Models library

Neuron models

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 - Conductance based exponential integrate-and-fire neuron model

Source file: aeif_cond_exp_neuron.nestml

Figure 6 Post-synaptic potential

Figure 7 Step current response

Figure 8 Firing rate vs. current

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

Source file: hh_cond_exp_traub_neuron.nestml

Figure 9 Post-synaptic potential

Figure 10 Step current response

Figure 11 Firing rate vs. current

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 - Hodgkin-Huxley neuron model

Source file: hh_psc_alpha_neuron.nestml

Figure 12 Post-synaptic potential

Figure 13 Step current response

Figure 14 Firing rate vs. current

hill_tononi_neuron

hill_tononi - Neuron model after Hill & Tononi (2005)

Source file: hill_tononi_neuron.nestml

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

Figure 15 Post-synaptic potential

Figure 16 Step current response

Figure 17 Firing rate vs. current

iaf_cond_alpha_neuron

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

Source file: iaf_cond_alpha_neuron.nestml

Figure 18 Post-synaptic potential

Figure 19 Step current response

Figure 20 Firing rate vs. current

iaf_cond_beta_neuron

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

Source file: iaf_cond_beta_neuron.nestml

Figure 21 Post-synaptic potential

Figure 22 Step current response

Figure 23 Firing rate vs. current

iaf_cond_exp_neuron

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

Source file: iaf_cond_exp_neuron.nestml

Figure 24 Post-synaptic potential

Figure 25 Step current response

Figure 26 Firing rate vs. current

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

Figure 27 Post-synaptic potential

Figure 28 Step current response

Figure 29 Firing rate vs. current

iaf_psc_alpha_neuron

iaf_psc_alpha - Leaky integrate-and-fire neuron model

Source file: iaf_psc_alpha_neuron.nestml

Figure 30 Post-synaptic potential

Figure 31 Step current response

Figure 32 Firing rate vs. current

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

Figure 33 Post-synaptic potential

Figure 34 Step current response

Figure 35 Firing rate vs. current

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 - 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 - Leaky integrate-and-fire neuron model

Source file: iaf_psc_exp_neuron.nestml

Figure 36 Post-synaptic potential

Figure 37 Step current response

Figure 38 Firing rate vs. current

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 - Izhikevich neuron model

Source file: izhikevich_neuron.nestml

Figure 39 Post-synaptic potential

Figure 40 Step current response

Figure 41 Firing rate vs. current

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

Source file: mat2_psc_exp_neuron.nestml

Figure 42 Post-synaptic potential

Figure 43 Step current response

Figure 44 Firing rate vs. current

terub_gpe_neuron

terub_gpe - Terman Rubin neuron model

Source file: terub_gpe_neuron.nestml

terub_stn_neuron

terub_stn - Terman Rubin neuron model

Source file: terub_stn_neuron.nestml

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 - Traub model according to Borgers 2017

Source file: traub_psc_alpha_neuron.nestml

wb_cond_exp_neuron

wb_cond_exp - Wang-Buzsaki model

Source file: wb_cond_exp_neuron.nestml

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

Source file: neuromodulated_stdp_synapse.nestml

noisy_synapse

Static synapse with Gaussian noise

Source file: noisy_synapse.nestml

static_synapse

Static synapse

Source file: static_synapse.nestml

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

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

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 model for spike-timing dependent plasticity

Source file: stdp_synapse.nestml

stdp_triplet_synapse

Synapse type with triplet spike-timing dependent plasticity

Source file: stdp_triplet_synapse.nestml