fann_set_activation_steepness
(PECL fann >= 1.0.0)
fann_set_activation_steepness — Sets the activation steepness for supplied neuron and layer number
Описание
$ann
, float $activation_steepness
, int $layer
, int $neuron
) : bool
Set the activation steepness for neuron number neuron in layer number layer,
counting the input layer as layer 0.
It is not possible to set activation steepness for the neurons in the input layer.
The steepness of an activation function says something about how fast the activation function goes from the minimum to the maximum. A high value for the activation function will also give a more agressive training.
When training neural networks where the output values should be at the extremes (usually 0 and 1, depending on the activation function), a steep activation function can be used (e.g. 1.0).
The default activation steepness is 0.5.
Список параметров
-
ann -
Ресурс (resource) нейронной сети.
-
activation_steepness -
The activation steepness.
-
layer -
Layer number.
-
neuron -
Neuron number.
Возвращаемые значения
Возвращает true в случае успешного выполнения, или false в противном случае.
Смотрите также
- fann_set_activation_steepness_layer() - Sets the activation steepness for all of the neurons in the supplied layer number
- fann_set_activation_steepness_hidden() - Sets the steepness of the activation steepness for all neurons in the all hidden layers
- fann_set_activation_steepness_output() - Sets the steepness of the activation steepness in the output layer
- fann_get_activation_steepness() - Возвращает крутизну активации для поставляемого нейрона и номера слоя
- fann_set_activation_function() - Sets the activation function for supplied neuron and layer