Neural networks for computing best rank-one approximations of tensors and its applications (English)
- New search for: Che, Maolin
- New search for: Cichocki, Andrzej
- New search for: Wei, Yimin
- Further information on Wei, Yimin:
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https://orcid.org/0000-0001-6192-0546
- New search for: Che, Maolin
- New search for: Cichocki, Andrzej
- New search for: Wei, Yimin
In:
Neurocomputing
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267
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114-133
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2017
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Neural networks for computing best rank-one approximations of tensors and its applications
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Contributors:
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Published in:Neurocomputing ; 267 ; 114-133
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Publisher:
- New search for: Elsevier B.V.
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Publication date:2017-04-23
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Size:20 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:Neural network , Ordinary differential equations , Lyapunov function , Lyapunov stability theory , Rank-one tensor , Best rank-one approximation , Z-eigenpair , Symmetric-definite tensor pair , H-eigenpair , The local maximal generalized eigenpair , The local minimal generalized eigenpair , Generalized tensor eigenpair , Local optimal rank-one approximation , Restricted singular value , Restricted singular vector , 15A18 , 15A69 , 65F15 , 65F10
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Source:
Table of contents – Volume 267
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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A modified version of Helmholtz machine by using a Restricted Boltzmann Machine to model the generative probability of the top layerHu, Junying / Zhang, Jiangshe / Ji, Nannan / Zhang, Chunxia et al. | 2017
- 18
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Knock-Knock: Acoustic object recognition by using stacked denoising autoencodersLuo, Shan / Zhu, Leqi / Althoefer, Kaspar / Liu, Hongbin et al. | 2017
- 25
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Event-triggered control for sampled-data cluster formation of multi-agent systemsWang, Wei / Huang, Chi / Cao, Jinde / Alsaadi, Fuad E. et al. | 2017
- 36
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Wavelet sampling and generalization in neural networksZhang, Zhiguo / Kon, Mark A. et al. | 2017
- 55
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Extended dissipativity state estimation for switched discrete-time complex dynamical networks with multiple communication channels: A sojourn probability dependent approachSasirekha, R. / Rakkiyappan, R. et al. | 2017
- 69
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Toward an optimal kernel extreme learning machine using a chaotic moth-flame optimization strategy with applications in medical diagnosesWang, Mingjing / Chen, Huiling / Yang, Bo / Zhao, Xuehua / Hu, Lufeng / Cai, ZhenNao / Huang, Hui / Tong, Changfei et al. | 2017
- 85
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Delay-dependent dissipativity of neural networks with mixed non-differentiable interval delaysLv, Xiaoxiao / Li, Xiaodi et al. | 2017
- 95
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Group sparsity based regularization model for remote sensing image stripe noise removalChen, Yong / Huang, Ting-Zhu / Deng, Liang-Jian / Zhao, Xi-Le / Wang, Min et al. | 2017
- 107
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Nonconvex function activated zeroing neural network models for dynamic quadratic programming subject to equality and inequality constraintsJin, Long / Li, Shuai et al. | 2017
- 114
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Neural networks for computing best rank-one approximations of tensors and its applicationsChe, Maolin / Cichocki, Andrzej / Wei, Yimin et al. | 2017
- 134
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A general memristor model and its applications in programmable analog circuitsZha, Jinxiang / Huang, He / Huang, Tingwen / Cao, Jinde / Alsaedi, Ahmed / Alsaadi, Fuad E. et al. | 2017
- 141
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Improving efficiency in sparse learning with the feedforward inhibitory motifXu, Zihan / Skorheim, Steven / Tu, Ming / Berisha, Visar / Yu, Shimeng / Seo, Jae-sun / Bazhenov, Maxim / Cao, Yu et al. | 2017
- 152
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A comprehensive cluster and classification mining procedure for daily stock market return forecastingZhong, Xiao / Enke, David et al. | 2017
- 169
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Compositional interaction descriptor for human interaction recognitionCho, Nam-Gyu / Park, Se-Ho / Park, Jeong-Seon / Park, Unsang / Lee, Seong-Whan et al. | 2017
- 182
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ListNet-based object proposals rankingLiu, Yaqi / Zhang, Xiaoyu / Zhu, Xiaobin / Guan, Qingxiao / Zhao, Xianfeng et al. | 2017
- 195
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The Euclidean embedding learning based on convolutional neural network for stereo matchingYang, Menglong / Liu, Yiguang / You, Zhisheng et al. | 2017
- 201
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A fast and effective principal singular subspace tracking algorithmFeng, Xiaowei / Kong, Xiangyu / Xu, Donghui / Qin, Jianqiang et al. | 2017
- 210
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Kernel-driven similarity learningKang, Zhao / Peng, Chong / Cheng, Qiang et al. | 2017
- 220
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A novel target detection method for SAR images based on shadow proposal and saliency analysisGao, Fei / You, Jialing / Wang, Jun / Sun, Jinping / Yang, Erfu / Zhou, Huiyu et al. | 2017
- 232
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Razumikhin method conjoined with graph theory to input-to-state stability of coupled retarded systems on networksGuo, Ying / Li, Yanwen / Ding, Xiaohua et al. | 2017
- 241
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Almost automorphic solution for neutral type high-order Hopfield BAM neural networks with time-varying leakage delays on time scalesYang, Wengui / Yu, Wenwu / Cao, Jinde / Alsaadi, Fuad E. / Hayat, Tasawar et al. | 2017
- 261
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Node-level parallelization for deep neural networks with conditional independent graphZhou, Fugen / Wu, Fuxiang / Zhang, Zhengchen / Dong, Minghui et al. | 2017
- 271
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Distributed proportion–integration–derivation formation control for second-order multi-agent systems with communication time delaysQin, Liguo / He, Xiao / Zhou, Donghua et al. | 2017
- 283
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Variance-constrained resilient H∞ filtering for time-varying nonlinear networked systems subject to quantization effectsLyu, Ming / Bo, Yuming et al. | 2017
- 295
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Robust echo state networks based on correntropy induced loss functionGuo, Yu / Wang, Fei / Chen, Badong / Xin, Jingmin et al. | 2017
- 304
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Quaternionic Hopfield neural networks with twin-multistate activation functionKobayashi, Masaki et al. | 2017
- 311
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A four dukkha state-space model for hand trackingLim, Kian Ming / Tan, Alan W.C. / Tan, Shing Chiang et al. | 2017
- 320
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A multi-act sequential game-based multi-objective clustering approach for categorical dataHeloulou, Imen / Radjef, Mohammed Said / Kechadi, Mohand Tahar et al. | 2017
- 333
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A complex-valued multichannel speech enhancement learning algorithm for optimal tradeoff between noise reduction and speech distortionTu, Jingxian / Xia, Youshen / Zhang, Songchuan et al. | 2017
- 344
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Efficient traffic congestion estimation using multiple spatio-temporal propertiesYang, Yongjian / Xu, Yuanbo / Han, Jiayu / Wang, En / Chen, Weitong / Yue, Lin et al. | 2017
- 354
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Stabilization for networked control systems subject to actuator saturation and network-induced delaysZhao, Ling / Xu, Hao / Yuan, Yuan / Yang, Hongjiu et al. | 2017
- 362
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Hierarchical modeling for first-person vision activity recognitionAbebe, Girmaw / Cavallaro, Andrea et al. | 2017
- 378
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Identification of rice diseases using deep convolutional neural networksLu, Yang / Yi, Shujuan / Zeng, Nianyin / Liu, Yurong / Zhang, Yong et al. | 2017
- 385
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An efficient unconstrained facial expression recognition algorithm based on Stack Binarized Auto-encoders and Binarized Neural NetworksSun, Wenyun / Zhao, Haitao / Jin, Zhong et al. | 2017
- 396
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Exponential adaptive synchronization of stochastic memristive chaotic recurrent neural networks with time-varying delaysLi, Xiaofan / Fang, Jian-an / Li, Huiyuan et al. | 2017
- 406
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Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRIXiang, Lei / Qiao, Yu / Nie, Dong / An, Le / Lin, Weili / Wang, Qian / Shen, Dinggang et al. | 2017
- 417
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Boundedness and periodicity for linear threshold discrete-time quaternion-valued neural network with time-delaysHu, Jin / Zeng, Chunna / Tan, Jun et al. | 2017
- 426
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Image segmentation by correlation adaptive weighted regressionWang, Weiwei / Wu, Cuiling et al. | 2017
