Sequence prediction with different dimensions based on two novel deep echo state network models

Wind speed prediction based on CEEMD-SE and multiple echo state network with Gauss–Markov fusion

(2022) Lian Lian   REVIEW OF SCIENTIFIC INSTRUMENTS

Chaos and pole-skipping in rotating black holes

(2022) Mike Blake et al.   JOURNAL OF HIGH ENERGY PHYSICS

EchoVPR: Echo State Networks for Visual Place Recognition

(2022) Anil Ozdemir et al.   IEEE Robotics and Automation Letters

Nonlinear MIMO System Identification with Echo-State Networks

(2022) Bernardo Barancelli Schwedersky et al.   Journal of Control Automation and Electrical Systems

Mapping of whole‐cerebrum resting‐state networks using ultra‐high resolution acquisition protocols

(2022) Seong Dae Yun et al.   HUMAN BRAIN MAPPING

Performance Improvement of Memristor-Based Echo State Networks by Optimized Programming Scheme

(2022) Jie Yu et al.   IEEE ELECTRON DEVICE LETTERS

Clustered and deep echo state networks for signal noise reduction

(2022) Laercio de Oliveira Junior et al.   MACHINE LEARNING

Rotating neurons for all-analog implementation of cyclic reservoir computing

(2022) Xiangpeng Liang et al.   Nature Communications

An internet traffic classification method based on echo state network and improved salp swarm algorithm

(2022) Meijia Zhang et al.   PeerJ Computer Science

Brain-like synaptic memristor based on lithium-doped silicate for neuromorphic computing

(2022) Shanwu Ke et al.   Frontiers of Physics

Reservoir computing with solitons

(2021) Nuno Azevedo Silva et al.   NEW JOURNAL OF PHYSICS

Chaos synchronization in generalized Lorenz systems and an application to image encryption

(2021) Sungju Moon et al.   Communications in Nonlinear Science and Numerical Simulation

Lagrangian Formulation of Lorenz and Chen Systems

(2021) Palanisamy Vijayalakshmi et al.   INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS

Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics

(2021) Alberto Racca et al.   NEURAL NETWORKS

Chaotic time series prediction using echo state network based on selective opposition grey wolf optimizer

(2021) Hao-Chang Chen et al.   NONLINEAR DYNAMICS

EEG denoising through a wide and deep echo state network optimized by UPSO algorithm

(2021) Weitong Sun et al.   APPLIED SOFT COMPUTING

A new n-dimensional conservative chaos based on Generalized Hamiltonian System and its’ applications in image encryption

(2021) Xilin Liu et al.   CHAOS SOLITONS & FRACTALS

Echo state networks for online, multi-step MPC relevant identification

(2021) Bernardo B. Schwedersky et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Echo state network applied for classification of medium voltage insulators

(2021) Stéfano Frizzo Stefenon et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

An echo state network with attention mechanism for production prediction in reservoirs

(2021) Yanchang Liu et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

In materia reservoir computing with a fully memristive architecture based on self-organizing nanowire networks

(2021) Gianluca Milano et al.   NATURE MATERIALS

Multi-step network traffic prediction using echo state network with a selective error compensation strategy

(2021) Ying Han et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

Deep echo state network: a novel machine learning approach to model dew point temperature using meteorological variables

(2020) Meysam Alizamir et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Comparison of echo state network and feed-forward neural networks in electrical load forecasting for demand response programs

(2020) Muhammad Mansoor et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Unsupervised Learning in Reservoir Computing for EEG-Based Emotion Recognition

(2020) Rahma Fourati et al.   IEEE Transactions on Affective Computing

Evolutionary echo state network for long-term time series prediction: on the edge of chaos

(2019) Gege Zhang et al.   APPLIED INTELLIGENCE

Echo state network optimization using binary grey wolf algorithm

(2019) Junxiu Liu et al.   NEUROCOMPUTING

A hidden chaotic attractor in the classical Lorenz system

(2018) Buncha Munmuangsaen et al.   CHAOS SOLITONS & FRACTALS

Deep reservoir computing: A critical experimental analysis

(2017) Claudio Gallicchio et al.   NEUROCOMPUTING

Chaos-order transition in foraging behavior of ants

(2014) L. Li et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA