FeedForwardNN Class Reference
abstract class (interface) for feed forward rate based neural networks
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#include <feedforwardnn.h>
Inherits InvertableModel.
Inherited by MultiLayerFFNN, and OneLayerFFNN.
List of all members.
Public Member Functions |
| | FeedForwardNN (const std::string &name, const std::string &revision) |
| virtual | ~FeedForwardNN () |
| virtual void | damp (double damping)=0 |
| | damps the weights and the biases by multiplying (1-damping)
|
Static Public Member Functions |
| static double | linear (double z) |
| static double | dlinear (double) |
| static double | invlinear (double z, double xsi) |
| static double | tanh (double z) |
| static double | dtanh (double z) |
| static double | invtanh (double z, double xsi) |
| static double | tanhc (double z) |
| static double | dtanhc (double z) |
| static double | tanhr (double z) |
| static double | dtanhr (double z) |
| static double | sigmoid (double z) |
| static double | dsigmoid (double z) |
| static double | invsigmoid (double z, double xsi) |
Detailed Description
abstract class (interface) for feed forward rate based neural networks
Constructor & Destructor Documentation
| FeedForwardNN |
( |
const std::string & |
name, |
|
|
const std::string & |
revision | |
|
) |
| | [inline] |
Member Function Documentation
| virtual void damp |
( |
double |
damping |
) |
[pure virtual] |
| static double dlinear |
( |
double |
|
) |
[inline, static] |
| static double dsigmoid |
( |
double |
z |
) |
[inline, static] |
| static double dtanh |
( |
double |
z |
) |
[inline, static] |
| static double dtanhc |
( |
double |
z |
) |
[inline, static] |
| static double dtanhr |
( |
double |
z |
) |
[inline, static] |
| static double invlinear |
( |
double |
z, |
|
|
double |
xsi | |
|
) |
| | [inline, static] |
| static double invsigmoid |
( |
double |
z, |
|
|
double |
xsi | |
|
) |
| | [inline, static] |
| static double invtanh |
( |
double |
z, |
|
|
double |
xsi | |
|
) |
| | [inline, static] |
| static double linear |
( |
double |
z |
) |
[inline, static] |
| static double sigmoid |
( |
double |
z |
) |
[inline, static] |
| static double tanh |
( |
double |
z |
) |
[inline, static] |
| static double tanhc |
( |
double |
z |
) |
[inline, static] |
| static double tanhr |
( |
double |
z |
) |
[inline, static] |
The documentation for this class was generated from the following file:
