Keras 3 API documentation / Layers API / Core layers / Activation layer

Activation layer

[source]

Activation class

keras.layers.Activation(activation, **kwargs)

Applies an activation function to an output.

Arguments

  • activation: Activation function. It could be a callable, or the name of an activation from the keras.activations namespace.
  • **kwargs: Base layer keyword arguments, such as name and dtype.

Example

>>> layer = keras.layers.Activation('relu')
>>> layer(np.array([-3.0, -1.0, 0.0, 2.0]))
[0.0, 0.0, 0.0, 2.0]
>>> layer = keras.layers.Activation(keras.activations.relu)
>>> layer(np.array([-3.0, -1.0, 0.0, 2.0]))
[0.0, 0.0, 0.0, 2.0]