Models library

Neuron models

aeif_cond_alpha_neuron 

Conductance based exponential integrate-and-fire neuron model

Source file: aeif_cond_alpha_neuron.nestml

aeif_cond_exp_neuron 

Conductance based exponential integrate-and-fire neuron model

Source file: aeif_cond_exp_neuron.nestml

aeif_cond_exp_neuron — Figure 6 Post-synaptic potential

aeif_cond_exp_neuron — Figure 7 Step current response

aeif_cond_exp_neuron — Figure 8 Firing rate vs. current

aeif_psc_alpha_neuron 

Conductance based exponential integrate-and-fire neuron model

Source file: aeif_psc_alpha_neuron.nestml

hh_cond_exp_destexhe_neuron 

Hodgin Huxley based model, Traub, Destexhe and Mainen modified

Source file: hh_cond_exp_destexhe_neuron.nestml

hh_cond_exp_traub_neuron 

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

Source file: hh_cond_exp_traub_neuron.nestml

hh_cond_exp_traub_neuron — Figure 9 Post-synaptic potential

hh_cond_exp_traub_neuron — Figure 10 Step current response

hh_cond_exp_traub_neuron — Figure 11 Firing rate vs. current

hh_moto_5ht_neuron 

a motor neuron model in HH formalism with 5HT modulation

Source file: hh_moto_5ht_neuron.nestml

hh_psc_alpha_neuron 

Hodgkin-Huxley neuron model

Source file: hh_psc_alpha_neuron.nestml

hh_psc_alpha_neuron — Figure 12 Post-synaptic potential

hh_psc_alpha_neuron — Figure 13 Step current response

hh_psc_alpha_neuron — Figure 14 Firing rate vs. current

hill_tononi_neuron 

Neuron model after Hill & Tononi (2005)

Source file: hill_tononi_neuron.nestml

iaf_chxk_2008_neuron 

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

Source file: iaf_chxk_2008_neuron.nestml

iaf_chxk_2008_neuron — Figure 15 Post-synaptic potential

iaf_chxk_2008_neuron — Figure 16 Step current response

iaf_chxk_2008_neuron — Figure 17 Firing rate vs. current

iaf_cond_alpha_neuron 

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_alpha_neuron.nestml

iaf_cond_alpha_neuron — Figure 18 Post-synaptic potential

iaf_cond_alpha_neuron — Figure 19 Step current response

iaf_cond_alpha_neuron — Figure 20 Firing rate vs. current

iaf_cond_beta_neuron 

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_beta_neuron.nestml

iaf_cond_beta_neuron — Figure 21 Post-synaptic potential

iaf_cond_beta_neuron — Figure 22 Step current response

iaf_cond_beta_neuron — Figure 23 Firing rate vs. current

iaf_cond_exp_neuron 

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_exp_neuron.nestml

iaf_cond_exp_neuron — Figure 24 Post-synaptic potential

iaf_cond_exp_neuron — Figure 25 Step current response

iaf_cond_exp_neuron — Figure 26 Firing rate vs. current

iaf_cond_exp_sfa_rr_neuron 

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

Source file: iaf_cond_exp_sfa_rr_neuron.nestml

iaf_cond_exp_sfa_rr_neuron — Figure 27 Post-synaptic potential

iaf_cond_exp_sfa_rr_neuron — Figure 28 Step current response

iaf_cond_exp_sfa_rr_neuron — Figure 29 Firing rate vs. current

iaf_psc_alpha_neuron 

Leaky integrate-and-fire neuron model

Source file: iaf_psc_alpha_neuron.nestml

iaf_psc_alpha_neuron — Figure 30 Post-synaptic potential

iaf_psc_alpha_neuron — Figure 31 Step current response

iaf_psc_alpha_neuron — Figure 32 Firing rate vs. current

iaf_psc_delta_fixed_timestep_neuron 

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

Source file: iaf_psc_delta_fixed_timestep_neuron.nestml

iaf_psc_delta_neuron 

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

Source file: iaf_psc_delta_neuron.nestml

iaf_psc_delta_neuron — Figure 33 Post-synaptic potential

iaf_psc_delta_neuron — Figure 34 Step current response

iaf_psc_delta_neuron — Figure 35 Firing rate vs. current

iaf_psc_exp_htum_neuron 

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

Source file: iaf_psc_exp_htum_neuron.nestml

iaf_psc_exp_neuron 

Leaky integrate-and-fire neuron model

Source file: iaf_psc_exp_neuron.nestml

iaf_psc_exp_neuron — Figure 36 Post-synaptic potential

iaf_psc_exp_neuron — Figure 37 Step current response

iaf_psc_exp_neuron — Figure 38 Firing rate vs. current

ignore_and_fire_neuron 

Neuron generating spikes at fixed intervals irrespective of inputs

Source file: ignore_and_fire_neuron.nestml

izhikevich_neuron 

Izhikevich neuron model

Source file: izhikevich_neuron.nestml

izhikevich_neuron — Figure 39 Post-synaptic potential

izhikevich_neuron — Figure 40 Step current response

izhikevich_neuron — Figure 41 Firing rate vs. current

izhikevich_psc_alpha_neuron 

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

Source file: izhikevich_psc_alpha_neuron.nestml

mat2_psc_exp_neuron 

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

Source file: mat2_psc_exp_neuron.nestml

mat2_psc_exp_neuron — Figure 42 Post-synaptic potential

mat2_psc_exp_neuron — Figure 43 Step current response

mat2_psc_exp_neuron — Figure 44 Firing rate vs. current

terub_gpe_neuron 

Terman Rubin neuron model

Source file: terub_gpe_neuron.nestml

terub_stn_neuron 

Terman Rubin neuron model

Source file: terub_stn_neuron.nestml

traub_cond_multisyn_neuron 

Traub model according to Borgers 2017

Source file: traub_cond_multisyn_neuron.nestml

traub_psc_alpha_neuron 

Traub model according to Borgers 2017

Source file: traub_psc_alpha_neuron.nestml

wb_cond_exp_neuron 

Wang-Buzsaki model

Source file: wb_cond_exp_neuron.nestml

wb_cond_multisyn_neuron 

Wang-Buzsaki model with multiple synapses

Source file: wb_cond_multisyn_neuron.nestml

Synapse models

static_synapse 

Static synapse

Source file: static_synapse.nestml

noisy_synapse 

Static synapse with Gaussian noise

Source file: noisy_synapse.nestml

tsodyks_synapse 

Synapse type with short term plasticity

Source file: tsodyks_synapse.nestml

stdp_synapse 

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

stdsp_synapse

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

Source file: stdsp_synapse.nestml

stdp_nn_pre_centered_synapse 

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

neuromodulated_stdp_synapse 

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

Source file: neuromodulated_stdp_synapse.nestml