Boosting learning ability of overdamped bistable stochastic resonance system based physical reservoir computing model by time-delayed feedback

Unknown fault feature extraction of rolling bearings under variable speed conditions based on statistical complexity measures

(2022) Zhile Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Nonbistable rectified linear unit-based gain-dissipative Ising spin network with stochastic resonance effect

(2022) Zhiqiang Liao et al.   Journal of Computational Science

Identification and Optimal Control of Nonlinear Systems Using Recurrent Neural Networks and Reinforcement Learning: An Overview

(2021) Adolfo Perrusquía et al.   NEUROCOMPUTING

Coupled neurons with multi-objective optimization benefit incipient fault identification of machinery

(2021) Zijian Qiao et al.   CHAOS SOLITONS & FRACTALS

Physical Deep Learning Based on Optimal Control of Dynamical Systems

(2021) Genki Furuhata et al.   Physical Review Applied

Mathematical structure of mosaic disease using microbial biostimulants via Caputo and Atangana–Baleanu derivatives

(2021) Pushpendra Kumar et al.   Results in Physics

Coherent detection stochastic resonance assisted biomagnetometer for measuring magnetocardiography at room temperature

(2021) Zhiqiang Liao et al.   Applied Physics Express

Noise-modulated neural networks for selectively functionalizing sub-networks by exploiting stochastic resonance

(2021) Shuhei Ikemoto   NEUROCOMPUTING

Multi-Reservoir Echo State Networks with Sequence Resampling for Nonlinear Time-Series Prediction

(2021) Ziqiang Li et al.   NEUROCOMPUTING

Enhancing threshold neural network via suprathreshold stochastic resonance for pattern classification

(2021) Xiaojie Liu et al.   PHYSICS LETTERS A

Reduced order modeling for parameterized time-dependent PDEs using spatially and memory aware deep learning

(2021) Nikolaj T. Mücke et al.   Journal of Computational Science

Implementing a Magnonic Reservoir Computer Model Based on Time-Delay Multiplexing

(2021) Stuart Watt et al.   Physical Review Applied

Influence of levy noise on subthreshold synchronization of spintronic stochastic neurons

(2021) Zhiqiang Liao et al.   Results in Physics

Quantum stochastic resonance of individual Fe atoms

(2021) Max Hänze et al.   Science Advances

Phase locking of ultra-low power consumption stochastic magnetic bits induced by colored noise

(2021) Zhiqiang Liao et al.   CHAOS SOLITONS & FRACTALS

SNR gain enhancement in a generalized matched filter using artificial optimal noise

(2021) Yuhao Ren et al.   CHAOS SOLITONS & FRACTALS

Echo state network activation function based on bistable stochastic resonance

(2021) Zhiqiang Liao et al.   CHAOS SOLITONS & FRACTALS

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

(2021) Gianluca Milano et al.   NATURE MATERIALS

Online robust echo state broad learning system

(2021) Yu Guo et al.   NEUROCOMPUTING

Low-power-consumption physical reservoir computing model based on overdamped bistable stochastic resonance system

(2021) Zhiqiang Liao et al.   NEUROCOMPUTING

Auditory noise improves balance control by cross-modal stochastic resonance

(2021) Junichiro Yashima et al.   Heliyon

Binary signal transmission in nonlinear sensors: Stochastic resonance and human hand balance

(2020) Fabing Duan et al.   IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE

Linear and symmetric conductance response of magnetic domain wall type spin-memristor for analog neuromorphic computing

(2020) Tatsuo Shibata et al.   Applied Physics Express

Semiconductor Quantum Dots for Memories and Neuromorphic Computing Systems

(2020) Ziyu Lv et al.   CHEMICAL REVIEWS

Physical reservoir computing—an introductory perspective

(2020) Kohei Nakajima   JAPANESE JOURNAL OF APPLIED PHYSICS

Destination prediction using deep echo state network

(2020) Zuohua Song et al.   NEUROCOMPUTING

Reservoir Computing Using a Spin-Wave Delay-Line Active-Ring Resonator Based on Yttrium-Iron-Garnet Film

(2020) Stuart Watt et al.   Physical Review Applied

Forecasting network throughput of remote data access in computing grids

(2020) Volodimir Begy et al.   Journal of Computational Science

Aperiodic stochastic resonance in neural information processing with Gaussian colored noise

(2020) Yanmei Kang et al.   Cognitive Neurodynamics

Physical reservoir computing based on spin torque oscillator with forced synchronization

(2019) Sumito Tsunegi et al.   APPLIED PHYSICS LETTERS

An adaptive fractional-order BP neural network based on extremal optimization for handwritten digits recognition

(2019) Min-Rong Chen et al.   NEUROCOMPUTING

Optimum adaptive array stochastic resonance in noisy grayscale image restoration

(2019) Jian Liu et al.   PHYSICS LETTERS A

Economic LSTM Approach for Recurrent Neural Networks

(2019) Kasem Khalil et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Stochastic resonance in Hopfield neural networks for transmitting binary signals

(2019) Lingling Duan et al.   PHYSICS LETTERS A

Echo state network optimization using binary grey wolf algorithm

(2019) Junxiu Liu et al.   NEUROCOMPUTING

Noise-modulated neural networks as an application of stochastic resonance

(2018) Shuhei Ikemoto et al.   NEUROCOMPUTING

Motivation dynamically increases noise resistance by internal feedback during movement

(2018) Sanjay G. Manohar et al.   NEUROPSYCHOLOGIA

Impact of input mask signals on delay-based photonic reservoir computing with semiconductor lasers

(2018) Yoma Kuriki et al.   OPTICS EXPRESS

Macromagnetic Simulation for Reservoir Computing Utilizing Spin Dynamics in Magnetic Tunnel Junctions

(2018) Taishi Furuta et al.   Physical Review Applied

Harnessing Disordered-Ensemble Quantum Dynamics for Machine Learning

(2017) Keisuke Fujii et al.   Physical Review Applied

Noise-induced effects in nonlinear relaxation of condensed matter systems

(2015) B. Spagnolo et al.   CHAOS SOLITONS & FRACTALS

All-optical reservoir computer based on saturation of absorption

(2014) Antoine Dejonckheere et al.   OPTICS EXPRESS

Dual Delayed Feedback Provides Sensitivity and Robustness to the NF-κB Signaling Module

(2013) Diane M. Longo et al.   PLoS Computational Biology

All-optical reservoir computing

(2012) François Duport et al.   OPTICS EXPRESS

Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing

(2012) L. Larger et al.   OPTICS EXPRESS

Information Processing Capacity of Dynamical Systems

(2012) Joni Dambre et al.   Scientific Reports

Stochastic resonance in time-delayed bistable systems driven by weak periodic signal

(2008) Rui-Hua Shao et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS