BrainPy-style Neurons#

BrainPy-style spiking neuron models.

Leaky Integrate-and-Fire Models#

IF

Integrate-and-Fire (IF) neuron model.

LIF

Leaky Integrate-and-Fire (LIF) neuron model.

LIFRef

Leaky Integrate-and-Fire neuron model with refractory period.

ALIF

Adaptive Leaky Integrate-and-Fire (ALIF) neuron model.

ExpIF

Exponential Integrate-and-Fire (ExpIF) neuron model.

ExpIFRef

Exponential Integrate-and-Fire neuron model with refractory mechanism.

AdExIF

Adaptive exponential Integrate-and-Fire (AdExIF) neuron model.

AdExIFRef

Adaptive exponential Integrate-and-Fire neuron model with refractory mechanism.

QuaIF

Quadratic Integrate-and-Fire (QuaIF) neuron model.

AdQuaIF

Adaptive Quadratic Integrate-and-Fire (AdQuaIF) neuron model.

AdQuaIFRef

Adaptive Quadratic Integrate-and-Fire neuron model with refractory mechanism.

Gif

Generalized Integrate-and-Fire (Gif) neuron model.

GifRef

Generalized Integrate-and-Fire neuron model with refractory mechanism.

Izhikevich Models#

Izhikevich

Izhikevich neuron model.

IzhikevichRef

Izhikevich neuron model with refractory period.

Hodgkin-Huxley Models#

HH

Hodgkin–Huxley neuron model.

MorrisLecar

The Morris-Lecar neuron model.

WangBuzsakiHH

Wang-Buzsaki model, an implementation of a modified Hodgkin-Huxley model.