shark::LinearNeuron Struct Reference

Linear activation Neuron. More...

#include <shark/Models/NeuronLayers.h>

Public Types
typedef EmptyState	State

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

Detailed Description

Linear activation Neuron.

It is defined as

\[ f(x)=x\]

Definition at line 128 of file NeuronLayers.h.

Member Typedef Documentation

State

typedef EmptyState shark::LinearNeuron::State

Definition at line 129 of file NeuronLayers.h.

Member Function Documentation

evalInPlace() [1/2]

template<class Arg >

void shark::LinearNeuron::evalInPlace ( Arg &  ) const

inline

Definition at line 131 of file NeuronLayers.h.

evalInPlace() [2/2]

template<class Arg >

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

inline

Definition at line 134 of file NeuronLayers.h.

multiplyDerivative()

template<class Output , class Derivative >

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

inline

Definition at line 137 of file NeuronLayers.h.

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

• include/shark/Models/NeuronLayers.h