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IEEE Transactions on Neural Networks and Learning Systems, Volume 26
Volume 26, Number 1, January 2015
- Derong Liu

:
TNNLS Call for Reviewers and Special Issues. 1-6 - Xia Liu, Shaobo Lin, Jian Fang

, Zongben Xu:
Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part I). 7-20 - Shaobo Lin, Xia Liu, Jian Fang

, Zongben Xu:
Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II). 21-34 - Rudrasis Chakraborty, Nikhil R. Pal:

Feature Selection Using a Neural Framework With Controlled Redundancy. 35-50 - Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos

:
Pareto-Path Multitask Multiple Kernel Learning. 51-61 - Jan Chorowski

, Jacek M. Zurada:
Learning Understandable Neural Networks With Nonnegative Weight Constraints. 62-69 - Sotirios P. Chatzis, Dimitrios I. Kosmopoulos

:
A Latent Manifold Markovian Dynamics Gaussian Process. 70-83 - R. Rakkiyappan, Jinde Cao, G. Velmurugan

:
Existence and Uniform Stability Analysis of Fractional-Order Complex-Valued Neural Networks With Time Delays. 84-97 - Vijay Manikandan Janakiraman, XuanLong Nguyen, Jeff Sterniak, Dennis Assanis:

Identification of the Dynamic Operating Envelope of HCCI Engines Using Class Imbalance Learning. 98-112 - Xiwei Liu

, Tianping Chen:
Synchronization of Nonlinear Coupled Networks via Aperiodically Intermittent Pinning Control. 113-126 - Hamid Soleimani, Mohammad Bavandpour, Arash Ahmadi

, Derek Abbott:
Digital Implementation of a Biological Astrocyte Model and Its Application. 127-139 - Bahare Kiumarsi, Frank L. Lewis:

Actor-Critic-Based Optimal Tracking for Partially Unknown Nonlinear Discrete-Time Systems. 140-151 - Mu Li, Wei Bi, James T. Kwok, Bao-Liang Lu

:
Large-Scale Nyström Kernel Matrix Approximation Using Randomized SVD. 152-164 - Yan-Jun Liu

, Li Tang, Shaocheng Tong, C. L. Philip Chen
, Dong-Juan Li:
Reinforcement Learning Design-Based Adaptive Tracking Control With Less Learning Parameters for Nonlinear Discrete-Time MIMO Systems. 165-176 - Suviseshamuthu Easter Selvan

:
Nonsmooth ICA Contrast Minimization Using a Riemannian Nelder-Mead Method. 177-183
Volume 26, Number 2, February 2015
- Qingsong Zhu, Ling Shao

, Xuelong Li
, Lei Wang:
Targeting Accurate Object Extraction From an Image: A Comprehensive Study of Natural Image Matting. 185-207 - Yuichi Motai

:
Kernel Association for Classification and Prediction: A Survey. 208-223 - Guofa Sun, Dongwu Li, Xuemei Ren:

Modified Neural Dynamic Surface Approach to Output Feedback of MIMO Nonlinear Systems. 224-236 - Eunwoo Kim, Minsik Lee

, Chong-Ho Choi, Nojun Kwak, Songhwai Oh:
Efficient l1-Norm-Based Low-Rank Matrix Approximations for Large-Scale Problems Using Alternating Rectified Gradient Method. 237-251 - Yahong Han, Yi Yang, Yan Yan

, Zhigang Ma, Nicu Sebe
, Xiaofang Zhou
:
Semisupervised Feature Selection via Spline Regression for Video Semantic Recognition. 252-264 - Hongbo Zhou, Qiang Cheng:

A Scalable Projective Scaling Algorithm for lp Loss With Convex Penalizations. 265-276 - Shenglan Liu, Lin Feng, Hong Qiao:

Scatter Balance: An Angle-Based Supervised Dimensionality Reduction. 277-289 - Bo Liu, Wenlian Lu, Tianping Chen:

Consensus in Continuous-Time Multiagent Systems Under Discontinuous Nonlinear Protocols. 290-301 - Rong-Jong Wai, Jing-Xiang Yao, Jeng-Dao Lee:

Backstepping Fuzzy-Neural-Network Control Design for Hybrid Maglev Transportation System. 302-317 - Yi Cao

, Yuhua Li
, Sonya A. Coleman
, Ammar Belatreche, Thomas Martin McGinnity
:
Adaptive Hidden Markov Model With Anomaly States for Price Manipulation Detection. 318-330 - Weisheng Chen, Shaoyong Hua, Huaguang Zhang:

Consensus-Based Distributed Cooperative Learning From Closed-Loop Neural Control Systems. 331-345 - Dongbin Zhao

, Yuanheng Zhu
:
MEC - A Near-Optimal Online Reinforcement Learning Algorithm for Continuous Deterministic Systems. 346-356 - Jie Lian, Jun Wang

:
Passivity of Switched Recurrent Neural Networks With Time-Varying Delays. 357-366 - Bo Tang, Haibo He, Quan Ding, Steven Kay:

A Parametric Classification Rule Based on the Exponentially Embedded Family. 367-377 - Olcay Taner Yildiz

:
VC-Dimension of Univariate Decision Trees. 378-387 - Miguel C. Soriano

, Silvia Ortin
, Lars Keuninckx
, Lennert Appeltant, Jan Danckaert
, Luis Pesquera, Guy van der Sande
:
Delay-Based Reservoir Computing: Noise Effects in a Combined Analog and Digital Implementation. 388-393 - Jian Cheng Lv, Zhang Yi, Yunxia Li:

Non-Divergence of Stochastic Discrete Time Algorithms for PCA Neural Networks. 394-399 - Thanh Minh Nguyen, Q. M. Jonathan Wu

, Hui Zhang:
Asymmetric Mixture Model With Simultaneous Feature Selection and Model Detection. 400-408 - Yu Jiang

, Yebin Wang, Scott A. Bortoff, Zhong-Ping Jiang:
Optimal Codesign of Nonlinear Control Systems Based on a Modified Policy Iteration Method. 409-414
Volume 26, Number 3, March 2015
- Mohammed Falah Mohammed

, Chee Peng Lim:
An Enhanced Fuzzy Min-Max Neural Network for Pattern Classification. 417-429 - Qingyao Wu, Yunming Ye, Haijun Zhang, Tommy W. S. Chow, Shen-Shyang Ho

:
ML-TREE: A Tree-Structure-Based Approach to Multilabel Learning. 430-443 - Kai Zhang, Liang Lan

