.. warning:: **Experimental — In Development.** The NEST-compatible model family is under active development. Parameter names, defaults, numerical behavior, and the set of available models may change without notice across 0.0.x releases. See the :doc:`NEST-style status page ` for current scope and limitations. NEST-Compatible Neuron Models ============================= Neuron models compatible with the `NEST simulator `_. .. currentmodule:: brainpy.state IAF Neurons — Current-Based (psc) ---------------------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst iaf_psc_delta iaf_psc_delta_ps iaf_psc_alpha iaf_psc_alpha_multisynapse iaf_psc_alpha_ps iaf_psc_exp iaf_psc_exp_multisynapse iaf_psc_exp_htum iaf_psc_exp_ps iaf_psc_exp_ps_lossless IAF Neurons — Conductance-Based (cond) --------------------------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst iaf_cond_alpha iaf_cond_alpha_mc iaf_cond_beta iaf_cond_exp iaf_cond_exp_sfa_rr IAF Neurons — Specialized Variants ------------------------------------ .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst iaf_bw_2001 iaf_bw_2001_exact iaf_chs_2007 iaf_chxk_2008 iaf_tum_2000 Adaptive Exponential IF (AdEx) Neurons -------------------------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst aeif_cond_alpha aeif_cond_alpha_astro aeif_cond_alpha_multisynapse aeif_cond_beta_multisynapse aeif_cond_exp aeif_psc_alpha aeif_psc_delta aeif_psc_delta_clopath aeif_psc_exp Generalized IF (GIF) Neurons ----------------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst gif_cond_exp gif_cond_exp_multisynapse gif_pop_psc_exp gif_psc_exp gif_psc_exp_multisynapse Multi-Timescale Adaptive Threshold (MAT) Neurons ------------------------------------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst mat2_psc_exp amat2_psc_exp Generalized LIF (GLIF) Neurons — Allen Institute ------------------------------------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst glif_cond glif_psc glif_psc_double_alpha Hodgkin-Huxley Family --------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst hh_psc_alpha hh_psc_alpha_clopath hh_psc_alpha_gap hh_cond_exp_traub hh_cond_beta_gap_traub ht_neuron Izhikevich Neuron ----------------- .. autosummary:: :toctree: generated/nest/ :nosignatures: :template: classtemplate.rst izhikevich Point Process Neurons --------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst pp_psc_delta pp_cond_exp_mc_urbanczik Binary Neurons -------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst mcculloch_pitts_neuron ginzburg_neuron erfc_neuron Rate Neurons ------------ .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst lin_rate_ipn lin_rate_opn tanh_rate_ipn tanh_rate_opn sigmoid_rate_ipn sigmoid_rate_gg_1998_ipn gauss_rate_ipn threshold_lin_rate_ipn threshold_lin_rate_opn rate_neuron_ipn rate_neuron_opn rate_transformer_node siegert_neuron Other Spiking Neurons --------------------- .. autosummary:: :toctree: generated/ :nosignatures: :template: classtemplate.rst ignore_and_fire