shark::RectifierNeuron Struct Reference

Rectifier Neuron f(x) = max(0,x) More...

#include <shark/Models/NeuronLayers.h>

Public Types
typedef EmptyState	State

Public Member Functions
template<class Arg >
void	evalInPlace (Arg &arg) const
template<class Arg >
void	evalInPlace (Arg &arg, State &) const
template<class Output , class Derivative >
void	multiplyDerivative (Output const &output, Derivative &der, State const &state) const

Detailed Description

Rectifier Neuron f(x) = max(0,x)

Definition at line 124 of file NeuronLayers.h.

Member Typedef Documentation

State

typedef EmptyState shark::RectifierNeuron::State

Definition at line 125 of file NeuronLayers.h.

Member Function Documentation

evalInPlace() [1/2]

template<class Arg >

void shark::RectifierNeuron::evalInPlace ( Arg &  arg ) const

inline

Definition at line 127 of file NeuronLayers.h.

evalInPlace() [2/2]

template<class Arg >

void shark::RectifierNeuron::evalInPlace ( Arg &  arg, State &    ) const

inline

Definition at line 132 of file NeuronLayers.h.

References shark::TanhNeuron::evalInPlace().

multiplyDerivative()

template<class Output , class Derivative >

void shark::RectifierNeuron::multiplyDerivative ( Output const &  output, Derivative &  der, State const &  state  ) const

inline

Definition at line 137 of file NeuronLayers.h.

---

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

• include/shark/Models/NeuronLayers.h