LinearLayer.md

CLinearLayer Class

• CLinearLayer Class
  • Settings
    • Multiplier
    • Free term
  • Trainable parameters
  • Inputs
  • Outputs

This class implements a layer that calculates a linear activation function for each element of a single input.

The activation function is calculated according to the formula:

f(x) = GetMultiplier() * x + GetFreeTerm()

Settings

Multiplier

void SetMultiplier( float multiplier );

Sets the multiplier value.

Free term

void SetFreeTerm( float freeTerm );

Sets the free term value.

Trainable parameters

There are no trainable parameters for this layer.

Inputs

There is only one input, which accepts a data blob of arbitrary size.

Outputs

There is only one output, which returns a blob of the same size as the input blob. Each element of the output contains the value of the activation function calculated on the corresponding element of the input.