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检索条件"主题词=Momentum algorithm"
12 条 记 录,以下是1-10 订阅
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Accelerated Learning for Restricted Boltzmann Machine with a Novel momentum algorithm
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Chinese Journal of Electronics 2018年 第3期27卷 483-487页
作者: GAO Xiaoguang LI Fei WAN Kaifang Northwestern Polytechnical University
We investigated two commonly used momentum algorithms, Classical momentum(CM) and Nesterov momentum(NM). We found that, when used in Restricted Boltzmann machine(RBM), they have two main problems: The first one is the... 详细信息
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Decision Feedback Blind Equalization algorithm Based on momentum and Orthogonal Wavelet Packet Transform
Decision Feedback Blind Equalization Algorithm Based on Mome...
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5th International Conference on Wireless Communications, Networking and Mobile Computing
作者: Zhu Jie Guo Ye-cai Yang Chao Huainan Normal Univ Dept Phys & Elect Informat Huainan 232001 Peoples R China Nanjing Univ Informat Sci & Technol Coll Elect & Informat Engn Nanjing 210044 Peoples R China Anhui Univ Sci & Technol Huainan 232001 Anhui Peoples R China
Towards the nonlinear underwater acoustic channels with the severe linear distortion, based on the fast de-correlation characteristic of wavelet packet transform, a decision feedback blind equalization algorithm based... 详细信息
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Compressive Sensing Reconstruction algorithm Based on Heavy-ball momentum
Compressive Sensing Reconstruction Algorithm Based on Heavy-...
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27th International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM)
作者: Long, Sheng Wang, Xianghan Li, Shuohao Ding, Zhaoyun Zhang, Jun Natl Univ Def Technol Lab Big Data & Decis Changsha Peoples R China Natl Univ Def Technol Sci & Technol Informat Syst Engn Lab Changsha Peoples R China
Nowadays, the digital world shows the development trend of high-dimensional mass, and most data can be structured or sparsely represented, so it is convenient to use Compressive Sensing (CS) to reduce the storage and ... 详细信息
来源: 评论
Prediction model of agricultural water quality based on optimized logistic regression algorithm
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EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING 2023年 第1期2023卷 21页
作者: Gai, RongLi Zhang, Hao Dalian Univ Dept Informat Engn Dalian Peoples R China
Aiming at the problem that the linear regression of the traditional linear water quality prediction model is not robust enough and the prediction accuracy cannot be guaranteed in the presence of interference, this pap... 详细信息
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Online Blind Complex Source Separation algorithm with In-phase and Quadrature Component Joint Processing  7
Online Blind Complex Source Separation Algorithm with In-pha...
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7th International Conference on Intelligent Systems, Modelling and Simulation (ISMS)
作者: Yang, Hua Zhang, Hang Li, Jiong Yang, Liu PLA Univ Sci & Technol Coll Commun Engn Nanjing 210007 Jiangsu Peoples R China
Most of existing blind source separation (BSS) algorithms are suitable for real signals but difficult for complex signals, while transmission signals usually belong to complex domain in actual communication systems. T... 详细信息
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Gradient Optimized Blind Sources Separation algorithm
Gradient Optimized Blind Sources Separation Algorithm
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7th IEEE International Conference on Wireless Communications and Signal Processing (WCSP)
作者: Yang, Hua Zhang, Hang Yang, Liu PLA Univ Sci & Technol Coll Commun Engn Nanjing 210007 Jiangsu Peoples R China
In this paper, a new gradient optimized blind source separation algorithm (GOA) which aims at improving the convergence performance is proposed. This algorithm modifies the gradient of cost function to make the iterat... 详细信息
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An Ultra-Short-Term and Short-Term Wind Power Forecasting Approach Based on Optimized Artificial Neural Network with Time Series Reconstruction  4
An Ultra-Short-Term and Short-Term Wind Power Forecasting Ap...
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4th International Conference on Smart Power and Internet Energy Systems (SPIES)
作者: Zha, Lihan Jiang, DongXiang Tsinghua Univ WeiYang Coll Beijing Peoples R China Tsinghua Univ Dept Energy & Power Engn Beijing Peoples R China
Wind power forecasting (WPF) is crucial for grid dispatch and effective collection of wind power. In recent years, deep learning such as multi-layer perception (MLP) has been widely adopted in WPF. This paper proposes... 详细信息
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On the convergence speed of AMSGRAD and beyond  31
On the convergence speed of AMSGRAD and beyond
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31st IEEE International Conference on Tools with Artificial Intelligence (ICTAI)
作者: Tan, Tao Yin, Shiqun Liu, Kunling Wan, Man Southwest Univ Fac Comp & Informat Sci Chongqing 400715 Peoples R China
In ICLR's (2018) best paper "On the Convergence of Adam and Beyond", the author points out the shortcomings in Adam's convergence proof, proposes an AMSGRAD algorithm that can guarantee convergence a... 详细信息
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Spectrum Prediction based on Improved-Back-Propagation Neural Networks  11
Spectrum Prediction based on Improved-Back-Propagation Neura...
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11th International Conference on Natural Computation (ICNC) / 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)
作者: Bai, Suya Zhou, Xin Xu, Fanjiang Chinese Acad Sci Inst Software Sci & Technol Integrated Informat Syst Lab Beijing Peoples R China
Spectrum prediction in the cognitive radio system attracts more and more attention. It can predict future spectrum holes to save energy of spectrum sensing and to improve the efficiency of spectrum access. The current... 详细信息
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Design and Implementation of nonlinear neural network controller based on simulator model in Damavand Tokamak
Design and Implementation of nonlinear neural network contro...
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24th Chinese Control and Decision Conference (CCDC)
作者: Tolouei, H. Kouhi, A. Rasouli, H. Rasouli, C. KN Toosi Univ Technol Control Dept Fac Elect Engn Adv Proc Automat & Control Lab APAC Tehran Iran Plasma Phys & Nuclear Fus Inst Inst Nucl Sci & Technol AEOI Tehran Iran
In this study, nonlinear neural network controller will be developed to control plasma radial motion in Damavand Tokamak. It is essential to have a good model in order to design a proper controller for plasma radial m... 详细信息
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