Differentiable reservoir computing

16 February 2019

Papers citing "Differentiable reservoir computing"

8 / 8 papers shown

Title
State-space systems as dynamic generative models Juan-Pablo Ortega Florian Rossmannek 137 1 0 13 Mar 2025
Risk bounds for reservoir computing Lukas Gonon Lyudmila Grigoryeva Juan-Pablo Ortega 69 40 0 30 Oct 2019
Reservoir Computing Universality With Stochastic Inputs Lukas Gonon Juan-Pablo Ortega 38 111 0 07 Jul 2018
Echo state networks are universal Lyudmila Grigoryeva Juan-Pablo Ortega 52 232 0 03 Jun 2018
Universal discrete-time reservoir computers with stochastic inputs and linear readouts using non-homogeneous state-affine systems Lyudmila Grigoryeva Juan-Pablo Ortega 43 66 0 03 Dec 2017
The Asymptotic Performance of Linear Echo State Neural Networks Romain Couillet G. Wainrib Harry Sevi Hafiz Tiomoko Ali 43 26 0 25 Mar 2016
Nonlinear memory capacity of parallel time-delay reservoir computers in the processing of multidimensional signals Lyudmila Grigoryeva J. Henriques L. Larger Juan-Pablo Ortega 56 27 0 13 Oct 2015
Optoelectronic Reservoir Computing Y. Paquot F. Duport A. Smerieri J. Dambre B. Schrauwen M. Haelterman Serge Massar 77 698 0 30 Nov 2011