Control | This is the abstract base class for Control Objects, it should be inherited to define a specific behaviour for some implementation |
DefaultGNGContainer | |
DefaultNodeInserter | The default node inserter, inserts nodes at fixed intervalls |
DefaultNodeMovement | Implements IGNGNodeMovement, and provides the default GNG node movment strategy |
EdgeContainer | A Class for containing GNGEdge pointers |
Exception | An Exception class that extends std::exception |
GNGAlgorithm | Encapsulates the GNG algorithm descibed by Fritzke |
GNGControl | GNGGLUTRepresentation uses the control-object's Iterate method every time the CallBackIdleFunc is called |
GNGEdge | Represents an UNDIRECTED edge between two nodes |
GNGGLUTRepresentation | Provides a means for ouputing a representation of the GNG net to an openGL window |
GNGNode | Represents a node in the GNG algorithm contains a reference vector, a collection of edge-references and a local accumulated error |
GNGNodeFactory | |
GNGRepresentation | Provides a means for ouputing a representation of a IGNGContainer implementation to an outputstream |
GNGUAlgorithm | Encapsulates the GNG-U algorithm descibed by Fritzke |
IActivation | |
IGLInputRepresentation | An Interface that defines an OpenGL representation of an IGNGInputGenereator implementation |
IGNGContainer | An Interface that defines a GNGContainer |
IGNGNodeInserter | An Interface that defines how GNGAlgorithm uses an IGNGNodeInserter implementation |
IGNGNodeMovement | An Interface that defines NodeMover implementations |
IInputGenerator | An Interface for Input gerenators |
InputGeneratorDefault | Generates m_dimensional signals from a hypercubical distribution |
InputGeneratorDefaultNonstationary | Moves a provided inputGenerator in a square-path counter clockwise fashion |
InputGeneratorDiscrete | |
InputGeneratorFour | Presents 4 versions in square formation of the provided inputGenerator |
InputGeneratorJump | Moves a provided inputGenerator from upper left corner to lower right |
InputGeneratorSinus | A generator that generates inputs and corresponding outputs to the Sinus funciton |
InputGeneratorTwoClasses | |
InputGeneratorUpDown | Moves a provided inputGenerator up and down |
InputGeneratorXOR | A generator that generates inputs and corresponding outputs to the XOR boolean funciton |
InputRepresentationDefault | An openGL representation |
InputRepresentationDefaultNonstationary | An openGL representation |
InputRepresentationDiscrete | An openGL representation |
InputRepresentationFour | An openGL representation |
InputRepresentationJump | An openGL representation |
InputRepresentationSinus | An openGL representation |
InputRepresentationTwoClasses | An openGL representation |
InputRepresentationUpDown | An openGL representation |
InputRepresentationXOR | An openGL representation |
IWeightLayerToHidden | |
IWeightLayerToOutput | |
LinearActivation | A linear Activation function object |
NodeContainer | A class for containing Nodes |
Random | A Randomization class |
RawReader | Reads an image in raw 8bit format |
RawReader::Point | |
RBFClassificationControl | GNGGLUTRepresentation uses the control-object's Iterate method every time the CallBackIdleFunc is called |
RBFFunctionApproximationControl | GNGGLUTRepresentation uses the control-object's Iterate method every time the CallBackIdleFunc is called |
RBFHiddenLayer | The Hidden layer in a SGNG-RBF Network |
RBFNetwork | A Radial Basis Function Network |
RBFNode | A Gaussian RBFNode |
RBFNodeFactory | |
RBFOutputLayer | |
RBFWeightLayer | The WeightLayer consists of Weights objects, each of which is associated to ONE RBFNode and one or more output nodes |
RBFWeights | A Weights object collects all the weights needed to connect ONE hidden node to ALL output nodes |
Settings | A class that reads the ini-file and then contains the GNG parameters |
SGNGAlgorithm | Encapsulates the clustering part of the SGNG algorithm descibed by Fritzke |
SGNGNodeInserter | The default node inserter for the SGNG algorithm, inserts nodes at fixed intervalls |
Vector | A Vector of doubles that is built on std::vector |