TF 2.0 is out! Get hands-on practice at TF World, Oct 28-31. Use code TF20 for 20% off select passes. Register now

tf.keras.layers.ThresholdedReLU

TensorFlow 1 version View source on GitHub

Class ThresholdedReLU

Thresholded Rectified Linear Unit.

Inherits From: Layer

Aliases:

  • Class tf.compat.v1.keras.layers.ThresholdedReLU
  • Class tf.compat.v2.keras.layers.ThresholdedReLU

It follows:

f(x) = x for x > theta, f(x) = 0 otherwise.

Input shape:

Arbitrary. Use the keyword argument input_shape (tuple of integers, does not include the samples axis) when using this layer as the first layer in a model.

Output shape:

Same shape as the input.

Arguments:

  • theta: Float >= 0. Threshold location of activation.

__init__

View source

__init__(
    theta=1.0,
    **kwargs
)