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Liquid Time-constant Networks

8 Jun 2020 • Ramin Hasani • Mathias Lechner • Alexander Amini • Daniela Rus • Radu Grosu

We introduce a new class of time-continuous recurrent neural network models. Instead of declaring a learning system's dynamics by implicit nonlinearities, we construct networks of linear first-order dynamical systems modulated via nonlinear interlinked gates... (read more)

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