shark::SoftmaxNeuron< VectorType > Struct Template Reference

#include <shark/Models/NeuronLayers.h>

Public Types
typedef EmptyState	State

Public Member Functions
template<class Arg , class Device >
void	evalInPlace (blas::vector_expression< Arg, Device > &arg) const
template<class Arg , class Device >
void	evalInPlace (blas::matrix_expression< Arg, Device > &arg) const
template<class Arg , class Device >
void	evalInPlace (blas::matrix_expression< Arg, Device > &arg, State &) const
template<class Output , class Derivative >
void	multiplyDerivative (Output const &output, Derivative &der, State const &s) const

Detailed Description

template<class VectorType = RealVector>
struct shark::SoftmaxNeuron< VectorType >

Definition at line 185 of file NeuronLayers.h.

Member Typedef Documentation

State

template<class VectorType = RealVector>

typedef EmptyState shark::SoftmaxNeuron< VectorType >::State

Definition at line 186 of file NeuronLayers.h.

Member Function Documentation

evalInPlace() [1/3]

template<class VectorType = RealVector>

template<class Arg , class Device >

void shark::SoftmaxNeuron< VectorType >::evalInPlace ( blas::vector_expression< Arg, Device > &  arg ) const

inline

Definition at line 189 of file NeuronLayers.h.

evalInPlace() [2/3]

template<class VectorType = RealVector>

template<class Arg , class Device >

void shark::SoftmaxNeuron< VectorType >::evalInPlace ( blas::matrix_expression< Arg, Device > &  arg ) const

inline

Definition at line 195 of file NeuronLayers.h.

evalInPlace() [3/3]

template<class VectorType = RealVector>

template<class Arg , class Device >

void shark::SoftmaxNeuron< VectorType >::evalInPlace ( blas::matrix_expression< Arg, Device > &  arg, State &    ) const

inline

Definition at line 201 of file NeuronLayers.h.

References shark::TanhNeuron::evalInPlace().

multiplyDerivative()

template<class VectorType = RealVector>

template<class Output , class Derivative >

void shark::SoftmaxNeuron< VectorType >::multiplyDerivative ( Output const &  output, Derivative &  der, State const &  s  ) const

inline

Definition at line 206 of file NeuronLayers.h.

---

The documentation for this struct was generated from the following file:

• include/shark/Models/NeuronLayers.h