, James T. Kwok, Slobodan Vucetic, Bahram Parvin:
Scaling Up Graph-Based Semisupervised Learning via Prototype Vector Machines. 444-457 - Hansenclever de F. Bassani

, Aluízio F. R. Araújo:
Dimension Selective Self-Organizing Maps With Time-Varying Structure for Subspace and Projected Clustering. 458-471 - Hao Xu, Sarangapani Jagannathan:

Neural Network-Based Finite Horizon Stochastic Optimal Control Design for Nonlinear Networked Control Systems. 472-485 - Qiming Zhao, Hao Xu, Sarangapani Jagannathan:

Neural Network-Based Finite-Horizon Optimal Control of Uncertain Affine Nonlinear Discrete-Time Systems. 486-499 - Clive Cheong Took, Scott C. Douglas

, Danilo P. Mandic:
Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform. 500-509 - Jiahu Qin, Huijun Gao, Wei Xing Zheng:

Exponential Synchronization of Complex Networks of Linear Systems and Nonlinear Oscillators: A Unified Analysis. 510-521 - Harold Soh, Yiannis Demiris

:
Spatio-Temporal Learning With the Online Finite and Infinite Echo-State Gaussian Processes. 522-536 - Girish Chowdhary, Hassan A. Kingravi, Jonathan P. How

, Patricio A. Vela
:
Bayesian Nonparametric Adaptive Control Using Gaussian Processes. 537-550 - Yunwen Lei

, Lixin Ding, Wensheng Zhang:
Generalization Performance of Radial Basis Function Networks. 551-564 - Huaqing Li

, Xiaofeng Liao, Tingwen Huang
, Wei Zhu, Yanbing Liu:
Second-Order Global Consensus in Multiagent Networks With Random Directional Link Failure. 565-575 - Xuemei Ding, Yuhua Li

, Ammar Belatreche, Liam P. Maguire
:
Novelty Detection Using Level Set Methods. 576-588 - Achilles Theodorakopoulos, George A. Rovithakis:

A Simplified Adaptive Neural Network Prescribed Performance Controller for Uncertain MIMO Feedback Linearizable Systems. 589-600 - Kan Xie, Zhaoshui He, Andrzej Cichocki

:
Convergence Analysis of the FOCUSS Algorithm. 601-613 - Zhen Ni, Haibo He, Dongbin Zhao

, Xin Xu
, Danil V. Prokhorov
:
GrDHP: A General Utility Function Representation for Dual Heuristic Dynamic Programming. 614-627 - Jie Xu, Yuan Yan Tang, Bin Zou, Zongben Xu, Luoqing Li, Yang Lu:

The Generalization Ability of Online SVM Classification Based on Markov Sampling. 628-639 - Jinpeng Yu, Peng Shi, Wenjie Dong, Bing Chen, Chong Lin

:
Neural Network-Based Adaptive Dynamic Surface Control for Permanent Magnet Synchronous Motors. 640-645 - Nuri Denizcan Vanli, Suleyman Serdar Kozat:

A Unified Approach to Universal Prediction: Generalized Upper and Lower Bounds. 646-651
Volume 26, Number 4, April 2015
- Yi-Fei Pu, Jiliu Zhou, Yi Zhang, Ni Zhang, Guo Huang, Patrick Siarry:

Fractional Extreme Value Adaptive Training Method: Fractional Steepest Descent Approach. 653-662 - Yili Xia, Cyrus Jahanchahi, Danilo P. Mandic:

Quaternion-Valued Echo State Networks. 663-673 - Zhiquan Qi, Yingjie Tian

, Yong Shi
:
Successive Overrelaxation for Laplacian Support Vector Machine. 674-683 - Biao Luo, Huai-Ning Wu

, Han-Xiong Li
:
Adaptive Optimal Control of Highly Dissipative Nonlinear Spatially Distributed Processes With Neuro-Dynamic Programming. 684-696 - Huseyin A. Inan, Alper T. Erdogan

:
Convolutive Bounded Component Analysis Algorithms for Independent and Dependent Source Separation. 697-708 - Yalda Mohsenzadeh

, Hamid Sheikhzadeh:
Gaussian Kernel Width Optimization for Sparse Bayesian Learning. 709-719 - Siamak Mehrkanoon

, Carlos Alzate, Raghvendra Mall
, Rocco Langone
, Johan A. K. Suykens
:
Multiclass Semisupervised Learning Based Upon Kernel Spectral Clustering. 720-733 - Wu-Hua Chen, Xiaomei Lu, Wei Xing Zheng:

Impulsive Stabilization and Impulsive Synchronization of Discrete-Time Delayed Neural Networks. 734-748 - Jean Chamberlain Chedjou, Kyandoghere Kyamakya

:
A Universal Concept Based on Cellular Neural Networks for Ultrafast and Flexible Solving of Differential Equations. 749-762 - Eric Aislan Antonelo, Benjamin Schrauwen:

On Learning Navigation Behaviors for Small Mobile Robots With Reservoir Computing Architectures. 763-780 - Can Wang

, Xiangjun Dong, Fei Zhou
, Longbing Cao
, Chi-Hung Chi:
Coupled Attribute Similarity Learning on Categorical Data. 781-797 - Lu Xu, Tommy W. S. Chow, Eden W. M. Ma:

Topology-Based Clustering Using Polar Self-Organizing Map. 798-808 - Deyuan Meng, Yingmin Jia, Junping Du:

Robust Consensus Tracking Control for Multiagent Systems With Initial State Shifts, Disturbances, and Switching Topologies. 809-824 - Qian Zhao

, Deyu Meng, Zongben Xu, Wangmeng Zuo, Yan Yan:
L1-Norm Low-Rank Matrix Factorization by Variational Bayesian Method. 825-839 - Zheng Yan, Jun Wang

:
Nonlinear Model Predictive Control Based on Collective Neurodynamic Optimization. 840-850 - Ruizhuo Song, Frank L. Lewis, Qinglai Wei, Huaguang Zhang, Zhong-Ping Jiang, Daniel S. Levine

:
Multiple Actor-Critic Structures for Continuous-Time Optimal Control Using Input-Output Data. 851-865 - Qinglai Wei, Derong Liu

, Xiong Yang
:
Infinite Horizon Self-Learning Optimal Control of Nonaffine Discrete-Time Nonlinear Systems. 866-879 - Gregory Ditzler, Robi Polikar

