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ORCIDIEEE Transactions on Neural Networks and Learning Systems, Volume 29
Volume 29, Number 1, January 2018
- Haibo He
:
Growth and Success - Looking Forward to 2018 and Beyond. 2-9 - C. L. Philip Chen, Zhulin Liu:
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture. 10-24 - Wenzhangzhi Guo, Parham Aarabi:
Hair Segmentation Using Heuristically-Trained Neural Networks. 25-36 - Qichao Zhang, Dongbin Zhao, Ding Wang:
Event-Based Robust Control for Uncertain Nonlinear Systems Using Adaptive Dynamic Programming. 37-50 - Xiaojie Li, Jiancheng Lv, Zhang Yi:
An Efficient Representation-Based Method for Boundary Point and Outlier Detection. 51-62 - Yiqian Cui, Junyou Shi, Zili Wang:
Development of Quantum Local Potential Function Networks Based on Quantum Assimilation and Subspace Division. 63-73 - Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed Mouchaweh:
A Bi-Criteria Active Learning Algorithm for Dynamic Data Streams. 74-86 - Kun Ding, Chunlei Huo, Bin Fan, Shiming Xiang, Chunhong Pan:
In Defense of Locality-Sensitive Hashing. 87-103 - Hong-Gui Han, Wei Lu, Ying Hou, Junfei Qiao:
An Adaptive-PSO-Based Self-Organizing RBF Neural Network. 104-117 - Yajuan Liu, Bao-Zhu Guo, Ju H. Park, Sang-Moon Lee:
Nonfragile Exponential Synchronization of Delayed Complex Dynamical Networks With Memory Sampled-Data Control. 118-128 - Zhanyu Ma, Jing-Hao Xue, Arne Leijon, Zheng-Hua Tan, Zhen Yang, Jun Guo:
Decorrelation of Neutral Vector Variables: Theory and Applications. 129-143 - Xiao-Jian Li, Guang-Hong Yang:
Neural-Network-Based Adaptive Decentralized Fault-Tolerant Control for a Class of Interconnected Nonlinear Systems. 144-155 - Phillip Howard, Daniel W. Apley, George Runger:
Distinct Variation Pattern Discovery Using Alternating Nonlinear Principal Component Analysis. 156-166 - Laurens Bliek, Hans R. G. W. Verstraete, Michel Verhaegen, Sander Wahls:
Online Optimization With Costly and Noisy Measurements Using Random Fourier Expansions. 167-182 - Baoguang Shi, Xiang Bai, Wenyu Liu, Jingdong Wang:
Face Alignment With Deep Regression. 183-194 - Shanmugam Lakshmanan, Mani Prakash, Chee Peng Lim, Rajan Rakkiyappan, Pagavathigounder Balasubramaniam, Saeid Nahavandi:
Synchronization of an Inertial Neural Network With Time-Varying Delays and Its Application to Secure Communication. 195-207 - Zhengcai Cao, Qing Xiao, Ran Huang, Mengchu Zhou:
Robust Neuro-Optimal Control of Underactuated Snake Robots With Experience Replay. 208-217 - Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang:
Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations. 218-224 - Le Van Hien, Doan Thai Son, Hieu Trinh:
On Global Dissipativity of Nonautonomous Neural Networks With Multiple Proportional Delays. 225-231 - Xuhui Bu, Zhongsheng Hou:
Adaptive Iterative Learning Control for Linear Systems With Binary-Valued Observations. 232-237 - Min Han, Meiling Xu:
Laplacian Echo State Network for Multivariate Time Series Prediction. 238-244
Volume 29, Number 2, February 2018
- Son Ngoc Tran, Artur S. d'Avila Garcez:
Deep Logic Networks: Inserting and Extracting Knowledge From Deep Belief Networks. 246-258 - Li Niu, Wen Li, Dong Xu, Jianfei Cai:
