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_neuron.nestml

iaf_psc_exp 

Leaky integrate-and-fire neuron model

Source file: iaf_psc_exp_neuron.nestml

iaf_psc_alpha 

Leaky integrate-and-fire neuron model

Source file: iaf_psc_alpha_neuron.nestml

iaf_cond_exp 

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_exp_neuron.nestml

iaf_cond_alpha 

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_alpha_neuron.nestml

iaf_cond_beta 

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_beta_neuron.nestml

izhikevich 

Izhikevich neuron model

Source file: izhikevich_neuron.nestml

hh_psc_alpha 

Hodgkin-Huxley neuron model

Source file: hh_psc_alpha_neuron.nestml

hh_cond_exp_traub 

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

Source file: hh_cond_exp_traub_neuron.nestml

aeif_cond_exp 

Conductance based exponential integrate-and-fire neuron model

Source file: aeif_cond_exp_neuron.nestml

aeif_cond_alpha 

Conductance based exponential integrate-and-fire neuron model

Source file: aeif_cond_alpha_neuron.nestml

mat2_psc_exp 

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

Source file: mat2_psc_exp_neuron.nestml

izhikevich_psc_alpha 

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

Source file: izhikevich_psc_alpha_neuron.nestml

iaf_psc_exp_htum 

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

Source file: iaf_psc_exp_htum_neuron.nestml

hh_moto_5ht 

_nestml - a motor neuron model in HH formalism with 5HT modulation

Source file: hh_moto_5ht_neuron.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_neuron.nestml

hh_cond_exp_destexhe 

Hodgin Huxley based model, Traub, Destexhe and Mainen modified

Source file: hh_cond_exp_destexhe_neuron.nestml

wb_cond_multisyn 

Wang-Buzsaki model with multiple synapses

Source file: wb_cond_multisyn_neuron.nestml

iaf_chxk_2008 

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

Source file: iaf_chxk_2008_neuron.nestml

ignore_and_fire 

Neuron generating spikes at fixed intervals irrespective of inputs

Source file: ignore_and_fire_neuron.nestml

wb_cond_exp 

Wang-Buzsaki model

Source file: wb_cond_exp_neuron.nestml

terub_stn 

Terman Rubin neuron model

Source file: terub_stn_neuron.nestml

traub_psc_alpha 

Traub model according to Borgers 2017

Source file: traub_psc_alpha_neuron.nestml

hill_tononi 

Neuron model after Hill & Tononi (2005)

Source file: hill_tononi_neuron.nestml

traub_cond_multisyn 

Traub model according to Borgers 2017

Source file: traub_cond_multisyn_neuron.nestml

terub_gpe 

Terman Rubin neuron model

Source file: terub_gpe_neuron.nestml

iaf_psc_exp_dend 

Leaky integrate-and-fire neuron model with exponential PSCs

Source file: iaf_psc_exp_dend_neuron.nestml

Synapse models

static_synapse 

Static synapse

Source file: static_synapse

noisy_synapse 

Static synapse with Gaussian noise

Source file: noisy_synapse

stdp_synapse 

stdp - Synapse model for spike-timing dependent plasticity

Source file: stdp_synapse

stdp_nn_pre_centered_synapse 

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

Source file: stdp_nn_pre_centered_synapse

stdp_nn_restr_symm_synapse 

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

Source file: stdp_nn_restr_symm_synapse

stdp_nn_symm_synapse 

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

Source file: stdp_nn_symm_synapse

stdp_triplet_nn_synapse 

stdp_triplet_nn - Synapse type with triplet spike-timing dependent plasticity

Source file: stdp_triplet_nn_synapse

stdp_triplet_synapse

stdp_triplet - Synapse type with triplet spike-timing dependent plasticity

Source file: stdp_triplet_synapse

third_factor_stdp_synapse 

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

Source file: third_factor_stdp_synapse

neuromodulated_stdp_synapse 

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

Source file: neuromodulated_stdp_synapse