, Gail Rosen
:
A Bootstrap Based Neyman-Pearson Test for Identifying Variable Importance. 880-886
Volume 26, Number 5, May 2015
- Teck-Hou Teng

, Ah-Hwee Tan
, Jacek M. Zurada:
Self-Organizing Neural Networks Integrating Domain Knowledge and Reinforcement Learning. 889-902 - Jianming Lian

, Jianghai Hu, Stanislaw H. Zak:
Variable Neural Adaptive Robust Control: A Switched System Approach. 903-915 - Jae Young Lee, Jin Bae Park, Yoon Ho Choi:

Integral Reinforcement Learning for Continuous-Time Input-Affine Nonlinear Systems With Simultaneous Invariant Explorations. 916-932 - Shing Chiang Tan

, Junzo Watada, Zuwairie Ibrahim
, Marzuki Khalid:
Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects. 933-950 - Dimitrios Bouzas

, Nikolaos Arvanitopoulos, Anastasios Tefas
:
Graph Embedded Nonparametric Mutual Information for Supervised Dimensionality Reduction. 951-963 - Sergio Cruces

, Iván Durán-Díaz
:
The Minimum Risk Principle That Underlies the Criteria of Bounded Component Analysis. 964-981 - Franck Dufrenois:

A One-Class Kernel Fisher Criterion for Outlier Detection. 982-994 - Marco Loog, Are Charles Jensen:

Semi-Supervised Nearest Mean Classification Through a Constrained Log-Likelihood. 995-1006 - Yan-Jun Liu

, Li Tang, Shaocheng Tong, C. L. Philip Chen
:
Adaptive NN Controller Design for a Class of Nonlinear MIMO Discrete-Time Systems. 1007-1018 - Ling Shao

, Fan Zhu, Xuelong Li
:
Transfer Learning for Visual Categorization: A Survey. 1019-1034 - Toshihiko Shimizu, Ryo Saegusa, Shuhei Ikemoto, Hiroshi Ishiguro, Giorgio Metta:

Robust Sensorimotor Representation to Physical Interaction Changes in Humanoid Motion Learning. 1035-1047 - Leszek Rutkowski

, Maciej Jaworski
, Lena Pietruczuk, Piotr Duda
:
A New Method for Data Stream Mining Based on the Misclassification Error. 1048-1059 - Xiao Liu, Dacheng Tao

, Mingli Song, Luming Zhang, Jiajun Bu, Chun Chen:
Learning to Track Multiple Targets. 1060-1073 - Wenchao Meng, Qinmin Yang, Youxian Sun:

Adaptive Neural Control of Nonlinear MIMO Systems With Time-Varying Output Constraints. 1074-1085 - Raghvendra Mall

, Johan A. K. Suykens
:
Very Sparse LSSVM Reductions for Large-Scale Data. 1086-1097 - Luis Weruaga, Javier Vía

:
Sparse Multivariate Gaussian Mixture Regression. 1098-1108 - Atsushi Miyamoto, Kazuho Watanabe

, Kazushi Ikeda, Masa-aki Sato:
Variational Inference With ARD Prior for NIRS Diffuse Optical Tomography. 1109-1114 - Fabio Aiolli, Giovanni Da San Martino

, Alessandro Sperduti:
An Efficient Topological Distance-Based Tree Kernel. 1115-1120
Volume 26, Number 6, June 2015
- Pierre-Francois Marteau, Sylvie Gibet:

On Recursive Edit Distance Kernels With Application to Time Series Classification. 1121-1133 - Qi Mao, Ivor W. Tsang

, Shenghua Gao, Li Wang:
Generalized Multiple Kernel Learning With Data-Dependent Priors. 1134-1148 - Sitian Qin, Xiaoping Xue:

A Two-Layer Recurrent Neural Network for Nonsmooth Convex Optimization Problems. 1149-1160 - Ning Wang

, Meng Joo Er, Min Han:
Generalized Single-Hidden Layer Feedforward Networks for Regression Problems. 1161-1176 - Chao Chen, Xuefeng Yan:

Optimization of a Multilayer Neural Network by Using Minimal Redundancy Maximal Relevance-Partial Mutual Information Clustering With Least Square Regression. 1177-1187 - Tieshan Li, Zifu Li, Dan Wang

, C. L. Philip Chen
:
Output-Feedback Adaptive Neural Control for Stochastic Nonlinear Time-Varying Delay Systems With Unknown Control Directions. 1188-1201 - Shukai Duan, Xiaofang Hu, Zhekang Dong

, Lidan Wang
, Pinaki Mazumder:
Memristor-Based Cellular Nonlinear/Neural Network: Design, Analysis, and Applications. 1202-1213 - Changchun Hua

, Chao Ge, Xin-Ping Guan:
Synchronization of Chaotic Lur'e Systems With Time Delays Using Sampled-Data Control. 1214-1221 - Yanhui Xiao, Zhenfeng Zhu, Yao Zhao, Yunchao Wei, Shikui Wei:

Kernel Reconstruction ICA for Sparse Representation. 1222-1232 - Jing Liu, Yu Jiang, Zechao Li, Zhi-Hua Zhou, Hanqing Lu:

Partially Shared Latent Factor Learning With Multiview Data. 1233-1246 - Min Wang, Cong Wang:

Learning From Adaptive Neural Dynamic Surface Control of Strict-Feedback Systems. 1247-1259 - Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis, Leoni Evaggelatou-Dalla:

Complex Support Vector Machines for Regression and Quaternary Classification. 1260-1274 - Weilong Hou, Xinbo Gao, Dacheng Tao

, Xuelong Li
:
Blind Image Quality Assessment via Deep Learning. 1275-1286 - Chenping Hou, Feiping Nie, Dongyun Yi, Dacheng Tao

:
Discriminative Embedded Clustering: A Framework for Grouping High-Dimensional Data. 1287-1299 - Zhenyuan Guo, Shaofu Yang

, Jun Wang
:
Global Exponential Synchronization of Multiple Memristive Neural Networks With Time Delay via Nonlinear Coupling. 1300-1311 - Honggui Han, Wendong Zhou, Junfei Qiao, Gang Feng

:
A Direct Self-Constructing Neural Controller Design for a Class of Nonlinear Systems. 1312-1322 - Derong Liu

, Hongliang Li, Ding Wang:
Error Bounds of Adaptive Dynamic Programming Algorithms for Solving Undiscounted Optimal Control Problems. 1323-1334 - He Huang, Tingwen Huang

