Results 1 to 10 of about 579,377 (296)

Homeostatic plasticity improves signal propagation in continuous time recurrent neural networks [PDF]

, 2007
Continuous-time recurrent neural networks (CTRNNs) are potentially an excellent substrate for the generation of adaptive behaviour in artificial autonomous agents. However, node saturation effects in these networks can leave them insensitive to input and
Noble, Jason, Williams, Hywel
core   +1 more source

Iterative Learning Tracking Control of Nonlinear Multiagent Systems with Input Saturation

Complexity, 2021
A tracking control algorithm of nonlinear multiple agents with undirected communication is studied for each multiagent system affected by external interference and input saturation.
Bingyou Liu, Zhengzheng Zhang, Lichao Wang, Xing Li, Xiongfeng Deng   +4 more
doaj   +1 more source

Linear Control of Fractional-Order Financial Chaotic Systems with Input Saturation

Discrete Dynamics in Nature and Society, 2014
In this paper, control of fractional-order financial chaotic systems with saturated control input is investigated by means of state-feedback control method.
Junhai Luo, Guanjun Li, Heng Liu
doaj   +1 more source

Extended linear regime of cavity-QED enhanced optical circular birefringence induced by a charged quantum dot [PDF]

, 2015
Giant optical Faraday rotation (GFR) and giant optical circular birefringence (GCB) induced by a single quantum-dot spin in an optical microcavity can be regarded as linear effects in the weak-excitation approximation if the input field lies in the low ...
Hu, C. Y., Rarity, J. G.
core   +4 more sources

Global Stabilization of Control Systems with Input Saturation and Multiple Input Delays

Actuators
In this paper, the global stabilization problem of control systems with input saturation and multiple input delays is studied, and a new method is proposed to design nonlinear stabilization control laws.
Jiawei Wu, Bing Li, Jiashuai Li, Mingze Li, Binyu Yang   +4 more
doaj   +1 more source

RBFNN-Based Anti-Input Saturation Control for Hypersonic Vehicles

Aerospace
In hypersonic flight control, characterized by challenges posed by input saturation, model parameter uncertainties, and external disturbances, this paper introduces a pioneering anti-input saturation control method based on RBFNN adaptivity.
Bangchu Zhang, Yiyong Liang, Shuitao Rao, Yu Kuang, Weiyu Zhu   +4 more
doaj   +1 more source

Robust Control for Uncertain Linear System Subject to Input Saturation

Journal of Applied Mathematics, 2014
A robust control scheme using composite nonlinear feedback (CNF) technology is proposed to improve tracking control performance for the uncertain linear system with input saturation and unknown external disturbances.
Qingyun Yang, Mou Chen
doaj   +1 more source

Further Results on Active Magnetic Bearing Control with Input Saturation

, 2005
We study the low-bias stabilization of active magnetic bearings (AMBs) subject to voltage saturation based on a recently proposed model for the AMB switching mode of operation.
de Queiroz, Marcio S., Gao, Feng, Malisoff, Michael, Mazenc, Frederic   +3 more
core   +3 more sources

Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous media

, 2018
Surrogate strategies are used widely for uncertainty quantification of groundwater models in order to improve computational efficiency. However, their application to dynamic multiphase flow problems is hindered by the curse of dimensionality, the ...
Mo, Shaoxing, Shi, Xiaoqing, Wu, Jichun, Zabaras, Nicholas, Zhu, Yinhao   +4 more
core   +1 more source

Theory of cw Raman oscillation in optical fibers [PDF]

, 1979
A theory for Raman fiber laser oscillators is presented. The Stokes output and the residual pump power are shown to be calculable from a knowledge of the input pump power and the fiber characteristics. The evolution of the pump and the Stokes waves along
AuYeung, John, Yariv, Amnon
core   +1 more source