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检索条件"主题词=gradient-descent algorithm"
13 条 记 录,以下是1-10 订阅
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Quantized gradient-descent algorithm for Distributed Resource Allocation
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UNMANNED SYSTEMS 2019年 第2期7卷 119-136页
作者: Zhou, Hongbing Yu, Weiyong Yi, Peng Hong, Yiguang Nanyang Normal Univ Sch Math & Stat 1638 Wolong Rd Nanyang Henan Peoples R China Beijing Econ & Technol Dev Area BDA JD Grp 18 Kechaung 11 St Beijing Peoples R China Washington Univ Dept Elect & Syst Engn 1 Brookings Dr St Louis MO 63130 USA Chinese Acad Sci Inst Syst Sci Key Lab Syst & Control 55 Zhongguancun East Rd Beijing Peoples R China Univ Chinese Acad Sci 55 Zhongguancun East Rd Beijing Peoples R China
In this paper, we consider a distributed resource allocation problem with communication limitation. We propose a gradient-descent algorithm to solve the distributed resource allocation problem with quantization mechan... 详细信息
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Enhancing Hopfield network performance for pattern retrieval using sparse recovery algorithm and Parzen estimator
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DIGITAL SIGNAL PROCESSING 2025年 156卷
作者: Stankovic, Djordje Draganic, Andjela Ioana, Cornel Orovic, Irena Univ Montenegro Fac Elect Engn Podgorica Montenegro Grenoble Inst Technol Grenoble INP GIPSA Lab 11 Rue MathGrenoble Campus BP46 F-38402 Grenoble Isere France Univ Lusofona COPELABS P-1700097 Lisbon Portugal
An improved pattern recovery approach that integrates the Hopfield neural network (HNN) with the iterative signal reconstruction and Parzen window-based classification is proposed. The HNN is observed as a form of ass... 详细信息
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End-to-end training algorithm for conceptor-based neural networks
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ELECTRONICS LETTERS 2018年 第15期54卷 924-925页
作者: Qian, Guangwu Zhang, Lei Zhang, Qianjun Sichuan Univ Coll Comp Sci Machine Intelligence Lab Chengdu Sichuan Peoples R China
Since a conceptor, achieving direction-selective damping of high-dimensional network signals, usually takes the form of a projection matrix and is deduced analytically, a conceptor-based neural network is thought to b... 详细信息
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Soft-Sensor of Ozone Concentration in Ozone Generation System
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OZONE-SCIENCE & ENGINEERING 2010年 第1期32卷 56-60页
作者: Zhang, Haichuan Liu, Zhongyang Xu, Dongwei Wang, Ninghui Dalian Univ Technol Dept Elect & Elect Engn Dalian 116024 Peoples R China
The soft-sensor of ozone concentration is introduced. Six secondary variables are chosen in the soft-sensor model. The model is built based on the radial basis function neural network and its parameters are confirmed ... 详细信息
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Automated Optimization algorithm for 16-channel Silicon WDM System Using 4-Level Cascaded Mach-Zehnder Interferometers
Automated Optimization Algorithm for 16-channel Silicon WDM ...
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Asia Communications and Photonics Conference (ACP) / International Conference on Information Photonics and Optical Communications (IPOC)
作者: Wu, Yichen Tao, Zihan Yang, Qipeng Shen, Bitao Jin, Ming Shu, Haowen Bai, Bowen Wang, Xingjun Peking Univ Sch Elect State Key Lab Adv Opt Commun Syst & Networks Beijing 100871 Peoples R China Peking Univ Frontier Sci Ctr Nano Optoelect Beijing 100871 Peoples R China Peking Univ Yangtze Delta Inst Optoelect Nantong 226010 Peoples R China Peng Cheng Lab Shenzhen 518055 Peoples R China
On-chip Wavelength Division Multiplexing (WDM) devices have been widely used in optical communications and signal processing to increase data throughput. As the number of wavelength channels increases, the performance... 详细信息
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Ordinal Classification Using Hybrid Artificial Neural Networks with Projection and Kernel Basis Functions
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7th International Conference on Hybrid Artificial Intelligent Systems (HAIS)
作者: Dorado-Moreno, M. Gutierrez, P. A. Hervas-Martinez, C. Univ Cordoba Dept Comp Sci & Numer Anal E-14071 Cordoba Spain
Many real life problems require the classification of items into naturally ordered classes. These problems are traditionally handled by conventional methods intended for the classification of nominal classes, where th... 详细信息
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Real-time Optimal Power Allocation for Smart Grid System via Deep Neural Network: A Learning Based Approach  32
Real-time Optimal Power Allocation for Smart Grid System via...
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32nd Chinese Control And Decision Conference (CCDC)
作者: Guo, Fanghong Xu, Bowen Zhang, Wen-An Zhang, Dan Yu, Li Zhejiang Univ Technol Dept Automat Hangzhou 310032 Peoples R China
This paper attempts to solve the optimal power allocation (OPA) problem for smart grid system in a new distinguished way. Conventionally the numerical optimization approaches including traditional convex optimization ... 详细信息
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Denoising Signals in Cognitive Radio Systems Using An Evolutionary algorithm Based Adaptive Filter  7
Denoising Signals in Cognitive Radio Systems Using An Evolut...
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7th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference (IEEE UEMCON)
作者: Quadri, Adnan Manesh, Mohsen Riahi Kaabouch, Naima Univ North Dakota Dept Elect Engn Grand Forks ND 58203 USA
Noise originating from several sources in a RF environment degrades the performance of communication systems. In wideband systems, such as cognitive radios, noise at the receiver can also originate from non-linearity ... 详细信息
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Block versus Adaptive MIMO Equalization for Coherent PolMux QAM Transmission Systems
Block versus Adaptive MIMO Equalization for Coherent PolMux ...
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36th European Conference and Exhibition on Optical Communication (ECOC)
作者: Selmi, Mehrez Ciblat, Philippe Jaoueen, Yves Gosset, Christophe Telecom ParisTech CNRS UMR 5141 Inst Telecom F-75634 Paris France
We propose a block equalization algorithm using optimal step size. The algorithm shows fast convergence, low steady-state error and good tracking capacity in comparison to standard equalizers operating on a sample-by-... 详细信息
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A Takagi-Sugeno fuzzy controller with reinforcement learning part
A Takagi-Sugeno fuzzy controller with reinforcement learning...
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International Conference on Neural Networks and Signal Processing
作者: Liu, XH Jin, DM Tsing Hua Univ Inst Microelect Beijing 100084 Peoples R China
A Takagi-Sugeno fuzzy controller with reinforcement learning part is proposed in this paper, which is used to control a real inverted cart-pendulum system. The fuzzy controller part is a zero-order Takagi-Sugeno syste... 详细信息
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