, Xiaoping Chen:
Further Result on Guaranteed H∞ Performance State Estimation of Delayed Static Neural Networks. 1335-1341 - Deming Yuan, Daniel W. C. Ho

:
Randomized Gradient-Free Method for Multiagent Optimization Over Time-Varying Networks. 1342-1347
Volume 26, Number 7, July 2015
- Lijun Long, Jun Zhao:

Adaptive Output-Feedback Neural Control of Switched Uncertain Nonlinear Systems With Average Dwell Time. 1350-1362 - Chengan Guo, Qingshan Yang:

A Neurodynamic Optimization Method for Recovery of Compressive Sensed Signals With Globally Converged Solution Approximating to l0 Minimization. 1363-1374 - Djamel Bouchaffra:

Nonlinear Topological Component Analysis: Application to Age-Invariant Face Recognition. 1375-1387 - Yun Li, Jennie Si

, Guojing Zhou, Shasha Huang, Songcan Chen:
FREL: A Stable Feature Selection Algorithm. 1388-1402 - Bin Gu, Victor S. Sheng, KengYeow Tay

, Walter Romano, Shuo Li
:
Incremental Support Vector Learning for Ordinal Regression. 1403-1416 - Sheng Yuong Wong

, Keem Siah Yap
, Hwa Jen Yap
, Shing Chiang Tan
, Siow-Wee Chang
:
On Equivalence of FIS and ELM for Interpretable Rule-Based Knowledge Representation. 1417-1430 - Guodong Zhang

, Yi Shen:
Exponential Stabilization of Memristor-based Chaotic Neural Networks with Time-Varying Delays via Intermittent Control. 1431-1441 - Chin-Teng Lin

, Nikhil R. Pal, Shang-Lin Wu, Yu-Ting Liu, Yang-Yin Lin:
An Interval Type-2 Neural Fuzzy System for Online System Identification and Feature Elimination. 1442-1455 - Huai-Ning Wu

, Mao-Mao Li, Lei Guo
:
Finite-Horizon Approximate Optimal Guaranteed Cost Control of Uncertain Nonlinear Systems With Application to Mars Entry Guidance. 1456-1467 - Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos

:
Multitask Classification Hypothesis Space With Improved Generalization Bounds. 1468-1479 - Baoyong Zhang, James Lam

, Shengyuan Xu:
Stability Analysis of Distributed Delay Neural Networks Based on Relaxed Lyapunov-Krasovskii Functionals. 1480-1492 - Shiping Wen, Zhigang Zeng

, Tingwen Huang
, Qinggang Meng, Wei Yao:
Lag Synchronization of Switched Neural Networks via Neural Activation Function and Applications in Image Encryption. 1493-1502 - Qin Zhang

:
Dynamic Uncertain Causality Graph for Knowledge Representation and Probabilistic Reasoning: Directed Cyclic Graph and Joint Probability Distribution. 1503-1517 - Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke, Gianluigi Pillonetto:

The Connection Between Bayesian Estimation of a Gaussian Random Field and RKHS. 1518-1524 - Long Jin, Yunong Zhang

:
Discrete-Time Zhang Neural Network for Online Time-Varying Nonlinear Optimization With Application to Manipulator Motion Generation. 1525-1531 - Jianjun Ma, Shuzhi Sam Ge, Zhiqiang Zheng, Dewen Hu:

Adaptive NN Control of a Class of Nonlinear Systems With Asymmetric Saturation Actuators. 1532-1538 - Rosangela Follmann, Elbert E. N. Macau

, Epaminondas Rosa Jr., José Roberto Castilho Piqueira:
Phase Oscillatory Network and Visual Pattern Recognition. 1539-1544 - Michiel Hermans, Joni Dambre

, Peter Bienstman:
Optoelectronic Systems Trained With Backpropagation Through Time. 1545-1550 - Changsheng Li, Qingshan Liu, Jing Liu, Hanqing Lu:

Ordinal Distance Metric Learning for Image Ranking. 1551-1559 - Wen Yu

:
Neural Feedback Passivity of Unknown Nonlinear Systems via Sliding Mode Technique. 1560-1566 - Huseyin Ozkan

, Mehmet A. Donmez, Sait Tunç
, Suleyman Serdar Kozat:
A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm. 1575-1580
Volume 26, Number 8, August 2015
- Yang Gao, Xuesong Wang

, Yuhu Cheng, Z. Jane Wang:
Dimensionality Reduction for Hyperspectral Data Based on Class-Aware Tensor Neighborhood Graph and Patch Alignment. 1582-1593 - Aluízio F. R. Araújo, Orivaldo V. Santana

:
Self-Organizing Map With Time-Varying Structure to Plan and Control Artificial Locomotion. 1594-1607 - Long Zhang

, Kang Li, Er-Wei Bai, George W. Irwin:
Two-Stage Orthogonal Least Squares Methods for Neural Network Construction. 1608-1621 - Luming Zhang, Rongrong Ji, Yingjie Xia, Ying Zhang, Xuelong Li

:
Learning a Probabilistic Topology Discovering Model for Scene Categorization. 1622-1634 - Zuyuan Yang, Yong Xiang, Yue Rong, Kan Xie:

A Convex Geometry-Based Blind Source Separation Method for Separating Nonnegative Sources. 1635-1644 - Marcus Johnson, Rushikesh Kamalapurkar

, Shubhendu Bhasin
, Warren E. Dixon
:
Approximate N -Player Nonzero-Sum Game Solution for an Uncertain Continuous Nonlinear System. 1645-1658 - Xing Wu, Pawel Rózycki

, Bogdan M. Wilamowski:
A Hybrid Constructive Algorithm for Single-Layer Feedforward Networks Learning. 1659-1668 - Jianhua Zhao

, Lei Shi, Ji Zhu:
Two-Stage Regularized Linear Discriminant Analysis for 2-D Data. 1669-1681 - Yuli Chen

, Yide Ma, Dong Hwan Kim
, Sung-Kee Park:
Region-Based Object Recognition by Color Segmentation Using a Simplified PCNN. 1682-1697 - Chunmei Zhang, Wenxue Li, Ke Wang:

Graph Theory-Based Approach for Stability Analysis of Stochastic Coupled Systems With Lévy Noise on Networks. 1698-1709 - Xavier Lagorce, Cedric Meyer, Sio-Hoi Ieng, David Filliat

, Ryad Benosman:
Asynchronous Event-Based Multikernel Algorithm for High-Speed Visual Features Tracking. 1710-1720 - Dzmitry Maliuk, Yiorgos Makris

