Realization Theory of Recurrent Neural Odes Using Polynomial System Embeddings
Work
Year: 2022
Type: article
Abstract: In this paper we show that neural ODE analogs of recurrent (ODE-RNN) and Long Short-Term Memory (ODE-LSTM) networks can be algorithmically embedded into the class of polynomial systems. This embedding... more
Source: SSRN Electronic Journal
Institutions Institut de Recherche Technologique SystemX, Centre de Recherche en Informatique, Centre de Recherche en Informatique, Signal et Automatique de Lille, Centre National de la Recherche Scientifique
Cites: 46
Cited by:
Related to: 10
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Subfield: Statistical and Nonlinear Physics
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: green