An Exemplar-Based Multi-View Domain Generalization Framework for Visual Recognition. 259-272 - Ming Sun, Kwang Y. Lee, Yao-Qun Xu, Wenlei Bai:
Hysteretic Noisy Chaotic Neural Networks for Resource Allocation in OFDMA System. 273-285 - Kai Zhao, Yongduan Song, Zhixi Shen:
Neuroadaptive Fault-Tolerant Control of Nonlinear Systems Under Output Constraints and Actuation Faults. 286-298 - Xian Zhang, Yuanyuan Han, Ligang Wu, Yantao Wang:
State Estimation for Delayed Genetic Regulatory Networks With Reaction-Diffusion Terms. 299-309 - Zhengming Ding, Ming Shao, Yun Fu:
Incomplete Multisource Transfer Learning. 310-323 - Li Bu, Cesare Alippi, Dongbin Zhao:
A pdf-Free Change Detection Test Based on Density Difference Estimation. 324-334 - Ding-Xin He, Guang Ling, Zhi-Hong Guan, Bin Hu, Rui-Quan Liao:
Multisynchronization of Coupled Heterogeneous Genetic Oscillator Networks via Partial Impulsive Control. 335-342 - Xiaobing Pei, Chuanbo Chen, Weihua Gong:
Concept Factorization With Adaptive Neighbors for Document Clustering. 343-352 - Jia Wang, Lee-Ming Cheng, Tong Su:
Multivariate Cryptography Based on Clipped Hopfield Neural Network. 353-363 - Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren, Jigang Wu:
Passivity and Output Synchronization of Complex Dynamical Networks With Fixed and Adaptive Coupling Strength. 364-376 - Wen-Liang Hwang, Keng-Shih Lu, Jinn Ho:
Constrained Null Space Component Analysis for Semiblind Source Separation Problem. 377-391 - Nian Liu, Junwei Han, Tianming Liu, Xuelong Li:
Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks. 392-404 - Filipe Alves Neto Verri, Paulo Roberto Urio, Liang Zhao:
Network Unfolding Map by Vertex-Edge Dynamics Modeling. 405-418 - Luis A. Vázquez, Francisco Jurado, Carlos E. Castañeda, Víctor Santibáñez:
Real-Time Decentralized Neural Control via Backstepping for a Robotic Arm Powered by Industrial Servomotors. 419-426 - Filippo Maria Bianchi, Lorenzo Livi, Cesare Alippi:
Investigating Echo-State Networks Dynamics by Means of Recurrence Analysis. 427-439 - Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung:
CLAss-Specific Subspace Kernel Representations and Adaptive Margin Slack Minimization for Large Scale Classification. 440-456 - Ridong Zhang, Jili Tao, Renquan Lu, Qibing Jin:
Decoupled ARX and RBF Neural Network Modeling Using PCA and GA Optimization for Nonlinear Distributed Parameter Systems. 457-469 - Avisek Lahiri, Biswajit Paria, Prabir Kumar Biswas:
Forward Stagewise Additive Model for Collaborative Multiview Boosting. 470-485 - Yina Han, Kunde Yang, Yixin Yang, Yuanliang Ma:
Localized Multiple Kernel Learning With Dynamical Clustering and Matrix Regularization. 486-499 - Peter Andras:
High-Dimensional Function Approximation With Neural Networks for Large Volumes of Data. 500-508
Volume 29, Number 3, March 2018
- Guibiao Xu, Bao-Gang Hu, José C. Príncipe:
Robust C-Loss Kernel Classifiers. 510-522 - Renquan Lu, Peng Shi, Hongye Su, Zheng-Guang Wu, Jianquan Lu:
Synchronization of General Chaotic Neural Networks With Nonuniform Sampling and Packet Missing: A Switched System Approach. 523-533 - Sitian Qin, Jiqiang Feng, Jiahui Song, Xingnan Wen, Chen Xu:
A One-Layer Recurrent Neural Network for Constrained Complex-Variable Convex Optimization. 534-544 - Jia Liu, Maoguo Gong, A. Kai Qin, Puzhao Zhang:
A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images. 545-559 - Xiaogang Deng, Xuemin Tian, Sheng Chen, Chris J. Harris:
Nonlinear Process Fault Diagnosis Based on Serial Principal Component Analysis. 560-572 - Songlin Hu, Dong Yue, Xiangpeng Xie, Yong Ma, Xiuxia Yin:
Stabilization of Neural-Network-Based Control Systems via Event-Triggered Control With Nonperiodic Sampled Data. 573-585 - Ali Heydari:
Optimal Switching of DC-DC Power Converters Using Approximate Dynamic Programming. 586-596 - Qi-He Shan, Huaguang Zhang, Zhanshan Wang, Zhao Zhang:
Global Asymptotic Stability and Stabilization of Neural Networks With General Noise. 597-607 - Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan:
Supervised Discrete Hashing With Relaxation. 608-617 - Sanbo Ding, Zhanshan Wang, Huaguang Zhang:
Dissipativity Analysis for Stochastic Memristive Neural Networks With Time-Varying Delays: A Discrete-Time Case. 618-630 - Ding Zhai, Liwei An, Dan Ye, Qingling Zhang:
Adaptive Reliable H∞ Static Output Feedback Control Against Markovian Jumping Sensor Failures. 631-644 - Sheng Li, Kang Li, Yun Fu:
Self-Taught Low-Rank Coding for Visual Learning. 645-656 - Jing Peng, Alex J. Aved, Guna Seetharaman, Kannappan Palaniappan:
Multiview Boosting With Information Propagation for Classification. 657-669 - Yu Kong, Ming Shao, Kang Li, Yun Fu:
Probabilistic Low-Rank Multitask Learning. 670-680 - Eid Emary, Hossam M. Zawbaa, Crina Grosan:
Experienced Gray Wolf Optimization Through Reinforcement Learning and Neural Networks. 681-694 - Wei Liu, Jie Huang:
Cooperative Adaptive Output Regulation for Second-Order Nonlinear Multiagent Systems With Jointly Connected Switching Networks. 695-705 - Lorenzo Livi, Filippo Maria Bianchi, Cesare Alippi:
Determination of the Edge of Criticality in Echo State Networks Through Fisher Information Maximization. 706-717 - Hanqi Wang, Fei Wu, Weiming Lu, Yi Yang, Xi Li, Xuelong Li, Yueting Zhuang:
Identifying Objective and Subjective Words via Topic Modeling. 718-730 - Badong Chen, Lei Xing, Bin Xu, Haiquan Zhao, José C. Príncipe:
Insights Into the Robustness of Minimum Error Entropy Estimation. 731-737 - Qianqian Wang, Quanxue Gao, De-Yan Xie, Xinbo Gao, Yong Wang:
Robust DLPP With Nongreedy ℓ1-Norm Minimization and Maximization. 738-743 - Masaki Kobayashi:
Stability of Rotor Hopfield Neural Networks With Synchronous Mode. 744-748 - Gang Chen, Yongduan Song, Yanfeng Guan:
Terminal Sliding Mode-Based Consensus Tracking Control for Networked Uncertain Mechanical Systems on Digraphs. 749-756 - Chiman Wong, Chi-Man Vong, Pak-Kin Wong, Jiuwen Cao:
Kernel-Based Multilayer Extreme Learning Machines for Representation Learning. 757-762
Volume 29, Number 4, April 2018
- Ammar O. Hoori, Yuichi Motai:
Multicolumn RBF Network. 766-778 - Xiaoyong Zeng, Hui Peng, Feng Zhou:
A Regularized SNPOM for Stable Parameter Estimation of RBF-AR(X) Model. 779-791 - Shuguang Ding, Xiangli Nie, Hong Qiao, Bo Zhang:
A Fast Algorithm of Convex Hull Vertices Selection for Online Classification. 792-806 - Yanzhi Wu, Lu Liu, Jiangping Hu, Gang Feng:
Adaptive Antisynchronization of Multilayer Reaction-Diffusion Neural Networks. 807-818 - Hongwei Chen, Jinling Liang, Jianquan Lu, Jianlong Qiu:
Synchronization for the Realization-Dependent Probabilistic Boolean Networks. 819-831 - Feng-Sheng Tsai, Sheng-Yi Hsu, Mau-Hsiang Shih:
Adaptive Tracking Control for Robots With an Interneural Computing Scheme. 832-844 - Yong Xu, Renquan Lu, Peng Shi, Jie Tao, Shengli Xie:
Robust Estimation for Neural Networks With Randomly Occurring Distributed Delays and Markovian Jump Coupling. 845-855 - Zuowei Cai, Lihong Huang:
Finite-Time Stabilization of Delayed Memristive Neural Networks: Discontinuous State-Feedback and Adaptive Control Approach. 856-868 - Avraham A. Melkman, Xiaoqing Cheng, Wai-Ki Ching, Tatsuya Akutsu:
Identifying a Probabilistic Boolean Threshold Network From Samples. 869-881 - Junjie Hu, Haiqin Yang, Michael R. Lyu, Irwin King, Anthony Man-Cho So:
Online Nonlinear AUC Maximization for Imbalanced Data Sets. 882-895 - Jian Hou, Huijun Gao, Xuelong Li:
Feature Combination via Clustering. 896-907 - Ze Tang, Ju H. Park, Jianwen Feng:
Impulsive Effects on Quasi-Synchronization of Neural Networks With Parameter Mismatches and Time-Varying Delay. 908-919 - Wenjie Pei, Hamdi Dibeklioglu, David M. J. Tax, Laurens van der Maaten:
Multivariate Time-Series Classification Using the Hidden-Unit Logistic Model. 920-931 - Hongliang Li, Derong Liu, Ding Wang:
Manifold Regularized Reinforcement Learning. 932-943 - Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng:
Adaptive Unsupervised Feature Selection With Structure Regularization. 944-956 - Qinglai Wei, Derong Liu, Qiao Lin, Ruizhuo Song:
Adaptive Dynamic Programming for Discrete-Time Zero-Sum Games. 957-969 - Quan-Yong Fan, Guang-Hong Yang, Dan Ye:
Quantization-Based Adaptive Actor-Critic Tracking Control With Tracking Error Constraints. 970-980 - Shaofu Yang, Qingshan Liu, Jun Wang:
A Collaborative Neurodynamic Approach to Multiple-Objective Distributed Optimization. 981-992 - Ding Wang, Chaoxu Mu, Derong Liu, Hongwen Ma:
On Mixed Data and Event Driven Design for Adaptive-Critic-Based Nonlinear H∞ Control. 993-1005 - Xiaozhao Fang, Yong Xu, Xuelong Li, Zhihui Lai, Wai Keung Wong, Bingwu Fang:
Regularized Label Relaxation Linear Regression. 1006-1018 - Ming Shao, Yizhe Zhang, Yun Fu:
Collaborative Random Faces-Guided Encoders for Pose-Invariant Face Representation Learning. 1019-1032 - Yuan-Xin Li, Guang-Hong Yang:
Model-Based Adaptive Event-Triggered Control of Strict-Feedback Nonlinear Systems. 1033-1045 - Licheng Wang, Zidong Wang, Guoliang Wei, Fuad E. Alsaadi:
Finite-Time State Estimation for Recurrent Delayed Neural Networks With Component-Based Event-Triggering Protocol. 1046-1057 - Naoki Masuyama, Chu Kiong Loo, Manjeevan Seera, Naoyuki Kubota:
Quantum-Inspired Multidirectional Associative Memory With a Self-Convergent Iterative Learning. 1058-1068 - Tommaso Mannucci, Erik-Jan van Kampen, Cornelis C. de Visser, Qiping Chu:
Safe Exploration Algorithms for Reinforcement Learning Controllers. 1069-1081 - Ruibin Feng, Chi-Sing Leung, John Sum:
