Adaptive stochastic resonance based convolutional neural network for image classification
L Duan, Y Ren, F Duan - Chaos, Solitons & Fractals, 2022 - Elsevier
In this paper, we exploit the adaptive stochastic resonance effect in the convolutional neural
network with threshold activation functions for enabling the back-propagation gradient …
network with threshold activation functions for enabling the back-propagation gradient …
Optimal time-varying coupling function can enhance synchronization in complex networks
Z Dayani, F Parastesh, F Nazarimehr… - … Journal of Nonlinear …, 2023 - pubs.aip.org
In this paper, we propose a time-varying coupling function that results in enhanced
synchronization in complex networks of oscillators. The stability of synchronization can be …
synchronization in complex networks of oscillators. The stability of synchronization can be …
Machine-learning-coined noise induces energy-saving synchrony
Noise-induced synchronization is a pervasive phenomenon observed in a multitude of
natural and engineering systems. Here, we devise a machine learning framework with the …
natural and engineering systems. Here, we devise a machine learning framework with the …
Synchronization enhancement subjected to adaptive blinking coupling
Synchronization holds a significant role, notably within chaotic systems, in various contexts
where the coordinated behavior of systems plays a pivotal and indispensable role. Hence …
where the coordinated behavior of systems plays a pivotal and indispensable role. Hence …
Effective mass approach to memory in non-Markovian systems
Recent pioneering experiments on non-Markovian dynamics done, eg, for active matter
have demonstrated that our theoretical understanding of this challenging yet hot topic is …
have demonstrated that our theoretical understanding of this challenging yet hot topic is …
Enhancement of synchronization bandwidth in an arch beam
Synchronization in microstructures has been widely investigated because of its rich
dynamics and promising applications. Most investigations are devoted to revealing the basic …
dynamics and promising applications. Most investigations are devoted to revealing the basic …
Phase noise in networks of mutual synchronized spatially distributed 24-GHz PLLs
This article discusses the phase noise (PN) characteristics of mutually delay-coupled phase-
locked loop (PLL) nodes operating at 24 GHz. It examines the effect of mutual …
locked loop (PLL) nodes operating at 24 GHz. It examines the effect of mutual …
Stability of Kuramoto networks subject to large and small fluctuations from heterogeneous and spatially correlated noise
Oscillatory networks subjected to noise are broadly used to model physical and
technological systems. Due to their nonlinear coupling, such networks typically have …
technological systems. Due to their nonlinear coupling, such networks typically have …
Large and small fluctuations in oscillator networks from heterogeneous and correlated noise
Oscillatory networks subjected to noise are broadly used to model physical and
technological systems. Due to their nonlinear coupling, such networks typically have …
technological systems. Due to their nonlinear coupling, such networks typically have …
Synchronization of Van der Pol oscillators in a thermal bath
The phenomenon of synchronization in self-sustained systems has been successfully
illuminated in many fields, ranging from biology to electrical engineering. To date, the …
illuminated in many fields, ranging from biology to electrical engineering. To date, the …