Teem::SigmoidNeuron Class Reference
[Neurons and synapses]

#include <SigmoidNeuron.h>

Inheritance diagram for Teem::SigmoidNeuron:

List of all members.

Detailed Description

Sigmoidal (atan) neuron.

Public Member Functions

virtual void setParams (const std::string &param, double value)

Set parameters. Should be overriden by subclasses to handle more parameters.

virtual void update (double dt)

Update status of the neuron according to incoming synapse..

virtual void commit ()

Commit state to lastSpike and lastCurrent.

Protected Attributes

Ishtar::Variable< double > alpha

alpha value, used in:
$lastCurrent = tanh(alpha \cdot \sum_{i=0}^{incoming.size()-1} ( incoming[i].getCurrent() \cdot incoming[i].weight ))$

double activation

activation state of this neuron

The documentation for this class was generated from the following files:

controller/nn/SigmoidNeuron.h
controller/nn/SigmoidNeuron.cpp

Generated on Mon Oct 24 17:38:27 2005 for Teem by

1.4.2


Public Member Functions
virtual void	setParams (const std::string &param, double value)
	Set parameters. Should be overriden by subclasses to handle more parameters.
virtual void	update (double dt)
	Update status of the neuron according to incoming synapse..
virtual void	commit ()
	Commit state to lastSpike and lastCurrent.
Protected Attributes
Ishtar::Variable< double >	alpha
	alpha value, used in: $lastCurrent = tanh(alpha \cdot \sum_{i=0}^{incoming.size()-1} ( incoming[i].getCurrent() \cdot incoming[i].weight ))$
double	activation
	activation state of this neuron

Teem::SigmoidNeuron Class Reference [Neurons and synapses]

Detailed Description

Public Member Functions

Protected Attributes

Teem::SigmoidNeuron Class Reference
[Neurons and synapses]