lwtDev::NormalizationLayer Class Reference

Normalization layer /// https://arxiv.org/abs/1502.03167 ///. More...

#include <Stack.h>

Inheritance diagram for lwtDev::NormalizationLayer:

Collaboration diagram for lwtDev::NormalizationLayer:

Public Member Functions
	NormalizationLayer (const VectorXd &W, const VectorXd &b)
virtual VectorXd	compute (const VectorXd &) const override

Private Attributes
VectorXd	m_W
VectorXd	m_b

Detailed Description

Normalization layer /// https://arxiv.org/abs/1502.03167 ///.

Definition at line 139 of file Stack.h.

Constructor & Destructor Documentation

NormalizationLayer()

lwtDev::NormalizationLayer::NormalizationLayer	(	const VectorXd &	W,
		const VectorXd &	b
	)

Definition at line 241 of file Stack.cxx.

                                                            :
    m_W(W), m_b(b)
  {
  }

Member Function Documentation

compute()

VectorXd lwtDev::NormalizationLayer::compute ( const VectorXd &  in ) const

overridevirtual

Implements lwtDev::ILayer.

Definition at line 246 of file Stack.cxx.

                                                               {
    VectorXd shift = in + m_b ;
    return m_W.cwiseProduct(shift);
  }

Member Data Documentation

m_b

VectorXd lwtDev::NormalizationLayer::m_b

private

Definition at line 148 of file Stack.h.

m_W

VectorXd lwtDev::NormalizationLayer::m_W

private

Definition at line 147 of file Stack.h.

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

• Stack.h
• Stack.cxx