#include <SelfOrganizingMap.h>

Public Member Functions
Float &	operator[] (const UINT index)

const Float &	operator[] (const UINT index) const

bool	init (const UINT numInputs, const Float sigma=2.0, const Float minWeightRange=-1.0, const Float maxWeightRange=1.0)

bool	clear ()

bool	getInitialized () const

Float	getWeightDistance (const VectorFloat &x) const

Float	getSquaredWeightDistance (const VectorFloat &x) const

Float	fire (const VectorFloat &x) const

bool	save (std::fstream &file) const

bool	load (std::fstream &file)

Public Attributes
UINT	numInputs

VectorFloat	weights

Float	sigma

bool	initialized

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 SelfOrganizingMap.h.

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

SelfOrganizingMap.h

Public Member Functions

Public Attributes

Detailed Description