- 436
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Weighted contourlet binary patterns and image-based fisher linear discriminant for face recognitionLi, Weifeng / Wang, Yichuan / Xu, Zhen / Jiang, Yinyan / Lu, Zongqing / Liao, Qingmin et al. | 2017
- 447
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Multiple kernel clustering with corrupted kernelsLi, Teng / Dou, Yong / Liu, Xinwang / Zhao, Yang / Lv, Qi et al. | 2017
- 455
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Robust outlier removal using penalized linear regression in multiview geometryZhou, Guoqing / Wang, Qing / Xiao, Zhaolin et al. | 2017
- 466
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Adaptive NN-DSC control design for path following of underactuated surface vessels with input saturationLiu, Cheng / Chen, C.L. Philip / Zou, Zaojian / Li, Tieshan et al. | 2017
- 475
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Image-based action recognition using hint-enhanced deep neural networksQi, Tangquan / Xu, Yong / Quan, Yuhui / Wang, Yaodong / Ling, Haibin et al. | 2017
- 489
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Quantized control for NCSs with communication constraintsYan, Jingjing / Xia, Yuanqing / Wen, Chenglin et al. | 2017
- 500
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Kernel-based random effect time-varying coefficient model for longitudinal dataShim, Jooyong / Sohn, Insuk / Hwang, Changha et al. | 2017
- 508
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On the distributed optimization over directed networksXi, Chenguang / Wu, Qiong / Khan, Usman A. et al. | 2017
- 516
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Extreme learning machine based transfer learning algorithms: A surveySalaken, Syed Moshfeq / Khosravi, Abbas / Nguyen, Thanh / Nahavandi, Saeid et al. | 2017
- 525
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Adaptive evolutionary neural control of perturbed nonlinear serial PAM robotAnh, Ho Pham Huy / Son, Nguyen Ngoc / Nam, Nguyen Thanh et al. | 2017
- 545
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A kernelized non-parametric classifier based on feature ranking in anisotropic Gaussian kernelSheikhpour, Razieh / Sarram, Mehdi Agha / Chahooki, Mohammad Ali Zare / Sheikhpour, Robab et al. | 2017
- 556
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Sketch-based 3D object recognition from locally optimized sparse featuresYoon, Gang-Joon / Yoon, Sang Min et al. | 2017
- 564
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Event-triggered fault detection observer design for affine fuzzy systemsLiu, Yan / Yang, Guang-Hong / Li, Xiao-Jian et al. | 2017
- 572
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Sensitivity based robust learning for stacked autoencoder against evasion attackChan, Patrick P.K. / Lin, Zhe / Hu, Xian / Tsang, Eric C.C. / Yeung, Daniel S. et al. | 2017
- 581
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Two-level superpixel and feedback based visual object trackingWang, Jun / Liu, Weibin / Xing, Weiwei / Zhang, Shunli et al. | 2017
- 597
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Zeroing neural networks: A surveyJin, Long / Li, Shuai / Liao, Bolin / Zhang, Zhijun et al. | 2017
- 605
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Automatic decoding of input sinusoidal signal in a neuron model: Improved SNR spectrum by low-pass homomorphic filteringOrcioni, Simone / Paffi, Alessandra / Camera, Francesca / Apollonio, Francesca / Liberti, Micaela et al. | 2017
- 615
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Synchronization of memristive delayed neural networks via hybrid impulsive controlWang, Huamin / Duan, Shukai / Huang, Tingwen / Tan, Jie et al. | 2017
- 624
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Identification-oriented robust finite memory fault detection filter design for networked industrial process with fading channel communicationFeng, Jian / Han, Kezhen / Zhang, Huaguang / Yao, Yu et al. | 2017
- 635
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Long-term performance of collaborative filtering based recommenders in temporally evolving systemsShi, Xiaoyu / Luo, Xin / Shang, Mingsheng / Gu, Liang et al. | 2017
- 644
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An efficient method for online detection of polychronous patterns in spiking neural networksChrol-Cannon, Joseph / Jin, Yaochu / Grüning, André et al. | 2017
- 651
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A novel fault diagnosis method based on optimal relevance vector machineHe, Shiming / Xiao, Long / Wang, Yalin / Liu, Xinggao / Yang, Chunhua / Lu, Jiangang / Gui, Weihua / Sun, Youxian et al. | 2017
- 664
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A review of clustering techniques and developmentsSaxena, Amit / Prasad, Mukesh / Gupta, Akshansh / Bharill, Neha / Patel, Om Prakash / Tiwari, Aruna / Er, Meng Joo / Ding, Weiping / Lin, Chin-Teng et al. | 2017
- IFC
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Editorial Board| 2017