Robustness Analysis on Dual Neural Network-based k WTA With Input Noise. 1082-1094 - Jeng-Tze Huang, Thanh-Phong Pham:
Differentiation-Free Multiswitching Neuroadaptive Control of Strict-Feedback Systems. 1095-1107 - Feifei Yang, Cong Wang:
Pattern-Based NN Control of a Class of Uncertain Nonlinear Systems. 1108-1119 - Yuefeng Ma, Xun Liang, James T. Kwok, Jianping Li, Xiaoping Zhou, Haiyan Zhang:
Fast-Solving Quasi-Optimal LS-S3VM Based on an Extended Candidate Set. 1120-1131 - Zhengshan Dong, Wenxing Zhu:
Homotopy Methods Based on l0-Norm for Compressed Sensing. 1132-1146 - Zhaoxu Yu, Shugang Li, Zhaosheng Yu, Fangfei Li:
Adaptive Neural Output Feedback Control for Nonstrict-Feedback Stochastic Nonlinear Systems With Unknown Backlash-Like Hysteresis and Unknown Control Directions. 1147-1160 - Gonzalo Safont, Addisson Salazar, Luis Vergara, Enriqueta Gomez, Vicente Villanueva:
Probabilistic Distance for Mixtures of Independent Component Analyzers. 1161-1173 - Wei He, Yiting Dong:
Adaptive Fuzzy Neural Network Control for a Constrained Robot Using Impedance Learning. 1174-1186 - Jianyong Sun, Aimin Zhou, Simeon Keates, Shengbin Liao:
Simultaneous Bayesian Clustering and Feature Selection Through Student's t Mixtures Model. 1187-1199 - Huaguang Zhang, Xiaohong Cui, Yanhong Luo, He Jiang:
Finite-Horizon H∞ Tracking Control for Unknown Nonlinear Systems With Saturating Actuators. 1200-1212 - Behzad Talaei, Sarangapani Jagannathan, John R. Singler:
Boundary Control of Linear Uncertain 1-D Parabolic PDE Using Approximate Dynamic Programming. 1213-1225 - Qinglai Wei, Benkai Li, Ruizhuo Song:
Discrete-Time Stable Generalized Self-Learning Optimal Control With Approximation Errors. 1226-1238 - Lei Liu, Zhanshan Wang, Huaguang Zhang:
Neural-Network-Based Robust Optimal Tracking Control for MIMO Discrete-Time Systems With Unknown Uncertainty Using Adaptive Critic Design. 1239-1251 - Yupeng Qiao, Hongsheng Qi, Daizhan Cheng:
Partition-Based Solutions of Static Logical Networks With Applications. 1252-1262 - Behzad Talaei, Sarangapani Jagannathan, John R. Singler:
Output Feedback-Based Boundary Control of Uncertain Coupled Semilinear Parabolic PDE Using Neurodynamic Programming. 1263-1274 - Juntao Fei, Cheng Lu:
Adaptive Sliding Mode Control of Dynamic Systems Using Double Loop Recurrent Neural Network Structure. 1275-1286 - Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade:
SPANNER: A Self-Repairing Spiking Neural Network Hardware Architecture. 1287-1300 - Ke Gu, Dacheng Tao, Junfei Qiao, Weisi Lin:
Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data. 1301-1313 - Xuelong Li, Lina Liu, Xiaoqiang Lu:
Person Reidentification Based on Elastic Projections. 1314-1327 - Bin Zou, Chen Xu, Yang Lu, Yuan Yan Tang, Jie Xu, Xinge You:
k-Times Markov Sampling for SVMC. 1328-1341 - Ding Wang, Derong Liu, Chaoxu Mu, Yun Zhang:
Neural Network Learning and Robust Stabilization of Nonlinear Systems With Dynamic Uncertainties. 1342-1351 - Lingfeng Wang, Chunhong Pan:
Groupwise Retargeted Least-Squares Regression. 1352-1358 - Yuanshi Zheng, Jingying Ma, Long Wang:
Consensus of Hybrid Multi-Agent Systems. 1359-1365