ebl::linear_module Class Reference

#include <EblBasic.h>

Inheritance diagram for ebl::linear_module:

List of all members.

Public Member Functions
	linear_module (parameter &p, intg in, intg out)
virtual void	fprop (state_idx &in, state_idx &out)
	forward propagation from in to out
virtual void	bprop (state_idx &in, state_idx &out)
	backward propagation from out to in
virtual void	bbprop (state_idx &in, state_idx &out)
	second-derivative backward propagation from out to in
virtual int	replicable_order ()
	order of operation
virtual void	forget (forget_param_linear &fp)
	forgetting weights by replacing with random values
virtual void	normalize ()
	normalize
virtual void	resize_output (state_idx &in, state_idx &out)
	resize the output based on input dimensions
Public Attributes
state_idx	w

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Detailed Description

This module applies a linears combination of the input <in> with its internal weight matrix w and puts the result in the output. This module has a replicable order of 1, if the input has a bigger order, use the replicable version of this module: linear_module_replicable.

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Constructor & Destructor Documentation

ebl::linear_module::linear_module	(	parameter &	p,
		intg	in,
		intg	out
	)

Constructor.

Parameters:

	p	is used to store all parametric variables in a single place.
	in	the size of the input to the linear combination.
	out	the size of the output to the linear combination.

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

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