gplib::InputNeuron Class Reference
[Neural Network filtering]
#include <InputNeuron.h>
Public Member Functions | |
| virtual const std::vector < double > & | GetOldDelta () |
| Vector valued delta for the momentum adaptation scheme. | |
| virtual std::vector< double > & | SetOldDelta () |
| virtual double | CalcDeriv (const double input) |
| Calculate the derivative of the activation function, at point input. | |
| virtual double | GetNet () |
| Get the net output before application of the activation function. | |
| virtual double | GetDelta () |
| Get delta for the weight correction formula. | |
| virtual void | SetDelta (const double d) |
| Set delta. | |
| virtual void | SetBias (const double b) |
| Set the bias. | |
| virtual double | GetBias () |
| Get the bias. | |
| virtual const std::vector < double > & | GetWeights () |
| Access function for the weights. | |
| virtual std::vector< double > & | SetWeights () |
| virtual const GeneralLinearCombiner::tinvector & | GetInput () |
| Get the pointers to the input neurons. | |
| InputNeuron (double &Infield) | |
| virtual | ~InputNeuron () |
Detailed Description
The iput neuron class provides the bridge between the network input and the other neurons, a lot of base class functionality does not make sense here and throws an exception, should think of a better wayDefinition at line 13 of file InputNeuron.h.
Constructor & Destructor Documentation
| gplib::InputNeuron::InputNeuron | ( | double & | Infield | ) | [inline] |
Definition at line 66 of file InputNeuron.h.
| virtual gplib::InputNeuron::~InputNeuron | ( | ) | [inline, virtual] |
Definition at line 70 of file InputNeuron.h.
Member Function Documentation
Calculate the derivative of the activation function, at point input.
Implements gplib::GeneralNeuron.
Definition at line 32 of file InputNeuron.h.
| virtual double gplib::InputNeuron::GetBias | ( | ) | [inline, virtual] |
| virtual double gplib::InputNeuron::GetDelta | ( | ) | [inline, virtual] |
Get delta for the weight correction formula.
Implements gplib::GeneralNeuron.
Definition at line 40 of file InputNeuron.h.
| virtual const GeneralLinearCombiner::tinvector& gplib::InputNeuron::GetInput | ( | ) | [inline, virtual] |
Get the pointers to the input neurons.
Implements gplib::GeneralNeuron.
Definition at line 62 of file InputNeuron.h.
| virtual double gplib::InputNeuron::GetNet | ( | ) | [inline, virtual] |
Get the net output before application of the activation function.
Implements gplib::GeneralNeuron.
Definition at line 36 of file InputNeuron.h.
| virtual const std::vector<double>& gplib::InputNeuron::GetOldDelta | ( | ) | [inline, virtual] |
Vector valued delta for the momentum adaptation scheme.
Implements gplib::GeneralNeuron.
Definition at line 24 of file InputNeuron.h.
| virtual const std::vector<double>& gplib::InputNeuron::GetWeights | ( | ) | [inline, virtual] |
Access function for the weights.
Implements gplib::GeneralNeuron.
Definition at line 54 of file InputNeuron.h.
| virtual void gplib::InputNeuron::SetBias | ( | const double | b | ) | [inline, virtual] |
| virtual void gplib::InputNeuron::SetDelta | ( | const double | d | ) | [inline, virtual] |
| virtual std::vector<double>& gplib::InputNeuron::SetOldDelta | ( | ) | [inline, virtual] |
| virtual std::vector<double>& gplib::InputNeuron::SetWeights | ( | ) | [inline, virtual] |
The documentation for this class was generated from the following file:
