Structured state-space models are deep Wiener models

11 December 2023

Papers citing "Structured state-space models are deep Wiener models"

6 / 6 papers shown

Title
Nonlinear MPC design for incrementally ISS systems with application to GRU networks Fabio Bonassi A. L. Bella M. Farina R. Scattolini 29 16 0 28 Sep 2023
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto Samuel L. Smith Albert Gu Anushan Fernando Çağlar Gülçehre Razvan Pascanu Soham De 279 287 0 11 Mar 2023
On the Parameterization and Initialization of Diagonal State Space Models Albert Gu Ankit Gupta Karan Goel Christopher Ré 71 314 0 23 Jun 2022
Diagonal State Spaces are as Effective as Structured State Spaces Ankit Gupta Albert Gu Jonathan Berant 105 305 0 27 Mar 2022
HiPPO: Recurrent Memory with Optimal Polynomial Projections Albert Gu Tri Dao Stefano Ermon Atri Rudra Christopher Ré 106 512 0 17 Aug 2020
dynoNet: a neural network architecture for learning dynamical systems Marco Forgione Dario Piga AI4CE 23 43 0 03 Jun 2020