GestureRecognitionToolkit  Version: 0.1.0
The Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, c++ machine learning library for real-time gesture recognition.
Neuron Class Reference

#include <Neuron.h>

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 ()
 
Float fire (const VectorFloat &x)
 
Float getDerivative (const Float &y)
 

Static Public Member Functions

static bool validateActivationFunction (const UINT actvationFunction)
 

Public Attributes

Float gamma
 
Float bias
 
Float previousBiasUpdate
 
VectorFloat weights
 
VectorFloat previousUpdate
 
UINT numInputs
 
UINT activationFunction
 

Detailed Description

GRT MIT License Copyright (c) <2012> <Nicholas Gillian, Media Lab, MIT>

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Definition at line 38 of file Neuron.h.


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