CNeuralNet Class Reference

Hopfield network. More...

#include <NeuralNet.h>

Inheritance diagram for CNeuralNet:

Public Member Functions
	CNeuralNet (UINT n, int seed)
	Constructor. More...
void	InsertNeuron (UINT i, UINT j)
	Insert a neuron. More...
Public Member Functions inherited from CGraph
	CGraph (const UINT n)
	Constructor. More...
	~CGraph ()
	Destructor. More...
void	InsertEdge (const UINT i, const UINT j)
	Insert an edge. More...
UINT	BFSF (std::vector< UINT > &result)
	Breadth-first spanning forest. More...
void	PrintGraph ()
	Print the graph to a text file. More...

Additional Inherited Members
Protected Attributes inherited from CGraph
std::vector< CEdge * >	m_vEdgeList
	Edge list.
UINT	m_nNumEdges = 0
	Number of edges.
CVertex *	m_pVertexList = nullptr
	Vertex list.
UINT	m_nNumVerts = 0
	Number of vertices.
std::queue< CVertex * >	m_qBFSQueue
	Queue for breadth-first search.
CRandom	m_cRandom
	Random number generator.

Detailed Description

A Hopfield network is a graph in which the edges represent neurons.

Definition at line 64 of file NeuralNet.h.

Constructor & Destructor Documentation

CNeuralNet()

CNeuralNet::CNeuralNet	(	UINT	n,
		int	seed
	)

Allocate space for and initialize the vertex list by calling CGraph constructor to do the actual work.

Parameters

n	Number of vertices.
seed	PRNG seed.

Definition at line 85 of file NeuralNet.cpp.

Member Function Documentation

InsertNeuron()

void CNeuralNet::InsertNeuron	(	UINT	i,
		UINT	j
	)

This is the equivalent of CGraph::InsertEdge for CNeuralNet. Insert a neuron between two vertices by appending an instance of CNeuron at the end of the edge list and appending the index of that neuron (which is the size of the edge list before insertion) to the incidence lists of the vertices. Self-edges and vertices out of range are ignored.

Parameters

i	The vertex at one end of the edge to be inserted.
j	The vertex at the other end of the edge to be inserted.

Definition at line 99 of file NeuralNet.cpp.