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

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

Enhancing threshold neural network via suprathreshold stochastic resonance for pattern classification

(2021) Xiaojie Liu et al.   PHYSICS LETTERS A

Influence of levy noise on subthreshold synchronization of spintronic stochastic neurons

(2021) Zhiqiang Liao et al.   Results in Physics

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

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

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

Coherence and stochastic resonance in a second-order asymmetric tri-stable system with memory effects

(2020) Pengfei Xu et al.   CHAOS SOLITONS & FRACTALS

Stochastic resonance in MoS2 photodetector

(2020) Akhil Dodda et al.   Nature Communications

Recent advances in physical reservoir computing: A review

(2019) Gouhei Tanaka et al.   NEURAL NETWORKS

Physical reservoir computing based on spin torque oscillator with forced synchronization

(2019) Sumito Tsunegi et al.   APPLIED PHYSICS LETTERS

Detecting and measuring stochastic resonance in fractional-order systems via statistical complexity

(2019) Zhongkui Sun et al.   CHAOS SOLITONS & FRACTALS

Symmetry tristable stochastic resonance induced by parameter under levy noise background

(2019) Yunjiang Liu et al.   EUROPEAN PHYSICAL JOURNAL B

Physical reservoir computing using magnetic skyrmion memristor and spin torque nano-oscillator

(2019) Wencong Jiang et al.   APPLIED PHYSICS LETTERS

Stochastic resonance in a high-order time-delayed feedback tristable dynamic system and its application

(2019) Peiming Shi et al.   CHAOS SOLITONS & FRACTALS

Stochastic resonance and superharmonic resonance of a noisy confined overdamped bistable system

(2019) Ling Xu et al.   Communications in Nonlinear Science and Numerical Simulation

An improved adaptive stochastic resonance with general scale transformation to extract high-frequency characteristics in strong noise

(2018) Dawen Huang et al.   INTERNATIONAL JOURNAL OF MODERN PHYSICS B

Noise-modulated neural networks as an application of stochastic resonance

(2018) Shuhei Ikemoto et al.   NEUROCOMPUTING

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

(2018) Yoma Kuriki et al.   OPTICS EXPRESS

Chaos and reverse transitions in stochastic resonance

(2018) Jinming Liu et al.   PHYSICS LETTERS A

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

(2018) Taishi Furuta et al.   Physical Review Applied

Weak feature enhancement in machinery fault diagnosis using empirical wavelet transform and an improved adaptive bistable stochastic resonance

(2018) Xin Zhang et al.   ISA TRANSACTIONS

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Reservoir computing using dynamic memristors for temporal information processing

(2017) Chao Du et al.   Nature Communications

Reservoir Computing with an Ensemble of Time-Delay Reservoirs

(2017) Silvia Ortín et al.   Cognitive Computation

Numerical analysis of stochastic resonance in a bistable circuit

(2016) Torsten Djurhuus et al.   INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS

Noise-induced effects in nonlinear relaxation of condensed matter systems

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

Research of weak fault feature information extraction of planetary gear based on ensemble empirical mode decomposition and adaptive stochastic resonance

(2015) Xi-hui Chen et al.   MEASUREMENT

Homeostatic Plasticity for Single Node Delay-Coupled Reservoir Computing

(2015) Hazem Toutounji et al.   NEURAL COMPUTATION

Delay-Based Reservoir Computing: Noise Effects in a Combined Analog and Digital Implementation

(2015) Miguel C. Soriano et al.   IEEE Transactions on Neural Networks and Learning Systems

An application of stochastic resonance for energy harvesting in a bistable vibrating system

(2014) Rencheng Zheng et al.   JOURNAL OF SOUND AND VIBRATION

All-optical reservoir computer based on saturation of absorption

(2014) Antoine Dejonckheere et al.   OPTICS EXPRESS

Constructing optimized binary masks for reservoir computing with delay systems

(2014) Lennert Appeltant et al.   Scientific Reports

A review of the recent research on vibration energy harvesting via bistable systems

(2013) R L Harne et al.   Smart Materials and Structures

Bistable vibration energy harvesters: A review

(2012) Sergio P Pellegrini et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

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

Parallel Reservoir Computing Using Optical Amplifiers

(2011) K. Vandoorne et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

On the relationship between solutions of delay differential equations and infinite-dimensional systems of differential equations

(2009) G. V. Demidenko et al.   DIFFERENTIAL EQUATIONS

Enhanced vibrational energy harvesting using nonlinear stochastic resonance

(2008) C.R. McInnes et al.   JOURNAL OF SOUND AND VIBRATION

Stochastic resonance in a mono-stable system subject to frequency mixing periodic force and noise

(2007) Bingchang Zhou et al.   CHAOS SOLITONS & FRACTALS