GestureRecognitionToolkit  Version: 1.0 Revision: 04-03-15
The Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, c++ machine learning library for real-time gesture recognition.
GRT::Neuron Class Reference

Public Types

enum  ActivationFunctions { LINEAR =0, SIGMOID, BIPOLAR_SIGMOID, NUMBER_OF_ACTIVATION_FUNCTIONS }
 

Public Member Functions

bool init (const UINT numInputs, const UINT actvationFunction)
 
void clear ()
 
double fire (const VectorDouble &x)
 
double getDerivative (const double &y)
 

Static Public Member Functions

static bool validateActivationFunction (const UINT actvationFunction)
 

Public Attributes

double gamma
 
double bias
 
double previousBiasUpdate
 
VectorDouble weights
 
VectorDouble previousUpdate
 
UINT numInputs
 
UINT activationFunction
 

Detailed Description

Definition at line 38 of file Neuron.h.


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