Body: <p>Given the model:</p>
  <pre><code>Sequence([
  GRU(200, input_shape=(None,100), return_sequences=False)
  ])
  </code></pre>
  <p>Which maps the space <code>(None, 100) -&gt; (200,)</code></p>
  <p>Is there an <code>InverseGRU</code> such that it maps the space <code>(200,) -&gt; (None, 100)</code></p>
  <p>or, at least, is it possible to simulate this behaviour?</p>
  
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2021-04-11T01:48:32.873Z
Comments.Text: This seems to be somehow a duplicate of this: https://ai.stackexchange.com/q/27246/2444.
Comments.UserDisplayName: nbro
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2021-04-11T02:05:10.360Z
Comments.Text: @nbro its part of the same problem, but tackling a different aspect. That question is more general, this question is about whether this specific type of layer exists - and where its even possible to implement
Comments.UserDisplayName: Tobi Akinyemi
Tags: <tensorflow><keras><recurrent-neural-networks>
Title: Are there any inverse RNN layers?
UserDisplayName: Tobi Akinyemi
ThreadText: # Are there any inverse RNN layers?
  
  (Asked by: username_0 on 2021-04-10)
  
  Given the model:
  Sequence([
  GRU(200, input_shape=(None,100), return_sequences=False)
  ])
  
  Which maps the space (None, 100) -> (200,)
  Is there an InverseGRU such that it maps the space (200,) -> (None, 100)
  or, at least, is it possible to simulate this behaviour?
  
  **Tags:** tensorflow, keras, recurrent-neural-networks
  > **Comments:**
  > **username_1**: This seems to be somehow a duplicate of this: https://ai.stackexchange.com/q/27246/2444.  
  > **username_0**: @nbro its part of the same problem, but tackling a different aspect. That question is more general, this question is about whether this specific type of layer exists - and where its even possible to implement  
  
  ---
  
  ## 0 answers
  
  