky integrate-and-fire neuron model with delta-kernel post-synaptic currents

Source file: iaf_psc_delta.nestml

iaf_psc_exp 

Leaky integrate-and-fire neuron model with exponential PSCs

Source file: iaf_psc_exp.nestml

iaf_psc_alpha 

Leaky integrate-and-fire neuron model

Source file: iaf_psc_alpha.nestml

iaf_cond_exp 

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_exp.nestml

iaf_cond_alpha 

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_alpha.nestml

iaf_cond_beta 

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_beta.nestml

izhikevich 

Izhikevich neuron model

Source file: izhikevich.nestml

hh_psc_alpha 

Hodgkin-Huxley neuron model

Source file: hh_psc_alpha.nestml

iaf_chxk_2008 

Conductance based leaky integrate-and-fire neuron model used in Casti et al. 2008

Source file: iaf_chxk_2008.nestml

aeif_cond_exp 

Conductance based exponential integrate-and-fire neuron model

Source file: aeif_cond_exp.nestml

aeif_cond_alpha 

Conductance based exponential integrate-and-fire neuron model

Source file: aeif_cond_alpha.nestml

terub_gpe 

Terman Rubin neuron model

Source file: terub_gpe.nestml

traub_cond_multisyn 

Traub model according to Borgers 2017

Source file: traub_cond_multisyn.nestml

mat2_psc_exp 

Non-resetting leaky integrate-and-fire neuron model with exponential PSCs and adaptive threshold

Source file: mat2_psc_exp.nestml

hill_tononi 

Neuron model after Hill & Tononi (2005)

Source file: hill_tononi.nestml

hh_cond_exp_traub 

Hodgkin-Huxley model for Brette et al (2007) review

Source file: hh_cond_exp_traub.nestml

iaf_cond_exp_sfa_rr 

Conductance based leaky integrate-and-fire model with spike-frequency adaptation and relative refractory mechanisms

Source file: iaf_cond_exp_sfa_rr.nestml

traub_psc_alpha 

Traub model according to Borgers 2017

Source file: traub_psc_alpha.nestml

iaf_psc_exp_dend 

Leaky integrate-and-fire neuron model with exponential PSCs

Source file: iaf_psc_exp_dend.nestml

wb_cond_exp 

Wang-Buzsaki model

Source file: wb_cond_exp.nestml

hh_cond_exp_destexhe 

Hodgin Huxley based model, Traub, Destexhe and Mainen modified

Source file: hh_cond_exp_destexhe.nestml

terub_stn 

Terman Rubin neuron model

Source file: terub_stn.nestml

iaf_psc_exp_htum 

Leaky integrate-and-fire model with separate relative and absolute refractory period

Source file: iaf_psc_exp_htum.nestml

izhikevich_psc_alpha 

Detailed Izhikevich neuron model with alpha-kernel post-synaptic current

Source file: izhikevich_psc_alpha.nestml

wb_cond_multisyn 

Wang-Buzsaki model with multiple synapses

Source file: wb_cond_multisyn.nestml

ignore_and_fire 

Neuron generating spikes at fixed intervals irrespective of inputs

Source file: ignore_and_fire.nestml

Synapse models

static 

Static synapse

Source file: static_synapse.nestml

noisy_synapse 

Static synapse with Gaussian noise

Source file: noisy_synapse.nestml

stdp 

Synapse model for spike-timing dependent plasticity

Source file: stdp_synapse.nestml

stdp_nn_pre_centered 

Synapse type for spike-timing dependent plasticity, with nearest-neighbour spike pairing

Source file: stdp_nn_pre_centered.nestml

stdp_nn_restr_symm 

Synapse type for spike-timing dependent plasticity with restricted symmetric nearest-neighbour spike pairing scheme

Source file: stdp_nn_restr_symm.nestml

stdp_nn_symm 

Synapse type for spike-timing dependent plasticity with symmetric nearest-neighbour spike pairing scheme

Source file: stdp_nn_symm.nestml

stdp_triplet_nn 

Synapse type with triplet spike-timing dependent plasticity

Source file: triplet_stdp_synapse.nestml

stdp_triplet 

Synapse type with triplet spike-timing dependent plasticity

Source file: stdp_triplet_naive.nestml

third_factor_stdp 

Synapse model for spike-timing dependent plasticity with postsynaptic third-factor modulation

Source file: third_factor_stdp_synapse.nestml

neuromodulated_stdp 

Synapse model for spike-timing dependent plasticity modulated by a neurotransmitter such as dopamine

Source file: neuromodulated_stdp.nestml