ebl::nn_machine_cscscf Class Reference

#include <EblMachines.h>

Inheritance diagram for ebl::nn_machine_cscscf:

List of all members.

Public Member Functions
	nn_machine_cscscf ()
	nn_machine_cscscf (parameter &prm, intg ini, intg inj, intg ki0, intg kj0, Idx< intg > &tbl0, intg si0, intg sj0, intg ki1, intg kj1, Idx< intg > &tbl1, intg si1, intg sj1, intg ki2, intg kj2, Idx< intg > &tbl2, intg outthick)
void	init (parameter &prm, intg ini, intg inj, intg ki0, intg kj0, Idx< intg > &tbl0, intg si0, intg sj0, intg ki1, intg kj1, Idx< intg > &tbl1, intg si1, intg sj1, intg ki2, intg kj2, Idx< intg > &tbl2, intg outthick)

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Detailed Description

Standard LeNet5-type architecture without the final e-dist RBF layer.

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Constructor & Destructor Documentation

ebl::nn_machine_cscscf::nn_machine_cscscf

(

)

Empty constructor, awaiting for initialization by the user via the init() function.

ebl::nn_machine_cscscf::nn_machine_cscscf	(	parameter &	prm,
		intg	ini,
		intg	inj,
		intg	ki0,
		intg	kj0,
		Idx< intg > &	tbl0,
		intg	si0,
		intg	sj0,
		intg	ki1,
		intg	kj1,
		Idx< intg > &	tbl1,
		intg	si1,
		intg	sj1,
		intg	ki2,
		intg	kj2,
		Idx< intg > &	tbl2,
		intg	outthick
	)

Complete constructor, calls the init() function. See the init() description for complete arguments description.

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Member Function Documentation

void ebl::nn_machine_cscscf::init	(	parameter &	prm,
		intg	ini,
		intg	inj,
		intg	ki0,
		intg	kj0,
		Idx< intg > &	tbl0,
		intg	si0,
		intg	sj0,
		intg	ki1,
		intg	kj1,
		Idx< intg > &	tbl1,
		intg	si1,
		intg	sj1,
		intg	ki2,
		intg	kj2,
		Idx< intg > &	tbl2,
		intg	outthick
	)

The init function creates the machine by stacking the modules in this order (c-s-c-s-c-f): nn_layer_convolution, nn_layer_subsampling, nn_layer_convolution, nn_layer_subsampling, nn_layer_convolution, nn_layer_full. <ini> <inj>: expected max size of input for preallocation of internal states <ki0> <kj0>: kernel size for first convolutional layer <tbl0>: table of connections between input anf feature maps for first layer <si0> <sj0>: subsampling for first layer <ki1> <kj1> <tbl1> <si1> <sj1>: same for next 2 layers <ki2> <kj2> <tbl2>: same for last convolution layer <outthick>: number of outputs. <prm> an idx1-ddparam in which the parameters will be allocated.

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

• /media/e/eblearn-trunk/libeblearn/include/EblMachines.h
• /media/e/eblearn-trunk/libeblearn/src/EblMachines.cpp