Class LayerSD

Defined in File layerSD.h

Inheritance Relationships

Base Type

public Layer (Class Layer)

Class Documentation

class LayerSD : public Layer 

Represents a specialized SD (Quantized Support Vector Machine Dot product (linear kernel)) layer with identity activation function, derived from the Layer class.

This class implements a layer in the neural network that uses the identity activation function.

Public Functions

inline LayerSD(int nbDown, int nbUp, int nbWeights, int nbWeightsForInit)

Constructor for the LayerSD class.

Initializes the layer with the identity activation function with the specified parameters.

Parameters:

nbDown – Number of neurons in the previous layer.
nbUp – Number of neurons in the current layer.
nbWeights – Total number of weights.
nbWeightsForInit – Number of weights for initialization.