:
An Experimentation Platform for On-Chip Integration of Analog Neural Networks: A Pathway to Trusted and Robust Analog/RF ICs. 1721-1734 - James T. Graham, Janusz A. Starzyk, Daniel Jachyra:

Opportunistic Behavior in Motivated Learning Agents. 1735-1746 - Shayok Chakraborty, Vineeth Nallure Balasubramanian

, Sethuraman Panchanathan:
Adaptive Batch Mode Active Learning. 1747-1760 - Katerine Díaz-Chito

, Francesc J. Ferri
, Wladimiro Díaz Villanueva
:
Incremental Generalized Discriminative Common Vectors for Image Classification. 1761-1775 - Hao Xu, Qiming Zhao, Sarangapani Jagannathan:

Finite-Horizon Near-Optimal Output Feedback Neural Network Control of Quantized Nonlinear Discrete-Time Systems With Input Constraint. 1776-1788 - Zhi Liu, Guanyu Lai, Yun Zhang, Chun-Lung Philip Chen

:
Adaptive Neural Output Feedback Control of Output-Constrained Nonlinear Systems With Unknown Output Nonlinearity. 1789-1802 - Zhijun Li, Yuanqing Xia, Chun-Yi Su, Jun Deng, Jun Fu, Wei He

:
Missile Guidance Law Based on Robust Model Predictive Control Using Neural-Network Optimization. 1803-1809 - Abbas Khosravi

, Saeid Nahavandi, Dipti Srinivasan
, Rihanna Khosravi:
Constructing Optimal Prediction Intervals by Using Neural Networks and Bootstrap Method. 1810-1815 - Huaping Liu, Yunhui Liu, Fuchun Sun:

Robust Exemplar Extraction Using Structured Sparse Coding. 1816-1821 - Zaiyue Yang, Qinmin Yang, Youxian Sun:

Adaptive Neural Control of Nonaffine Systems With Unknown Control Coefficient and Nonsmooth Actuator Nonlinearities. 1822-1827 - Qingtian Zhang, Xiaolin Hu, Bo Zhang:

Comparison of ℓ1-Norm SVR and Sparse Coding Algorithms for Linear Regression. 1828-1833 - Zhen Ni, Haibo He, Xiangnan Zhong, Danil V. Prokhorov

:
Model-Free Dual Heuristic Dynamic Programming. 1834-1839
Volume 26, Number 9, September 2015
- Weisheng Chen, Shuzhi Sam Ge, Jian Wu, Maoguo Gong:

Globally Stable Adaptive Backstepping Neural Network Control for Uncertain Strict-Feedback Systems With Tracking Accuracy Known a Priori. 1842-1854 - Yimin Yang

, Yaonan Wang, Q. M. Jonathan Wu
, Xiaofeng Lin, Min Liu:
Progressive Learning Machine: A New Approach for General Hybrid System Approximation. 1855-1874 - Rachid Behdad, Stéphane Binczak, Alexey S. Dmitrichev

, Vladimir I. Nekorkin
, Jean-Marie Bilbault:
Artificial Electrical Morris-Lecar Neuron. 1875-1884 - Jie Mei, Wei Ren, Bing Li

, Guangfu Ma:
Distributed Containment Control for Multiple Unknown Second-Order Nonlinear Systems With Application to Networked Lagrangian Systems. 1885-1899 - Xingang Fu, Shuhui Li

, Michael Fairbank, Donald C. Wunsch
, Eduardo Alonso
:
Training Recurrent Neural Networks With the Levenberg-Marquardt Algorithm for Optimal Control of a Grid-Connected Converter. 1900-1912 - Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Andreas Spanias:

Learning Stable Multilevel Dictionaries for Sparse Representations. 1913-1926 - En-Liang Hu, James T. Kwok:

Scalable Nonparametric Low-Rank Kernel Learning Using Block Coordinate Descent. 1927-1938 - Stavros Ntalampiras

:
Fault Identification in Distributed Sensor Networks Based on Universal Probabilistic Modeling. 1939-1949 - Faqiang Wang, Wangmeng Zuo, Lei Zhang

, Deyu Meng, David Zhang
:
A Kernel Classification Framework for Metric Learning. 1950-1962 - Bo Zhao, Ruoxi Ding, Shoushun Chen, Bernabé Linares-Barranco

, Huajin Tang:
Feedforward Categorization on AER Motion Events Using Cortex-Like Features in a Spiking Neural Network. 1963-1978 - Yan-Ming Zhang, Kaizhu Huang

, Guang-Gang Geng
, Cheng-Lin Liu:
MTC: A Fast and Robust Graph-Based Transductive Learning Method. 1979-1991 - Rakesh Chalasani, José C. Príncipe:

Context Dependent Encoding Using Convolutional Dynamic Networks. 1992-2004 - Yingzhong Shi, Fu-Lai Chung

, Shitong Wang:
An Improved TA-SVM Method Without Matrix Inversion and Its Fast Implementation for Nonstationary Datasets. 2005-2018 - Giorgio Gnecco

, Marco Gori, Stefano Melacci
, Marcello Sanguineti
:
Learning With Mixed Hard/Soft Pointwise Constraints. 2019-2032 - Leimin Wang, Yi Shen, Quan Yin, Guodong Zhang

:
Adaptive Synchronization of Memristor-Based Neural Networks with Time-Varying Delays. 2033-2042 - Rajan Rakkiyappan, A. Chandrasekar, Jinde Cao:

Passivity and Passification of Memristor-Based Recurrent Neural Networks With Additive Time-Varying Delays. 2043-2057 - Kefeng Ning, Min Liu, Mingyu Dong, Cheng Wu, Zhansong Wu:

Two Efficient Twin ELM Methods With Prediction Interval. 2058-2071 - Xuhui Fan

, Longbing Cao
, Richard Yi Da Xu
:
Dynamic Infinite Mixed-Membership Stochastic Blockmodel. 2072-2085 - Mou Chen, Gang Tao, Bin Jiang:

Dynamic Surface Control Using Neural Networks for a Class of Uncertain Nonlinear Systems With Input Saturation. 2086-2097 - Yongqiao Wang, Chuangyin Dang

, Shouyang Wang
:
Robust Novelty Detection via Worst Case CVaR Minimization. 2098-2110 - Jun Li

, Xun Lin, Xiaoguang Rui, Yong Rui, Dacheng Tao
:
A Distributed Approach Toward Discriminative Distance Metric Learning. 2111-2122 - Hao Quan

