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_delta
iaf_psc_delta

iaf_psc_exp

Leaky integrate-and-fire neuron model with exponential PSCs

Source file: iaf_psc_exp.nestml

iaf_psc_exp
iaf_psc_exp

iaf_psc_alpha

Leaky integrate-and-fire neuron model

Source file: iaf_psc_alpha.nestml

iaf_psc_alpha
iaf_psc_alpha

iaf_cond_exp

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_exp.nestml

iaf_cond_exp
iaf_cond_exp

iaf_cond_alpha

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_alpha.nestml

iaf_cond_alpha
iaf_cond_alpha

iaf_cond_beta

Simple conductance based leaky integrate-and-fire neuron model

Source file: iaf_cond_beta.nestml

iaf_cond_beta
iaf_cond_beta

izhikevich

Izhikevich neuron model

Source file: izhikevich.nestml

izhikevich
izhikevich

hh_psc_alpha

Hodgkin-Huxley neuron model

Source file: hh_psc_alpha.nestml

hh_psc_alpha
hh_psc_alpha

iaf_chxk_2008

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

Source file: iaf_chxk_2008.nestml

iaf_chxk_2008
iaf_chxk_2008

aeif_cond_exp

Conductance based exponential integrate-and-fire neuron model

Source file: aeif_cond_exp.nestml

aeif_cond_exp
aeif_cond_exp

aeif_cond_alpha

Conductance based exponential integrate-and-fire neuron model

Source file: aeif_cond_alpha.nestml

aeif_cond_alpha
aeif_cond_alpha

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