Module neuron 

Stable composition surface for the v3 engine’s foundational neuron models.

Modules

adex 🔒

bitstream_averager 🔒

dendritic_neuron 🔒

exp_if 🔒

fixed_point_lif 🔒

homeostatic_lif 🔒

izhikevich 🔒

lapicque 🔒

Structs

AdExNeuron

Adaptive Exponential IF neuron. Brette & Gerstner 2005. PyO3 wrapper: pyo3_neurons::PyAdExNeuron

BitstreamAverager

Sliding-window bitstream probability estimator.

DendriticNeuron

XOR-nonlinearity dendritic neuron.

ExpIfNeuron

Exponential IF (no adaptation). Fourcaud-Trocmé et al. 2003.

FixedPointLif

Fixed-point leaky-integrate-and-fire neuron state and parameters.

HomeostaticLif

Homeostatic LIF neuron with adaptive threshold.

Izhikevich

Izhikevich neuron (floating-point).

LapicqueNeuron

Lapicque 1907 — classical RC integrate-and-fire.

Functions

mask

Mask and sign-interpret an integer to width bits (branchless).