Module special 

Compatibility facade for the former mixed special-model module.

Implementations now live in modules named for their mathematical or biological responsibility. Historical re-exports remain stable.

Re-exports

pub use crate::wong_wang::WongWangUnit;

pub use crate::neurons::ermentrout_kopell_pop::ErmentroutKopellPopulation;

Modules

larter_breakspear_neural_mass 🔒

Conductance-based Larter-Breakspear whole-brain neural-mass dynamics.

spike_response_models 🔒

Kernel-based SRM0 and point-process generalised linear models.

stochastic_point_processes 🔒

Homogeneous Poisson, inhomogeneous Poisson, and gamma-renewal processes.

stochastic_spiking_models 🔒

Membrane-state stochastic IF and Galves-Löcherbach point-process models.

wendling_neural_mass 🔒

Wendling extended Jansen-Rit dynamics with slow GABA_B inhibition.

wilson_cowan_population 🔒

Wilson-Cowan excitatory/inhibitory population dynamics.

Structs

GLMNeuron

GLM neuron — point-process generalized linear model. Pillow et al. 2008.

GalvesLocherbachNeuron

Galves-Löcherbach 2013 — stochastic point process with memory.

GammaRenewalNeuron

Gamma-renewal process — order-k Poisson with refractory ISI structure.

InhomogeneousPoissonNeuron

Inhomogeneous Poisson — rate passed per step.

LarterBreakspearNeuron

Larter-Breakspear 2003 — neural mass with ion channels for whole-brain modelling.

PoissonNeuron

Homogeneous Poisson binary-bin generator with a replayable LFSR16 stream.

SpikeResponseNeuron

SRM0 — Spike Response Model (kernel-based). Gerstner 1995.

StochasticIFNeuron

Stochastic IF — Ornstein-Uhlenbeck noise on LIF membrane.

WendlingNeuron

Wendling et al. 2002 — extended Jansen-Rit with slow GABA_B.

WilsonCowanUnit

Wilson-Cowan 1972 — excitatory/inhibitory population rate model.