Normalize the layer input at each batch, i.e. applies a transformation that maintains the mean activation close to 0 and the activation standard deviation close to 1. Corresponds to the Keras Batch Normalization Layer.

- Name prefix
- The name prefix of the layer. The prefix is complemented by an index suffix to obtain a unique layer name. If this option is unchecked, the name prefix is derived from the layer type.
- Axis
- The axis that should be normalized (typically the features axis). For instance, after a Conv2D layer with data_format="channels_first" , set axis=1 in BatchNormalization.
- Momentum
- Momentum for the moving mean and the moving variance.
- Epsilon
- Small number added to variance to avoid dividing by zero.
- Center
- If selected, add offset of beta to normalized tensor. If not selected, beta is ignored.
- Scale
- If selected, multiply by gamma. If not selected, gamma is not used. When the next layer is linear (also e.g. nn.relu), this can be disabled since the scaling will be done by the next layer.
- Beta initializer
- Initializer for the beta weight.
- Gamma initializer
- Initializer for the gamma weight.
- Moving mean initializer
- Initializer for the moving mean.
- Moving variance initializer
- Initializer for the moving variance.
- Beta regularizer
- Optional regularizer for the beta weight.
- Gamma regularizer
- Optional regularizer for the gamma weight.
- Beta constraint
- Optional constraint for the beta weight.
- Gamma constraint
- Optional constraint for the gamma weight.

- This node has no views

- No workflows found

You want to see the source code for this node? Click the following button and we’ll use our super-powers to find it for you.

To use this node in KNIME, install the extension KNIME Deep Learning - Keras Integration from the below update site following our NodePit Product and Node Installation Guide:

v4.7

A zipped version of the software site can be downloaded here.

Do you have feedback, questions, comments about NodePit, want to support this platform, or want your own nodes or workflows listed here as well? Do you think, the search results could be improved or something is missing? Then please get in touch! Alternatively, you can send us an email to mail@nodepit.com, follow @NodePit on Twitter, or chat on Gitter!

**Please note that this is only about NodePit. We do not provide general support for KNIME — please use the KNIME forums instead.**