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Keras GRU Layer (deprecated)

AnalyticsIntegrationsDeep LearningKerasLayers
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This node has been deprecated and its use is not recommended. Please search for updated nodes instead.

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Gated recurrent unit as introduced by Cho et al. There are two variants. The default one is based on 1406.1078v3 and has reset gate applied to hidden state before matrix multiplication. The other one is based on original 1406.1078v1 and has the order reversed. Corresponds to the GRU Keras layer .

External resources

  • KNIME Deep Learning Keras Integration

Node details

Input ports
  1. Type: Keras Deep Learning Network
    Keras Network
    The Keras deep learning network to which to add an GRU layer.
  2. Type: PortObject
    Keras Network
    An optional Keras deep learning network providing the initial state for this GRU layer. The hidden state must have shape [units], where units must correspond to the number of units this layer uses.
Output ports
  1. Type: Keras Deep Learning Network
    Keras Network
    The Keras deep learning network with an added GRU layer.

Extension

The Keras GRU Layer (deprecated) node is part of this extension:

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Related workflows & nodes

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