Search Results for author: Thibault Defourneau

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Realization Theory Of Recurrent Neural ODEs Using Polynomial System Embeddings

no code implementations24 May 2022 Martin Gonzalez, Thibault Defourneau, Hatem Hajri, Mihaly Petreczky

In this paper we show that neural ODE analogs of recurrent (ODE-RNN) and Long Short-Term Memory (ODE-LSTM) networks can be algorithmically embeddeded into the class of polynomial systems.

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