NLP/AI/Statistics

[Slideshare] Can Recurrent Neural Networks Warp Time? 본문

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[Slideshare] Can Recurrent Neural Networks Warp Time?

Danbi Cho 2021. 4. 30. 14:00

Title: Can recurrent neural networks warp time?

Authors: Tallec, C., and Ollivier, Y.

Published: In arXiv preprint arXiv: 1804.11188, 2018.

Paper: arxiv.org/abs/1804.11188

 

Can recurrent neural networks warp time?

Successful recurrent models such as long short-term memories (LSTMs) and gated recurrent units (GRUs) use ad hoc gating mechanisms. Empirically these models have been found to improve the learning of medium to long term temporal dependencies and to help wi

arxiv.org

Slideshare: www.slideshare.net/DanbiCho2/can-recurrent-neural-networks-warp-time

 

Can recurrent neural networks warp time

The presentation explains the recurrent neural networks warp time. It considers the invariance to time rescaling and invariance to time warpings with pure warp…

www.slideshare.net

 

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