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IEEE 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