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Package ca.nengo.model.neuron.impl

Interface Summary
SpikeGeneratorFactory Creates SpikeGenerators.
SynapticIntegratorFactory Creates SynapticIntegrators.
 

Class Summary
ALIFNeuronFactory A factory for adapting leaky integrate-and-fire neurons.
ALIFSpikeGenerator An adapting leaky-integrate-and-fire model of spike generation.
ALIFSpikeGenerator.Factory Creates ALIFSpikeGenerators.
DynamicalSystemSpikeGenerator A SpikeGenerator for which spiking dynamics are expressed in terms of a DynamicalSystem.
ExpandableSpikingNeuron A SpikingNeuron with an ExpandableSynapticIntegrator.
GruberNeuronFactory Creates GruberNeurons
GruberNeuronFactory.GruberNeuron Class representing the actual neuron
GruberSpikeGenerator Model of spike generation in medium-spiny striatal neurons from: Gruber, Solla, Surmeier & Houk (2003) Modulation of striatal single units by expected reward: a spiny neuron model displaying dopamine-induced bistability, J Neurophysiol 90: 1095-1114.
GruberSpikeGenerator.GruberDynamics Implements dynamics of Gruber et al.
HodgkinHuxleySpikeGenerator A SpikeGenerator based on the Hodgkin-Huxley model.
HodgkinHuxleySpikeGenerator.HodgkinHuxleyNeuronFactory A factory of neurons with linear synaptic integration and Hodgkin-Huxley spike generation.
HodgkinHuxleySpikeGenerator.HodgkinHuxleySystem Hodgkin-Huxley spiking dynamics.
IzhikevichSpikeGenerator From Izhikevich, 2003, the model is:
v' = 0.04v*v + 5v + 140 - u + I
u' = a(bv - u)
LIFNeuronFactory A factory for leaky-integrate-and-fire neurons.
LIFSpikeGenerator A leaky-integrate-and-fire model of spike generation.
LIFSpikeGenerator.Factory Creates LIFSpikeGenerators.
LinearSynapticIntegrator A basic linear SynapticIntegrator model.
LinearSynapticIntegrator.Factory Factory for making LinearSynapticIntegrators
PoissonSpikeGenerator A phenomenological SpikeGenerator that produces spikes according to a Poisson process with a rate that varies as a function of current.
PoissonSpikeGenerator.LinearFactory Creates PoissonSpikeGenerators with linear response functions.
PoissonSpikeGenerator.LinearNeuronFactory A factory for neurons with linear or rectified linear response functions.
PoissonSpikeGenerator.SigmoidFactory Creates sigmoid neurons (I guess rate-mode Poisson neurons?)
PoissonSpikeGenerator.SigmoidNeuronFactory A factory for neurons with sigmoid response functions.
PyramidalNetwork Non Linear Network This network is a model of Pyramidal Cells found in the central nervous system These cells contain an active dendritic tree with functional computation occuring within the dendrites themselves.
PyramidalNetwork.PoiraziDendriteFactory Creates neurons which are meant to model the dendrites of pyramidal cells Code is a modified version of NodeFactory written by Bryann Tripp
RateFunctionSpikeGenerator Rate Function Spike Generator This class generates spikes based on a user defined function.
RateFunctionSpikeGenerator.PoiraziDendriteSigmoid Function from Poirazi et al.,2003
RateFunctionSpikeGenerator.PoiraziDendriteSigmoidFactory Spike generator using the rate function PoiraziDendriteSigmoid documented in Poirazi et al.,2003
SpikeGeneratorOrigin An Origin that obtains output from an underlying SpikeGenerator.
SpikingNeuron A neuron model composed of a SynapticIntegrator and a SpikeGenerator.
SpikingNeuronFactory Creates spiking neurons by delegating to a SynapticIntegratorFactory and a SpikeGeneratorFactory.
 

Enum Summary
IzhikevichSpikeGenerator.Preset Preset parameter values corresponding to different cell types.
 


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