OpenANN::SigmaPi::Constraint Struct Reference

A helper class for specifying weight constrains in a higher-order neural network Derive a new class from this interface and simple reimplement the function call operator for the corresponding higher-order term. More...

#include <SigmaPi.h>

Inheritance diagram for OpenANN::SigmaPi::Constraint:

Public Member Functions
	Constraint ()
virtual	~Constraint ()
virtual double	operator() (int p1, int p2) const
	function call operator for corresponding second-order nodes More...
virtual double	operator() (int p1, int p2, int p3) const
	function call operator for corresponding third-order nodes More...
virtual double	operator() (int p1, int p2, int p3, int p4) const
	function call operator for corresponding fourth-order nodes More...
virtual bool	isDefault () const

Detailed Description

A helper class for specifying weight constrains in a higher-order neural network Derive a new class from this interface and simple reimplement the function call operator for the corresponding higher-order term.

e.g. constraint(p1, p2, p3) for third-order nodes.

NEVER overwrite the isDefault method. (This is only important for unconstrained higher-order nodes)

Constructor & Destructor Documentation

OpenANN::SigmaPi::Constraint::Constraint ( )

inline

virtual OpenANN::SigmaPi::Constraint::~Constraint ( )

inlinevirtual

Member Function Documentation

virtual bool OpenANN::SigmaPi::Constraint::isDefault ( ) const

virtual

virtual double OpenANN::SigmaPi::Constraint::operator() ( int  p1, int  p2  ) const

virtual

function call operator for corresponding second-order nodes

Reimplemented in OpenANN::SlopeConstraint, and OpenANN::DistanceConstraint.

virtual double OpenANN::SigmaPi::Constraint::operator() ( int  p1, int  p2, int  p3  ) const

virtual

function call operator for corresponding third-order nodes

Reimplemented in OpenANN::TriangleConstraint.

virtual double OpenANN::SigmaPi::Constraint::operator() ( int  p1, int  p2, int  p3, int  p4  ) const

virtual

function call operator for corresponding fourth-order nodes

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The documentation for this struct was generated from the following file:

• OpenANN/layers/SigmaPi.h