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| 1 | Extreme learning machines: new trends and applications显示文摘Extreme learning machine(ELM), as a new learning framework, draws increasing attractions in the areas of large-scale computing, high-speed signal processing, artificial intelligence, and so on. ELM aims to break the barriers between the conventional artificial learning techniques and biological learning mechanism and represents a suite of machine learning techniques in which hidden neurons need not to be tuned. ELM theories and algorithms argue that 'random hidden neurons' capture the essence of some brain learning mechanisms as well as the intuitive sense that the efficiency of brain learning need not rely on computing power of neurons.Thus, compared with traditional neural networks and support vector machine, ELM offers significant advantages such as fast learning speed, ease of implementation, and minimal human intervention. Due to its remarkable generalization performance and implementation efficiency, ELM has been applied in various applications. In this paper, we first provide an overview of newly derived ELM theories and approaches. On the other hand,with the ongoing development of multilayer feature representation, some new trends on ELM-based hierarchical learning are discussed. Moreover, we also present several interesting ELM applications to showcase the practical advances on this subject. | DENG ChenWei HUANG GuangBin XU Jia TANG JieXiong | 2015 | Science China(Information Sciences)2015，58，2： | 50 |
| 2 | Compressed-domain Ship Detection on Spaceborne Optical Image Using Deep Neural Network and Extreme Learning Machine显示文摘 | Tang Jiexiong Deng Chenwei Huang Guangbin | 2014 | IEEE Transactions on Geoscience and Remote Sensing2014，53，3： | 1 |
| 3 | A Lightweight Authentica- tion Protocol for Low-Cost RFID显示文摘 | Chien Hung-Yu Huang Chenwei | 2010 | JournM of Signal Pro- cessing Systems2010，59，1： | 1 |
| 4 | Security Analysis of Two Ultra-Lightweight RFID Authentication Protocols显示文摘 | CHIEN gungyu HUANG Chenwei | 2007 | ACM SIGOPS Operating Systems Review2007，41，： | 1 |
| 5 | Phenotypic and molecular characterization of isolates of O'nithobacterium rhinotracheale from chickens and pigeons in Taiwan显示文摘 | Tsai H J Huang Chenwei | 2006 | Avi Dis2006，50，4： | 1 |
| 6 | A novel temperature-compensation method based on correlation analysis for multi-FOG INS显示文摘Aimed at improving the bias stability of Fiber-Optic Gyroscope(FOG)-based inertial navigation systems in environments of various ambient temperatures,a novel temperaturecompensation method based on a correlation analysis of the same batch of FOGs is proposed.The empirical mode decomposition method was employed to filter the high-frequency noises of the FOGs.Then,the correlation information of the multiple FOGs was used to analyze the feasibility of the method.Eventually,the same residual error of the FOGs was compensated via the simple piecewise linear models.The experimental results indicate that excellent compensation effects for both high-and low-accuracy FOGs are achieved using the proposed method.Specifically,the accuracies of high-accuracy FOGs are improved by approximately 33.9%,20%,and 31.2%,while those of low-accuracy FOGs are improved by approximately 39.1%,20.8%,and 26.1%.The method exhibits the merits of simplicity,validity,and stability,and thus is expected to be widely used in engineering applications. | Longjie TIAN Yanxiong NIU Chenwei HUANG Haoyang LI Yang PANG Yanqiang YANG | 2023 | Chinese Journal of Aeronautics2023，36，6： | 0 |
| 7 | Romantic Qixi Festival in Wuhan显示文摘Marriage registration At this year's Qixi Festival,982 couples in Wuhan received their marriage certificates.The Civil Affairs Bureau marriage registration offices carefully arranged a traditional and romantic ceremony for the newly licensed couples.At the marriage office in Jiang'an District,red lanterns were hung up and a wall of balloons was set up for phototaking. | Sun Jun Huang Lijuan Liu Chenwei | 2022 | Changjiang Weekly2022，，31： | 0 |
| 8 | New festival trends显示文摘The scenic spots in Wuhan offered all sorts of activities during the Chinese New Year.At the Haichang Polar Ocean Park,folk artists entertained people with'molten iron fireworks.''This is the first time I have seen iron fireworks.They are really amazing!Much more beautiful than ordinary ones,'said Ms Zhang excitedly while watching them go off.The underwater dragon dance performance in the park also attracted the attention of many tourists.The performers energetically twisted and turned a 10-meter-long man-made dragon in the water creating the illusion that the dragon was dancing with the fish. | Yu Kangting Fan Yaqin Ye Feiyan Liu Chenwei Huang Lijuan Jin Xiaohui | 2023 | Changjiang Weekly2023，，1： | 0 |
| 9 | Qingming holiday brings travel peak显示文摘During the three-day Qingming Festival lor Tomb-sweeping Dayl holiday,many citizens went to sweep tombs and laid flowers as offerings to their.ancestors Meanwhile,they enjoyed the beauty of spring o the fullest by camping in nature or visiting the scenic spots in the countryside. | Huang Lijuan Li Xinyu Liu Chenwei | 2022 | Changjiang Weekly2022，，13： | 0 |
| 10 | A novel structural modeling and analysis of VLSI interconnect with an RLC tree network system using a BG/SEBD approach显示文摘A practical and effective novel graphical structural modeling and analysis approach is presented.This approach is used for solving the state interactions modeling problem caused by the model approximations in VLSI interconnect for RLC tree network systems.The bond graph (BG) energy model with a simulink energy-based block diagram (SEBD) algorithm is developed.The dynamic behaviors of an example of VLSI interconnect with a 20th-order RLC tree are presented.Methods of sequent structuring and the delineation of dynamic interactions can be provided for users applying the BG/SEBD algorithms in the development of structural models.It is shown that the new BG/SEBD structural modeling approach requires neither mathematical higher-order reduction nor physically based model reduction.Therefore,useful information can be extracted from the BG/SEBD representation of physical RLC tree network systems.Both time-domain and frequency-domain simulation results are applied to analyze the dynamic response of energy-storing elements using BG/SEBD algorithm combined with Matlab/Simulink software.Finally,a causal analysis of the system zeros plot from the shortest causal path method is proposed,to predict the dynamic response of energy-storing elements and the system performance for design and verification purposes.The dynamic response outputs from different node points were revealed,and the obtained physical information is significant which suggests feasible directions for design (re-design) improvement toward better overall system performance. | CHANG RueyFong KAO WenShiow CHANG ChenWei TSENG KuoHsiung HUANG ShihYing | 2011 | Science China(Information Sciences)2011，54，9： | 0 |
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