Models library

Neuron models

aeif_cond_alpha_neuron <aeif_cond_alpha_neuron>

aeif_cond_alpha - Conductance based exponential integrate-and-fire neuron model

Source file: aeif_cond_alpha_neuron.nestml

aeif_cond_exp_neuron <aeif_cond_exp_neuron>

aeif_cond_exp - Conductance based exponential integrate-and-fire neuron model

Source file: aeif_cond_exp_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

hh_cond_exp_destexhe_neuron <hh_cond_exp_destexhe_neuron>

hh_cond_exp_destexhe - Hodgin Huxley based model, Traub, Destexhe and Mainen modified

Source file: hh_cond_exp_destexhe_neuron.nestml

hh_cond_exp_traub_neuron <hh_cond_exp_traub_neuron>

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

Source file: hh_cond_exp_traub_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

hh_moto_5ht_neuron <hh_moto_5ht_neuron>

hh_moto_5ht_nestml - a motor neuron model in HH formalism with 5HT modulation

Source file: hh_moto_5ht_neuron.nestml

hh_psc_alpha_neuron <hh_psc_alpha_neuron>

hh_psc_alpha - Hodgkin-Huxley neuron model

Source file: hh_psc_alpha_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

hill_tononi_neuron <hill_tononi_neuron>

hill_tononi - Neuron model after Hill & Tononi (2005)

Source file: hill_tononi_neuron.nestml

iaf_chxk_2008_neuron <iaf_chxk_2008_neuron>

iaf_chxk_2008 - Conductance based leaky integrate-and-fire neuron model used in Casti et al. 2008

Source file: iaf_chxk_2008_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

iaf_cond_alpha_neuron <iaf_cond_alpha_neuron>

iaf_cond_alpha - Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_alpha_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

iaf_cond_beta_neuron <iaf_cond_beta_neuron>

iaf_cond_beta - Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_beta_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

iaf_cond_exp_neuron <iaf_cond_exp_neuron>

iaf_cond_exp - Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_exp_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

iaf_cond_exp_sfa_rr_neuron <iaf_cond_exp_sfa_rr_neuron>

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

Post-synaptic potential Step current response Firing rate vs. current

iaf_psc_alpha_neuron <iaf_psc_alpha_neuron>

iaf_psc_alpha - Leaky integrate-and-fire neuron model

Source file: iaf_psc_alpha_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

iaf_psc_delta_neuron <iaf_psc_delta_neuron>

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

Source file: iaf_psc_delta_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

iaf_psc_exp_dend_neuron <iaf_psc_exp_dend_neuron>

iaf_psc_exp_dend - Leaky integrate-and-fire neuron model with exponential PSCs

Source file: iaf_psc_exp_dend_neuron.nestml

iaf_psc_exp_htum_neuron <iaf_psc_exp_htum_neuron>

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

Source file: iaf_psc_exp_htum_neuron.nestml

iaf_psc_exp_neuron <iaf_psc_exp_neuron>

iaf_psc_exp - Leaky integrate-and-fire neuron model

Source file: iaf_psc_exp_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

ignore_and_fire_neuron <ignore_and_fire_neuron>

ignore_and_fire - Neuron generating spikes at fixed intervals irrespective of inputs

Source file: ignore_and_fire_neuron.nestml

izhikevich_neuron <izhikevich_neuron>

izhikevich - Izhikevich neuron model

Source file: izhikevich_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

izhikevich_psc_alpha_neuron <izhikevich_psc_alpha_neuron>

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

Source file: izhikevich_psc_alpha_neuron.nestml

mat2_psc_exp_neuron <mat2_psc_exp_neuron>

mat2_psc_exp - Non-resetting leaky integrate-and-fire neuron model with exponential PSCs and adaptive threshold

Source file: mat2_psc_exp_neuron.nestml

Post-synaptic potential Step current response Firing rate vs. current

terub_gpe_neuron <terub_gpe_neuron>

terub_gpe - Terman Rubin neuron model

Source file: terub_gpe_neuron.nestml

terub_stn_neuron <terub_stn_neuron>

terub_stn - Terman Rubin neuron model

Source file: terub_stn_neuron.nestml

traub_cond_multisyn_neuron <traub_cond_multisyn_neuron>

traub_cond_multisyn - Traub model according to Borgers 2017

Source file: traub_cond_multisyn_neuron.nestml

traub_psc_alpha_neuron <traub_psc_alpha_neuron>

traub_psc_alpha - Traub model according to Borgers 2017

Source file: traub_psc_alpha_neuron.nestml

wb_cond_exp_neuron <wb_cond_exp_neuron>

wb_cond_exp - Wang-Buzsaki model

Source file: wb_cond_exp_neuron.nestml

wb_cond_multisyn_neuron <wb_cond_multisyn_neuron>

wb_cond_multisyn - Wang-Buzsaki model with multiple synapses

Source file: wb_cond_multisyn_neuron.nestml

Synapse models

neuromodulated_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.nestml

noisy_synapse <noisy_synapse>

Static synapse with Gaussian noise

Source file: noisy_synapse.nestml

static_synapse <static_synapse>

Static synapse

Source file: static_synapse.nestml

stdp_nn_pre_centered_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.nestml

stdp_nn_restr_symm_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.nestml

stdp_nn_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.nestml

stdp_synapse <stdp_synapse>

stdp - Synapse model for spike-timing dependent plasticity

Source file: stdp_synapse.nestml

stdp_triplet_synapse <stdp_triplet_synapse>

Synapse type with triplet spike-timing dependent plasticity

Source file: stdp_triplet_synapse.nestml

third_factor_stdp_synapse <third_factor_stdp_synapse>

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

Source file: third_factor_stdp_synapse.nestml