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
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iaf_psc_exp
Leaky integrate-and-fire neuron model with exponential PSCs
Source file: iaf_psc_exp.nestml
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iaf_psc_alpha
Leaky integrate-and-fire neuron model
Source file: iaf_psc_alpha.nestml
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iaf_cond_exp
Simple conductance based leaky integrate-and-fire neuron model
Source file: iaf_cond_exp.nestml
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iaf_cond_alpha
Simple conductance based leaky integrate-and-fire neuron model
Source file: iaf_cond_alpha.nestml
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iaf_cond_beta
Simple conductance based leaky integrate-and-fire neuron model
Source file: iaf_cond_beta.nestml
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izhikevich
Izhikevich neuron model
Source file: izhikevich.nestml
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hh_psc_alpha
Hodgkin-Huxley neuron model
Source file: hh_psc_alpha.nestml
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iaf_chxk_2008
Conductance based leaky integrate-and-fire neuron model used in Casti et al. 2008
Source file: iaf_chxk_2008.nestml
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aeif_cond_exp
Conductance based exponential integrate-and-fire neuron model
Source file: aeif_cond_exp.nestml
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aeif_cond_alpha
Conductance based exponential integrate-and-fire neuron model
Source file: aeif_cond_alpha.nestml
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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