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From "Faouzi Amrouche (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SINGA-452) Adding the ConvLSTM layer implementation
Date Sat, 04 May 2019 19:29:00 GMT
Faouzi Amrouche created SINGA-452:
-------------------------------------

             Summary: Adding the ConvLSTM layer implementation
                 Key: SINGA-452
                 URL: https://issues.apache.org/jira/browse/SINGA-452
             Project: Singa
          Issue Type: Improvement
            Reporter: Faouzi Amrouche


ConvLSTM is an improved version of the LSTM layer. It replaces the traditional matrix multiplications
by convolutions. In this new implementation, the input transformations and recurrent transformations
are both convolutional.

This layer has become really important recently and is already supported in many existing
frameworks (Keras, Tensorflow...etc).



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