, Dipti Srinivasan
, Abbas Khosravi:
Incorporating Wind Power Forecast Uncertainties Into Stochastic Unit Commitment Using Neural Network-Based Prediction Intervals. 2123-2135 - Arto Klami

, Seppo Virtanen, Eemeli Leppäaho
, Samuel Kaski:
Group Factor Analysis. 2136-2147 - Chen Gong, Dacheng Tao

, Keren Fu, Jie Yang:
Fick's Law Assisted Propagation for Semisupervised Learning. 2148-2162 - Maciej Kusy

, Roman Zajdel
:
Application of Reinforcement Learning Algorithms for the Adaptive Computation of the Smoothing Parameter for Probabilistic Neural Network. 2163-2175 - Takuya Konishi, Takatomi Kubo, Kazuho Watanabe

, Kazushi Ikeda:
Variational Bayesian Inference Algorithms for Infinite Relational Model of Network Data. 2176-2181 - Yingchao Xiao, Huangang Wang, Wenli Xu:

Hyperparameter Selection for Gaussian Process One-Class Classification. 2182-2187 - Ruibin Feng, Chi-Sing Leung

, John Sum, Yi Xiao:
Properties and Performance of Imperfect Dual Neural Network-Based k WTA Networks. 2188-2193 - Lazhar Labiod

, Mohamed Nadif:
A Unified Framework for Data Visualization and Coclustering. 2194-2199 - Shizhi Chen, Xiaodong Yang, Yingli Tian

:
Discriminative Hierarchical K-Means Tree for Large-Scale Image Classification. 2200-2205 - Xu-Yao Zhang, LingFeng Wang, Shiming Xiang, Cheng-Lin Liu:

Retargeted Least Squares Regression Algorithm. 2206-2213 - Simone Scardapane

, Danilo Comminiello
, Michele Scarpiniti
, Aurelio Uncini
:
Online Sequential Extreme Learning Machine With Kernels. 2214-2220
Volume 26, Number 10, October 2015
- Yuan Yuan, Lichao Mou, Xiaoqiang Lu:

Scene Recognition by Manifold Regularized Deep Learning Architecture. 2222-2233 - Amir Adler

, Michael Elad, Yacov Hel-Or:
Linear-Time Subspace Clustering via Bipartite Graph Modeling. 2234-2246 - Fanlong Zhang, Jian Yang, Jianjun Qian, Yong Xu:

Nuclear Norm-Based 2-DPCA for Extracting Features From Images. 2247-2260 - Chen Gong, Tongliang Liu

, Dacheng Tao
, Keren Fu, Enmei Tu, Jie Yang:
Deformed Graph Laplacian for Semisupervised Learning. 2261-2274 - Fei Gao, Dacheng Tao

, Xinbo Gao, Xuelong Li
:
Learning to Rank for Blind Image Quality Assessment. 2275-2290 - Jinhui Chen, Jian Yang, Lei Luo, Jianjun Qian, Wei Xu:

Matrix Variate Distribution-Induced Sparse Representation for Robust Image Classification. 2291-2300 - Chen Wang, Yanan Li, Shuzhi Sam Ge, Tong Heng Lee:

Optimal Critic Learning for Robot Control in Time-Varying Environments. 2301-2310 - Kasra Esfandiari, Farzaneh Abdollahi

, Heidar Ali Talebi
:
Adaptive Control of Uncertain Nonaffine Nonlinear Systems With Input Saturation Using Neural Networks. 2311-2322 - Pitoyo Hartono

, Paul Hollensen, Thomas Trappenberg
:
Learning-Regulated Context Relevant Topographical Map. 2323-2335 - Wenbing Zhang, Yang Tang, Wai Keung Wong

, Qingying Miao:
Stochastic Stability of Delayed Neural Networks With Local Impulsive Effects. 2336-2345 - Lixian Zhang, Yanzheng Zhu, Wei Xing Zheng:

Energy-to-Peak State Estimation for Markov Jump RNNs With Time-Varying Delays via Nonsynchronous Filter With Nonstationary Mode Transitions. 2346-2356 - Jianxin Wu, Hao Yang:

Linear Regression-Based Efficient SVM Learning for Large-Scale Classification. 2357-2369 - Muhammad Naeem, Liam McDaid, Jim Harkin

, John J. Wade
, John Marsland:
On the Role of Astroglial Syncytia in Self-Repairing Spiking Neural Networks. 2370-2380 - Huseyin Ozkan

, Ozgun Soner Pelvan, Suleyman Serdar Kozat:
Data Imputation Through the Identification of Local Anomalies. 2381-2395 - Xiwei Liu

, Tianping Chen:
Synchronization of Linearly Coupled Networks With Delays via Aperiodically Intermittent Pinning Control. 2396-2407 - Daniel Soudry, Dotan Di Castro, Asaf Gal

, Avinoam Kolodny, Shahar Kvatinsky:
Memristor-Based Multilayer Neural Networks With Online Gradient Descent Training. 2408-2421 - Thomas K. Paul, Tokunbo Ogunfunmi

:
A Kernel Adaptive Algorithm for Quaternion-Valued Inputs. 2422-2439 - Shijie Xiao, Dong Xu, Jianxin Wu:

Automatic Face Naming by Learning Discriminative Affinity Matrices From Weakly Labeled Images. 2440-2452 - Jianqiang Hu

, Jinde Cao:
Hierarchical Cooperative Control for Multiagent Systems With Switching Directed Topologies. 2453-2463 - Zhen Hu, Ming Lin, Changshui Zhang:

Dependent Online Kernel Learning With Constant Number of Random Fourier Features. 2464-2476 - Chih-Hung Chang:

Deep and Shallow Architecture of Multilayer Neural Networks. 2477-2486 - Yan-Wu Wang, Tao Bian, Jiang-Wen Xiao, Changyun Wen

:
Global Synchronization of Complex Dynamical Networks Through Digital Communication With Limited Data Rate. 2487-2499 - Mohammed Mestari, Mohammed Benzirar, Nadia Saber, Meryem Khouil:

Solving Nonlinear Equality Constrained Multiobjective Optimization Problems Using Neural Networks. 2500-2520 - Yongsheng Ding, Lijun Cheng, Witold Pedrycz, Kuangrong Hao

:
Global Nonlinear Kernel Prediction for Large Data Set With a Particle Swarm-Optimized Interval Support Vector Regression. 2521-2534 - Hassan Zargarzadeh

