Module rate 

Compatibility facade for bounded rate-model modules.

Modules

amari_neural_field 🔒

astrocyte_model 🔒

compte_wm 🔒

fractional_lif 🔒

leaky_compete_fire 🔒

liquid_time_constant 🔒

mcculloch_pitts 🔒

parallel_spiking 🔒

siegert_transfer_function 🔒

sigmoid_rate 🔒

threshold_linear_rate 🔒

tsodyks_markram 🔒

Structs

AmariNeuralField

Amari neural field — continuous attractor with Mexican hat kernel.

AstrocyteModel

Li-Rinzel IP3R astrocyte model — Ca²⁺ dynamics.

CompteWMNeuron

Compte WM — NMDA-based working-memory neuron. Compte et al. 2000.

FractionalLIFNeuron

Fractional-order LIF — Grünwald-Letnikov approximation. Teka et al. 2014.

LeakyCompeteFireNeuron

Leaky Compete-and-Fire — winner-take-all with lateral inhibition. Oster et al. 2009.

LiquidTimeConstantNeuron

Liquid Time-Constant neuron — input-dependent time constant. Hasani et al. 2021.

McCullochPittsNeuron

McCulloch-Pitts 1943 — excitatory-count threshold with absolute inhibition.

ParallelSpikingNeuron

Parallel Spiking Neuron — convolution-based filter. Fang et al. 2023.

SiegertTransferFunction

Siegert transfer function — analytical stationary firing rate of a LIF neuron.

SigmoidRateNeuron

Sigmoid rate neuron — Wilson-Cowan-style single unit.

ThresholdLinearRateNeuron

Threshold-linear continuous-rate transfer with cached output.

TsodyksMarkramNeuron

Tsodyks-Markram 1997 — LIF with short-term synaptic plasticity.