Package org.simnet.neurons

The simnet.neurons package contains code which describes all particular neuron types in Simbrain.

See:
Description

Class Summary

AdditiveNeuron	AdditiveNeuron See haykin (2002), section 14.5.
BinaryNeuron	BinaryNeuron type to be used in creating different types of networks.
ClampedNeuron	ClampedNeuron.
DecayNeuron	DecayNeuron.
ExponentialDecayNeuron	Expoential decay.
IACNeuron	IACNeuron.
IntegrateAndFireNeuron	IntegrateAndFireNeuron.
IzhikevichNeuron	IzhikevichNeuron.
LinearNeuron	LinearNeuron.
LMSNeuron	LMS Neuron.
LogisticNeuron	LogisticNeuron.
NakaRushtonNeuron	NakaRushtonNeuron is a firing-rate based neuron which is intended to model spike rates of real neurons.
RandomNeuron	RandomNeuron.
RunningAverageNeuron	RunningAverageNeuron.
SigmoidalNeuron	SigmoidalNeuron.
SinusoidalNeuron	SinusoidalNeuron.
StochasticNeuron	StochasticNeuron.
TemporalDifferenceNeuron	TemporalDifferenceNeuron.
ThreeValuedNeuron	ThreeValuedNeuron.
TraceNeuron	TraceNeuron is used to model Sutton and Barto's model of conditioning via "eligibility traces."

Package org.simnet.neurons Description

The simnet.neurons package contains code which describes all particular neuron types in Simbrain. To add a new neuron type extend the Neuron class in simnet.interfaces and put the new class here.