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Feeding only output of last cell of LSTM to the FCL #62

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Jsevillamol opened this issue Sep 21, 2018 · 0 comments
Open

Feeding only output of last cell of LSTM to the FCL #62

Jsevillamol opened this issue Sep 21, 2018 · 0 comments
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@Jsevillamol
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Jsevillamol commented Sep 21, 2018

Currently, the LSTM part of the CNN-RNN model is unrolled always 8 times, and its output concatenated and fed to a Fully Connected Layer (FCL).

We would like to only pass to the FCL the output of the last LSTM cell, to allow inputs of variable length. This would also potentially enable us to create an ensemble model, analyzing data of the same event but from different telescopes (we would need to standardize the image size with padding for this).

@Jsevillamol Jsevillamol self-assigned this Sep 21, 2018
@Jsevillamol Jsevillamol changed the title [DRAFT] Feeding output of LSTM to FCL Feeding only output of last cell of LSTM to the FCL Sep 21, 2018
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