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Stochastic generators, spike-response models, and neural mass/population models.
Structs§
- Ermentrout
Kopell Population - Ermentrout-Kopell / Montbrió theta-neuron mean field. Montbrió et al. 2015.
- GLMNeuron
- GLM neuron — point-process generalized linear model. Pillow et al. 2008.
- Galves
Locherbach Neuron - Galves-Löcherbach 2013 — stochastic point process with memory.
- Gamma
Renewal Neuron - Gamma-renewal process — order-k Poisson with refractory ISI structure.
- Inhomogeneous
Poisson Neuron - Inhomogeneous Poisson — rate passed per step.
- Jansen
RitUnit - Jansen-Rit 1995 — neural mass model for EEG generation.
- Larter
Breakspear Neuron - Larter-Breakspear 2003 — neural mass with ion channels for whole-brain modelling.
- Poisson
Neuron - Poisson spike generator — P(spike in dt) = λ·dt.
- Spike
Response Neuron - SRM0 — Spike Response Model (kernel-based). Gerstner 1995.
- StochasticIF
Neuron - Stochastic IF — Ornstein-Uhlenbeck noise on LIF membrane.
- Wendling
Neuron - Wendling et al. 2002 — extended Jansen-Rit with slow GABA_B.
- Wilson
Cowan Unit - Wilson-Cowan 1972 — excitatory/inhibitory population rate model.
- Wong
Wang Unit - Wong-Wang 2006 — attractor decision-making model.