aureservoir::SimStd< T > Class Template Reference

#include <simulate.h>

Inheritance diagram for aureservoir::SimStd< T >:

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Collaboration diagram for aureservoir::SimStd< T >:

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Detailed Description

template<typename T>
class aureservoir::SimStd< T >

simulates an ESN with on activation function in the reservoir and one activation function for the readout neurons, as described in Jaeger's "Tutorial on training recurrent neural networks"

See also:: http://www.faculty.iu-bremen.de/hjaeger/pubs/ESNTutorial.pdf


Public Member Functions
	SimStd (ESN< T > *esn)
virtual	~SimStd ()
virtual SimStd< T > *	clone (ESN< T > *esn) const
class SimStd Implementation
virtual void	simulate (const typename ESN< T >::DEMatrix &in, typename ESN< T >::DEMatrix &out)
class SimBase Implementation
virtual void	reallocate ()
additional interface for filter neurons and delay&sum readout
virtual void	setBPCutoffConst (T f1, T f2) throw (AUExcept)
virtual void	setBPCutoff (const typename ESN< T >::DEVector &f1, const typename ESN< T >::DEVector &f2) throw (AUExcept)
virtual void	setIIRCoeff (const typename DEMatrix< T >::Type &B, const typename DEMatrix< T >::Type &A, int series=1) throw (AUExcept)
virtual void	initDelayLine (int index, const typename DEVector< T >::Type &initbuf) throw (AUExcept)
virtual DEMatrix< T > ::Type	getDelays () throw (AUExcept)
virtual DEVector< T > ::Type &	getDelayBuffer (int output, int nr) throw (AUExcept)
Data Fields
ESN< T >::DEMatrix	last_out_
ESN< T >::DEVector	t_
Protected Attributes
ESN< T > *	esn_

Constructor & Destructor Documentation

template<typename T>

aureservoir::SimStd< T >::SimStd ( ESN< T > * esn ) [inline]

template<typename T>

virtual aureservoir::SimStd< T >::~SimStd ( ) [inline, virtual]

Member Function Documentation

template<typename T>

virtual SimStd<T>* aureservoir::SimStd< T >::clone ( ESN< T > * esn ) const [inline, virtual]

virtual constructor idiom

Implements aureservoir::SimBase< T >.

template<typename T>

void aureservoir::SimStd< T >::simulate	(	const typename ESN< T >::DEMatrix &	in,
		typename ESN< T >::DEMatrix &	out
	)			`[inline, virtual]`

implementation of the algorithm

See also:: class SimBase::simulate

Implements aureservoir::SimBase< T >.

template<typename T>

void aureservoir::SimBase< T >::reallocate ( ) [inline, virtual, inherited]

reallocates data buffers

Reimplemented in aureservoir::SimFilterDS< T >, and aureservoir::SimSquare< T >.

template<typename T>

void aureservoir::SimBase< T >::setBPCutoffConst	(	T	f1,
		T	f2
	)			throw (AUExcept) `[inline, virtual, inherited]`

Reimplemented in aureservoir::SimBP< T >.

template<typename T>

void aureservoir::SimBase< T >::setBPCutoff	(	const typename ESN< T >::DEVector &	f1,
		const typename ESN< T >::DEVector &	f2
	)			throw (AUExcept) `[inline, virtual, inherited]`

Reimplemented in aureservoir::SimBP< T >.

template<typename T>

void aureservoir::SimBase< T >::setIIRCoeff	(	const typename DEMatrix< T >::Type &	B,
		const typename DEMatrix< T >::Type &	A,
		int	series = `1`
	)			throw (AUExcept) `[inline, virtual, inherited]`

Reimplemented in aureservoir::SimFilter< T >.

template<typename T>

void aureservoir::SimBase< T >::initDelayLine	(	int	index,
		const typename DEVector< T >::Type &	initbuf
	)			throw (AUExcept) `[inline, virtual, inherited]`