train.h File Reference

Detailed Description

Georg Holzmann, grh _at_ mur _dot_ at
Sept 2007
::_aureservoir_:::: C++ library for analog reservoir computing neural networks

This library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 2.1 of the License, or (at your option) any later version.

#include "utilities.h"
#include "delaysum.h"

Go to the source code of this file.


namespace  aureservoir

Data Structures

class  aureservoir::TrainBase< T >
 abstract base class for training algorithms More...
class  aureservoir::TrainPI< T >
 offline trainig algorithm using the pseudo inverse More...
class  aureservoir::TrainLS< T >
 offline trainig algorithm using the least square solution More...
class  aureservoir::TrainRidgeReg< T >
 offline algorithm with Ridge Regression / Tikhonov Regularization More...
class  aureservoir::TrainDSPI< T >
 offline algorithm for delay&sum readout with PI More...


enum  aureservoir::TrainAlgorithm { aureservoir::TRAIN_PI, aureservoir::TRAIN_LS, aureservoir::TRAIN_RIDGEREG, aureservoir::TRAIN_DS_PI }

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