net::Neuron Class Reference

A neuron in a Layer of a NeuralNet. More...

#include <Neuron.h>

Public Member Functions
	Neuron (int numInputs)
	Constructs a neuron with randomly assigned weights. More...
	Neuron (std::vector< double > w)
	Constructs a neuron with given weights. More...
double	getOutput (std::vector< double > inputs)
	Gets outputs of neuron from given inputs. More...
void	randomizeWeights ()
	Randomizes the weights of the neuron. More...

Static Public Member Functions
static double	randomWeight ()
	Generates a random input weight. More...

Public Attributes
std::vector< double >	weights
	Set of weights for the Neuron object. More...

Detailed Description

A neuron in a Layer of a NeuralNet.

Each neuron takes a variable number of inputs each assigned a weight and returns one output. Each neuron has a threshold value used to determine if an output is produced (or to determine the magnitude of the neuron's output). A quality class by all accounts.

Constructor & Destructor Documentation

Neuron::Neuron ( int  numInputs )

explicit

Constructs a neuron with randomly assigned weights.

Each weight is a random double between 0 and 1.

Parameters

numInputs

the number of inputs to the neuron

Neuron::Neuron ( std::vector< double >  w )

explicit

Constructs a neuron with given weights.

Parameters

w	the input weights from which to construct the neuron.

Member Function Documentation

double Neuron::getOutput

(

std::vector< double >

inputs

)

Gets outputs of neuron from given inputs.

The last weight is the threshold, as documented here.

void Neuron::randomizeWeights

(

)

Randomizes the weights of the neuron.

static double net::Neuron::randomWeight ( )

inlinestatic

Generates a random input weight.

Returns

A random double between zero and one.

Member Data Documentation

std::vector<double> net::Neuron::weights

Set of weights for the Neuron object.

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

• /home/truell20/Documents/Fido/Fido/include/Neuron.h
• /home/truell20/Documents/Fido/Fido/src/Neuron.cpp