Nonlinear MIMO System Identification with Echo-State Networks

Online sequential echo state network with sparse RLS algorithm for time series prediction

(2019) Cuili Yang et al.   NEURAL NETWORKS

Echo State Networks with Self-Normalizing Activations on the Hyper-Sphere

(2019) Pietro Verzelli et al.   Scientific Reports

A Nonlinear Autoregressive Exogenous (NARX) Neural Network Model for the Prediction of the Daily Direct Solar Radiation

(2018) Zina Boussaada et al.   Energies

Echo state kernel recursive least squares algorithm for machine condition prediction

(2018) Haowen Zhou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Adaptive lasso echo state network based on modified Bayesian information criterion for nonlinear system modeling

(2018) Junfei Qiao et al.   NEURAL COMPUTING & APPLICATIONS

Laplacian Echo State Network for Multivariate Time Series Prediction

(2018) Min Han et al.   IEEE Transactions on Neural Networks and Learning Systems

A novel combined model based on echo state network for multi-step ahead wind speed forecasting: A case study of NREL

(2018) Yanhua Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Echo State Networks for data-driven downhole pressure estimation in gas-lift oil wells

(2017) Eric A. Antonelo et al.   NEURAL NETWORKS

Robust echo state networks based on correntropy induced loss function

(2017) Yu Guo et al.   NEUROCOMPUTING

Reservoir Computing Beyond Memory-Nonlinearity Trade-off

(2017) Masanobu Inubushi et al.   Scientific Reports

A local Echo State Property through the largest Lyapunov exponent

(2016) Gilles Wainrib et al.   NEURAL NETWORKS

A novel model of leaky integrator echo state network for time-series prediction

(2015) Shu-Xian Lun et al.   NEUROCOMPUTING

Identification of nonlinear system using extreme learning machine based Hammerstein model

(2013) Yinggan Tang et al.   Communications in Nonlinear Science and Numerical Simulation

Re-visiting the echo state property

(2012) Izzet B. Yildiz et al.   NEURAL NETWORKS

Chaotic Time Series Prediction Based on a Novel Robust Echo State Network

(2012) Decai Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Minimum Complexity Echo State Network

(2010) A Rodan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Memory traces in dynamical systems

(2008) S. Ganguli et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA