Model directory: synapse

The model directory is organized and autogenerated by keywords (e.g., adaptive threshold, conductance-based etc.). Models that contain a specific keyword will be listed under that word. For more information on models, see our intro to NEST models.

Clopath Plasticity

• clopath_synapse – Synapse type for voltage-based STDP after Clopath

Hill-Tononi Plasticity

• ht_synapse – Synapse with depression after Hill & Tononi (2005)

Astrocyte

• sic_connection – Synapse type for astrocyte-neuron connections

Continuous Delay

• cont_delay_synapse – Synapse type for continuous delays

Current-Based

• iaf_tum_2000 – Leaky integrate-and-fire neuron model with exponential PSCs and integrated short-term plasticity synapse

E-Prop Plasticity

• eprop_learning_signal_connection_bsshslm_2020 – Synapse model transmitting feedback learning signals for e-prop plasticity

• eprop_synapse_bsshslm_2020 – Synapse type for e-prop plasticity

Gap Junction

• gap_junction – Synapse type for gap-junction connections

Instantaneous

• rate_connection_instantaneous – Synapse type for instantaneous rate connections

Instantaneous Rate

• diffusion_connection – Synapse type for instantaneous rate connections between neurons of type siegert_neuron

Integrate-And-Fire

• iaf_tum_2000 – Leaky integrate-and-fire neuron model with exponential PSCs and integrated short-term plasticity synapse

Neuron

• iaf_tum_2000 – Leaky integrate-and-fire neuron model with exponential PSCs and integrated short-term plasticity synapse

Rate

• rate_connection_delayed – Synapse type for rate connections with delay

• rate_connection_instantaneous – Synapse type for instantaneous rate connections

Short-Term Plasticity

• iaf_tum_2000 – Leaky integrate-and-fire neuron model with exponential PSCs and integrated short-term plasticity synapse

• quantal_stp_synapse – Probabilistic synapse model with short term plasticity

• tsodyks2_synapse – Synapse type with short term plasticity

• tsodyks_synapse – Synapse type with short term plasticity

• tsodyks_synapse_hom – Synapse type with short term plasticity using homogeneous parameters

Spike-Timing-Dependent Plasticity

• clopath_synapse – Synapse type for voltage-based STDP after Clopath

• jonke_synapse – Synapse type for spike-timing dependent plasticity with additional additive factors.

• stdp_dopamine_synapse – Synapse type for dopamine-modulated spike-timing dependent plasticity

• stdp_facetshw_synapse_hom – Synapse type for spike-timing dependent plasticity using homogeneous parameters

• stdp_nn_pre_centered_synapse – Synapse type for spike-timing dependent plasticity with presynaptic-centered nearest-neighbour spike pairing scheme

• stdp_nn_restr_synapse – Synapse type for spike-timing dependent plasticity with restricted symmetric nearest-neighbour spike pairing scheme

• stdp_nn_symm_synapse – Synapse type for spike-timing dependent plasticity with symmetric nearest-neighbour spike pairing scheme

• stdp_pl_synapse_hom – Synapse type for spike-timing dependent plasticity with power law

• stdp_synapse – Synapse type for spike-timing dependent plasticity

• stdp_synapse_hom – Synapse type for spike-timing dependent plasticity using homogeneous parameters

• stdp_triplet_synapse – Synapse type with spike-timing dependent plasticity (triplets)

• urbanczik_synapse – Synapse type for a plastic synapse after Urbanczik and Senn

• vogels_sprekeler_synapse – Synapse type for symmetric spike-timing dependent plasticity with constant depression

Static

• bernoulli_synapse – Static synapse with stochastic transmission

• static_synapse – Synapse type for static connections

• static_synapse_hom_w – Synapse type for static connections with homogeneous weight