Search Results for author: Denis Kazakov

Found 3 papers, 1 papers with code

State-Denoised Recurrent Neural Networks

no code implementations ICLR 2019 Michael C. Mozer, Denis Kazakov, Robert V. Lindsey

Attractor dynamics are incorporated into the hidden state to `clean up' representations at each step of a sequence.

Denoising

Discrete Event, Continuous Time RNNs

1 code implementation11 Oct 2017 Michael C. Mozer, Denis Kazakov, Robert V. Lindsey

The CT-GRU arises by interpreting the gates of a GRU as selecting a time scale of memory, and the CT-GRU generalizes the GRU by incorporating multiple time scales of memory and performing context-dependent selection of time scales for information storage and retrieval.

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