NNFS::Activation Class Reference

Base class for all activation functions. More...

#include <Activation.hpp>

Inheritance diagram for NNFS::Activation:

Public Member Functions
	Activation (ActivationType activation_type)
	Construct a new Activation object.
Public Member Functions inherited from NNFS::Layer
	Layer (LayerType type)
	Construct a new Layer object.
virtual	~Layer ()=default
	Basic destructor.
virtual void	forward (Eigen::MatrixXd &out, const Eigen::MatrixXd &x)=0
	Forward pass of the layer.
virtual void	backward (Eigen::MatrixXd &out, const Eigen::MatrixXd &dx)=0
	Backward pass of the layer.

Public Attributes
ActivationType	activation_type
Public Attributes inherited from NNFS::Layer
LayerType	type

Protected Attributes
Eigen::MatrixXd	_forward_input

Detailed Description

Base class for all activation functions.

This class is the base class for all activation functions. It provides the interface for all activation functions.

Constructor & Destructor Documentation

Activation()

NNFS::Activation::Activation ( ActivationType  activation_type )

inline

Construct a new Activation object.

Parameters

activation_type

Type of activation function

Member Data Documentation

_forward_input

Eigen::MatrixXd NNFS::Activation::_forward_input

protected

activation_type

ActivationType NNFS::Activation::activation_type

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

• include/NNFS/Activation/Activation.hpp