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Data-driven soliton mappings for integrable fractional nonlinear wave equations via deep learning with Fourier neural operator 期刊论文
CHAOS SOLITONS & FRACTALS, 2022, 卷号: 165, 页码: 14
作者:  Zhong, Ming;  Yan, Zhenya
收藏  |  浏览/下载：68/0  |  提交时间：2023/02/07
Integrable fractional nonlinear wave equations  Fourier neural operator  Deep learning  Data-driven soliton mapping  Activation function  Channel of fully-connected layer  
Data-driven rogue waves and parameter discovery in the defocusing nonlinear Schrodinger equation with a potential using the PINN deep learning 期刊论文
PHYSICS LETTERS A, 2021, 卷号: 404, 页码: 7
作者:  Wang, Li;  Yan, Zhenya
收藏  |  浏览/下载：125/0  |  提交时间：2021/10/26
Defocusing NLS equation with the  time-dependent potential  Initial-boundary value conditions  Physics-informed neural networks  Deep learning  Data-driven rogue waves and parameter discovery  
Towards understanding residual and dilated dense neural networks via convolutional sparse coding 期刊论文
NATIONAL SCIENCE REVIEW, 2021, 卷号: 8, 期号: 3, 页码: 13
作者:  Zhang, Zhiyang;  Zhang, Shihua
收藏  |  浏览/下载：148/0  |  提交时间：2021/10/26
convolutional neural network  convolutional sparse coding  residual neural network  mixed-scale dense neural network  dilated convolution  dense connection  
Recovering Network Structures With Time-Varying Nodal Parameters 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 7, 页码: 2588-2598
作者:  Wang, Xiong;  Lu, Jinhu;  Wu, Xiaoqun
收藏  |  浏览/下载：188/0  |  提交时间：2020/09/23
Complex networks  Time-varying systems  Taylor series  Power system dynamics  Vehicle dynamics  Topology  Complex network  Lasso method  network reconstruction  time-varying nodal parameter  
Joint Base Station Clustering and Beamforming for Non-Orthogonal Multicast and Unicast Transmission With Backhaul Constraints 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 卷号: 17, 期号: 9, 页码: 6265-6279
作者:  Chen, Erkai;  Tao, Meixia;  Liu, Ya-Feng
收藏  |  浏览/下载：190/0  |  提交时间：2018/11/16
Layered-division multiplexing (LDM)  non-orthogonal multicast and unicast transmission  branch-and-bound (BB)  sparse beamforming  convex-concave procedure  
Economic Analysis of Crowdsourced Wireless Community Networks 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2017, 卷号: 16, 期号: 7, 页码: 1856-1869
作者:  Ma, Qian;  Gao, Lin;  Liu, Ya-Feng;  Huang, Jianwei
收藏  |  浏览/下载：120/0  |  提交时间：2018/07/30
Mobile crowdsourcing  wireless community network  economic analysis  price differentiation  
Evolution of international trade and investment networks 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2016, 卷号: 462, 页码: 752-763
作者:  Zhang, Shuhong;  Wang, Lin;  Liu, Zhixin;  Wang, Xiaofan
收藏  |  浏览/下载：111/0  |  提交时间：2018/07/30
International trade  International investment  Two-layer networks  Evolution  Community  Rank  
Driving-based generalized synchronization in two-layer networks via pinning control 期刊论文
CHAOS, 2015, 卷号: 25, 期号: 11, 页码: 10
作者:  Ning, Di;  Wu, Xiaoqun;  Lu, Jun-An;  Lu, Jinhu
收藏  |  浏览/下载：117/0  |  提交时间：2018/07/30
Bounds on the number of hidden neurons in three-layer binary neural networks 期刊论文
NEURAL NETWORKS, 2003, 卷号: 16, 期号: 7, 页码: 995-1002
作者:  Zhang, ZZ;  Ma, XM;  Yang, YX
收藏  |  浏览/下载：110/0  |  提交时间：2018/07/30
three-layer binary neural network  Boolean function  set covering algorithm  unit sphere covering  Hamming space  weighted distance sphere