Keras Dense Layer

A densely connected layer that connects each unit of the layer input with each output unit of this layer. Corresponds to the Keras Dense Layer.

Options

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.

Units

Dimensionality of the output space.

Activation function

The activation function to use.

Use bias?

If checked, a bias vector will be used.

Kernel initializer

Initializer for the kernel weights matrix.

Bias initializer

Initializer for the bias vector.

Kernel regularizer

Regularizer function applied to the kernel weights matrix.

Bias regularizer

Regularizer function applied to the bias vector.

Activation regularizer

Regularizer function applied to the output of the layer (its "activation").

Kernel constraint

Constraint function applied to the kernel matrix.

Bias constraint

Constraint function applied to the bias vector.

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Workflows

• Train_MNIST_classifier_Keras_NodesKNIME Hub

Links

• KNIME Deep Learning Keras Integration

  www.knime.com/deeplearning/keras

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