, Travis Dierks, Sarangapani Jagannathan:
Optimal Control of Nonlinear Continuous-Time Systems in Strict-Feedback Form. 2535-2549 - Hamidreza Modares, Frank L. Lewis, Zhong-Ping Jiang:

H∞ Tracking Control of Completely Unknown Continuous-Time Systems via Off-Policy Reinforcement Learning. 2550-2562 - Bin Xu, Chenguang Yang

, Yongping Pan
:
Global Neural Dynamic Surface Tracking Control of Strict-Feedback Systems With Application to Hypersonic Flight Vehicle. 2563-2575 - Hongwei Sun, Qiang Wu:

Sparse Representation in Kernel Machines. 2576-2582 - Zhen Wang

, Yuan-Hai Shao, Lan Bai, Nai-Yang Deng:
Twin Support Vector Machine for Clustering. 2583-2588 - Zhanshan Wang, Lei Liu, Qi-He Shan, Huaguang Zhang:

Stability Criteria for Recurrent Neural Networks With Time-Varying Delay Based on Secondary Delay Partitioning Method. 2589-2595 - Roshan Gopalakrishnan, Arindam Basu

:
On the Non-STDP Behavior and Its Remedy in a Floating-Gate Synapse. 2596-2601
Volume 26, Number 11, November 2015
- Feihu Huang, Songcan Chen:

Joint Learning of Multiple Sparse Matrix Gaussian Graphical Models. 2606-2620 - Huaguang Zhang, Junyi Wang, Zhanshan Wang, Hongjing Liang:

Mode-Dependent Stochastic Synchronization for Markovian Coupled Neural Networks With Time-Varying Mode-Delays. 2621-2634 - Yong Zhang, Peng Li, Yingyezhe Jin, Yoonsuck Choe:

A Digital Liquid State Machine With Biologically Inspired Learning and Its Application to Speech Recognition. 2635-2649 - Carolina Varon

, Carlos Alzate, Johan A. K. Suykens
:
Noise Level Estimation for Model Selection in Kernel PCA Denoising. 2650-2663 - Enric Junqué de Fortuny

, David Martens:
Active Learning-Based Pedagogical Rule Extraction. 2664-2677 - Zhi-Hong Guan, Guang-Song Han, Juan Li, Ding-Xin He, Gang Feng

:
Impulsive Multiconsensus of Second-Order Multiagent Networks Using Sampled Position Data. 2678-2688 - Sotirios P. Chatzis

, Andreas S. Andreou
:
Maximum Entropy Discrimination Poisson Regression for Software Reliability Modeling. 2689-2701 - Fabio Lorenzo Traversa, Massimiliano Di Ventra:

Universal Memcomputing Machines. 2702-2715 - Delin Chu, Li-Zhi Liao, Michael Kwok-Po Ng, Xiaoyan Wang:

Incremental Linear Discriminant Analysis: A Fast Algorithm and Comparisons. 2716-2735 - Tansu Alpcan

, Iman Shames
:
An Information-Based Learning Approach to Dual Control. 2736-2748 - Changchun Hua

, Liuliu Zhang, Xinping Guan:
Decentralized Output Feedback Adaptive NN Tracking Control for Time-Delay Stochastic Nonlinear Systems With Prescribed Performance. 2749-2759 - Xinge You, Weihua Ou

, Chun-Lung Philip Chen
, Qiang Li, Ziqi Zhu, Yuanyan Tang:
Robust Nonnegative Patch Alignment for Dimensionality Reduction. 2760-2774 - Jialu Du, Xin Hu, Hongbo Liu

, C. L. Philip Chen
:
Adaptive Robust Output Feedback Control for a Marine Dynamic Positioning System Based on a High-Gain Observer. 2775-2786 - Ronay Ak, Valeria Vitelli

, Enrico Zio
:
An Interval-Valued Neural Network Approach for Uncertainty Quantification in Short-Term Wind Speed Prediction. 2787-2800 - Wanqi Yang, Yang Gao, Yinghuan Shi, Longbing Cao

:
MRM-Lasso: A Sparse Multiview Feature Selection Method via Low-Rank Analysis. 2801-2815 - Xingyi Zhang, Linqiang Pan

, Andrei Paun
:
On the Universality of Axon P Systems. 2816-2829 - Predrag S. Stanimirovic

, Ivan S. Zivkovic, Yimin Wei
:
Recurrent Neural Network for Computing the Drazin Inverse. 2830-2843 - Xiuyu Zhang, Chun-Yi Su, Yan Lin, Lianwei Ma, Jianguo Wang:

Adaptive Neural Network Dynamic Surface Control for a Class of Time-Delay Nonlinear Systems With Hysteresis Inputs and Dynamic Uncertainties. 2844-2860 - Hiroomi Hikawa, Yutaka Maeda:

Improved Learning Performance of Hardware Self-Organizing Map Using a Novel Neighborhood Function. 2861-2873 - Xue Mei, Zhibin Hong, Danil V. Prokhorov

, Dacheng Tao
:
Robust Multitask Multiview Tracking in Videos. 2874-2890 - Qingshan Liu, Jun Wang

:
A Projection Neural Network for Constrained Quadratic Minimax Optimization. 2891-2900 - Xiaobing Nie, Wei Xing Zheng:

Multistability and Instability of Neural Networks With Discontinuous Nonmonotonic Piecewise Linear Activation Functions. 2901-2913 - Leimin Wang

, Yi Shen:
Finite-Time Stabilizability and Instabilizability of Delayed Memristive Neural Networks With Nonlinear Discontinuous Controller. 2914-2924 - Mircea-Bogdan Radac

, Radu-Emil Precup
, Emil M. Petriu:
Model-Free Primitive-Based Iterative Learning Control Approach to Trajectory Tracking of MIMO Systems With Experimental Validation. 2925-2938 - Ronghu Chi

, Zhongsheng Hou, Shangtai Jin
, Danwei Wang, Chiang-Ju Chien:
Enhanced Data-Driven Optimal Terminal ILC Using Current Iteration Control Knowledge. 2939-2948 - Biao Luo, Tingwen Huang

, Huai-Ning Wu
, Xiong Yang
:
Data-Driven H∞ Control for Nonlinear Distributed Parameter Systems. 2949-2961 - Xinyi Le

, Jun Wang
:
Neurodynamics-Based Robust Pole Assignment for High-Order Descriptor Systems. 2962-2971 - Xia Hong, Junbin Gao

, Sheng Chen
, Tanveer A. Zia
:
Sparse Density Estimation on the Multinomial Manifold. 2972-2977 - Parham Aram, Visakan Kadirkamanathan

, Sean R. Anderson
:
Spatiotemporal System Identification With Continuous Spatial Maps and Sparse Estimation. 2978-2983
Volume 26, Number 12, December 2015
- Derong Liu

:
Farewell Editorial: Smooth Transition of IEEE TNNLS. 2986 - Meiqin Liu, Haiyang Chen

:
H∞ State Estimation for Discrete-Time Delayed Systems of the Neural Network Type With Multiple Missing Measurements. 2987-2998 - Yu Nishitani, Yukihiro Kaneko, Michihito Ueda:

Supervised Learning Using Spike-Timing-Dependent Plasticity of Memristive Synapses. 2999-3008 - Lu Xu, Defeng David Huang

, Yingjie Jay Guo:
Robust Blind Learning Algorithm for Nonlinear Equalization Using Input Decision Information. 3009-3020 - Hideaki Hayashi

, Taro Shibanoki, Keisuke Shima
, Yuichi Kurita, Toshio Tsuji
:
A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-series Discriminant Component Analysis. 3021-3033 - Xiaoyu Zhang, Shupeng Wang, Xiao-chun Yun:

Bidirectional Active Learning: A Two-Way Exploration Into Unlabeled and Labeled Data Set. 3034-3044 - David Reverter Valeiras

, Xavier Lagorce, Xavier Clady, Chiara Bartolozzi, Sio-Hoi Ieng, Ryad Benosman:
An Asynchronous Neuromorphic Event-Driven Visual Part-Based Shape Tracking. 3045-3059 - Wenlian Lu, Yujuan Han, Tianping Chen:

Synchronization in Networks of Linearly Coupled Dynamical Systems via Event-Triggered Diffusions. 3060-3069 - Feifei Qi, Yuanqing Li, Wei Wu:

RSTFC: A Novel Algorithm for Spatio-Temporal Filtering and Classification of Single-Trial EEG. 3070-3082 - Chao Yu, Minjie Zhang

, Fenghui Ren
, Guozhen Tan:
Emotional Multiagent Reinforcement Learning in Spatial Social Dilemmas. 3083-3096 - Yongping Pan

, Tairen Sun
, Haoyong Yu
:
Peaking-Free Output-Feedback Adaptive Neural Control Under a Nonseparation Principle. 3097-3108 - Chang-Yuan Cheng, Kuang-Hui Lin, Chih-Wen Shih, Jui-Pin Tseng

:
Multistability for Delayed Neural Networks via Sequential Contracting. 3109-3122 - Rohitash Chandra

:
Competition and Collaboration in Cooperative Coevolution of Elman Recurrent Neural Networks for Time-Series Prediction. 3123-3136 - Aboozar Taherkhani

, Ammar Belatreche, Yuhua Li
, Liam P. Maguire
:
DL-ReSuMe: A Delay Learning-Based Remote Supervised Method for Spiking Neurons. 3137-3149 - Xinxing Xu, Wen Li, Dong Xu:

Distance Metric Learning Using Privileged Information for Face Verification and Person Re-Identification. 3150-3162 - Yan Pan, Rongkai Xia, Jian Yin, Ning Liu:

A Divide-and-Conquer Method for Scalable Robust Multitask Learning. 3163-3175 - Lin Zhao, Xinbo Gao, Dacheng Tao

, Xuelong Li
:
Learning a Tracking and Estimation Integrated Graphical Model for Human Pose Tracking. 3176-3186 - Lorenzo Livi

, Alireza Sadeghian, Witold Pedrycz:
Entropic One-Class Classifiers. 3187-3200 - Min Xiao, Wei Xing Zheng, Guoping Jiang, Jinde Cao:

Undamped Oscillations Generated by Hopf Bifurcations in Fractional-Order Recurrent Neural Networks With Caputo Derivative. 3201-3214 - Rajan Rakkiyappan, Shanmugavel Dharani, Jinde Cao

:
Synchronization of Neural Networks With Control Packet Loss and Time-Varying Delay via Stochastic Sampled-Data Controller. 3215-3226 - Songchuan Zhang, Youshen Xia, Jun Wang

:
A Complex-Valued Projection Neural Network for Constrained Optimization of Real Functions in Complex Variables. 3227-3238 - Guanghui Wen, Wenwu Yu, Guoqiang Hu

, Jinde Cao, Xinghuo Yu
:
Pinning Synchronization of Directed Networks With Switching Topologies: A Multiple Lyapunov Functions Approach. 3239-3250 - Zhijun Zhang, Zhijun Li, Yunong Zhang

, Yamei Luo, Yuanqing Li:
Neural-Dynamic-Method-Based Dual-Arm CMG Scheme With Time-Varying Constraints Applied to Humanoid Robots. 3251-3262 - Maoguo Gong, Jia Liu, Hao Li

, Qing Cai, Linzhi Su:
A Multiobjective Sparse Feature Learning Model for Deep Neural Networks. 3263-3277 - Qinmin Yang, Sarangapani Jagannathan, Youxian Sun:

Robust Integral of Neural Network and Error Sign Control of MIMO Nonlinear Systems. 3278-3286 - Yili Xia, Cyrus Jahanchahi, Tohru Nitta, Danilo P. Mandic:

Performance Bounds of Quaternion Estimators. 3287-3292 - Zhiguang Feng, Wei Xing Zheng:

On Extended Dissipativity of Discrete-Time Neural Networks With Time Delay. 3293-3300 - Romain Modeste Nguimdo, Guy Verschaffelt

, Jan Danckaert
, Guy van der Sande
:
Simultaneous Computation of Two Independent Tasks Using Reservoir Computing Based on a Single Photonic Nonlinear Node With Optical Feedback. 3301-3307 - Wei Zhang, Chuandong Li

, Tingwen Huang
, Xing He:
Synchronization of Memristor-Based Coupling Recurrent Neural Networks With Time-Varying Delays and Impulses. 3308-3313 - Yue Fu, Jun Fu, Tianyou Chai:

Robust Adaptive Dynamic Programming of Two-Player Zero-Sum Games for Continuous-Time Linear Systems. 3314-3319 - Xiaofeng Liao, Tingwen Huang

:
Asymptotic Stability of a Class of Neutral Delay Neuron System in a Critical Case. 3320-3325

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