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ORCIDIEEE Transactions on Neural Networks and Learning Systems, Volume 28
Volume 28, Number 1, January 2017
- Haibo He, Robert Haas, Jun Fu, Barbara Hammer, Daniel W. C. Ho, Fakhri Karray, Dhireesha Kudithipudi, José Antonio Lozano, Teresa Bernarda Ludermir, Jacek Mandziuk, Stefano Melacci, Antonio Paiva, Hong Qiao, Alain Rakotomamonjy, Shiliang Sun, Johan A. K. Suykens, Meng Wang:
Editorial: A Successful Year and Looking Forward to 2017 and Beyond. 2-7
- Yoshihiro Nakamura, Osamu Hasegawa:
Nonparametric Density Estimation Based on Self-Organizing Incremental Neural Network for Large Noisy Data. 8-17 - Huaguang Zhang, Hongjing Liang, Zhanshan Wang, Tao Feng:
Optimal Output Regulation for Heterogeneous Multiagent Systems via Adaptive Dynamic Programming. 18-29 - Jinling Wang, Ammar Belatreche
, Liam P. Maguire, Thomas Martin McGinnity:
SpikeTemp: An Enhanced Rank-Order-Based Learning Approach for Spiking Neural Networks With Adaptive Structure. 30-43 - Alexander Bauer, Mikio L. Braun, Klaus-Robert Müller:
Accurate Maximum-Margin Training for Parsing With Context-Free Grammars. 44-56 - Yang Wang, Wenjie Zhang, Lin Wu, Xuemin Lin, Xiang Zhao:
Unsupervised Metric Fusion Over Multiview Data by Graph Random Walk-Based Cross-View Diffusion. 57-70 - Xinlei Yi, Wenlian Lu, Tianping Chen:
Pull-Based Distributed Event-Triggered Consensus for Multiagent Systems With Directed Topologies. 71-79 - Yiu-ming Cheung, Meng Li, Qinmu Peng, C. L. Philip Chen:
A Cooperative Learning-Based Clustering Approach to Lip Segmentation Without Knowing Segment Number. 80-93 - Shengyu Nan, Lei Sun, Badong Chen, Zhiping Lin, Kar-Ann Toh:
Density-Dependent Quantized Least Squares Support Vector Machine for Large Data Sets. 94-106 - Tsung-Jung Liu, Kuan-Hsien Liu, Joe Yuchieh Lin, Weisi Lin, C.-C. Jay Kuo:
A ParaBoost Method to Image Quality Assessment. 107-121 - Lianfang Cai, Xuemin Tian, Sheng Chen:
Monitoring Nonlinear and Non-Gaussian Processes Using Gaussian Mixture Model-Based Weighted Kernel Independent Component Analysis. 122-135 - Pin Lim, Chi Keong Goh, Kay Chen Tan, Partha Sarathi Dutta:
Multimodal Degradation Prognostics Based on Switching Kalman Filter Ensemble. 136-148 - Huilin Xiong, Wenxian Yu, Xin Yang, M. N. S. Swamy, Qiuze Yu:
Learning the Conformal Transformation Kernel for Image Recognition. 149-163 - Cemal Okan Sakar, Olcay Kursun:
Discriminative Feature Extraction by a Neural Implementation of Canonical Correlation Analysis. 164-176 - Xuesong Zhang, Yan Zhuang, Huosheng Hu, Wei Wang:
3-D Laser-Based Multiclass and Multiview Object Detection in Cluttered Indoor Scenes. 177-190 - Ruixue Han, Jiang Wang, Rui Miao, Bin Deng, Ying-Mei Qin, Haitao Yu, Xile Wei:
Propagation of Collective Temporal Regularity in Noisy Hierarchical Networks. 191-205 - Ailong Wu, Zhigang Zeng:
Global Mittag-Leffler Stabilization of Fractional-Order Memristive Neural Networks. 206-217 - Alexander P. Turner, Leo S. D. Caves, Susan Stepney, Andy M. Tyrrell, Michael A. Lones:
Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification. 218-230 - Zhao Lu, Jing Sun, Kenneth R. Butts:
Multiscale Support Vector Learning With Projection Operator Wavelet Kernel for Nonlinear Dynamical System Identification. 231-243
Volume 28, Number 2, February 2017
- Cesare Alippi, Giacomo Boracchi, Manuel Roveri:
Hierarchical Change-Detection Tests. 246-258 - Huaguang Zhang, Qi-He Shan, Zhanshan Wang:
Stability Analysis of Neural Networks With Two Delay Components Based on Dynamic Delay Interval Method. 259-267 - Yong Xu, Renquan Lu, Hui Peng, Kan Xie, Anke Xue:
Asynchronous Dissipative State Estimation for Stochastic Complex Networks With Quantized Jumping Coupling and Uncertain Measurements. 268-277 - Zhengming Li, Zhihui Lai, Yong Xu, Jian Yang, David Zhang:
A Locality-Constrained and Label Embedding Dictionary Learning Algorithm for Image Classification. 278-293 - Guanyu Lai, Zhi Liu, Yun Zhang, Chun Lung Philip Chen, Shengli Xie:
Asymmetric Actuator Backlash Compensation in Quantized Adaptive Control of Uncertain Networked Nonlinear Systems. 294-307 - Lei Wang, Lingqiao Liu, Luping Zhou:
A Graph-Embedding Approach to Hierarchical Visual Word Mergence. 308-320 - Dongdong Zheng, Wen-Fang Xie, Xuemei Ren, Jing Na:
Identification and Control for Singularly Perturbed Systems Using Multitime-Scale Neural Networks. 321-333 - Binbin Pan, Wen-Sheng Chen, Bo Chen, Chen Xu, Jianhuang Lai:
Out-of-Sample Extensions for Non-Parametric Kernel Methods. 334-345 - Hao Shen, Yanzheng Zhu, Lixian Zhang, Ju H. Park:
Extended Dissipative State Estimation for Markov Jump Neural Networks With Unreliable Links. 346-358 - Yitian Xu, Zhiji Yang, Xianli Pan:
A Novel Twin Support-Vector Machine With Pinball Loss. 359-370 - Chen Liu, Jiang Wang, Huiyan Li, Meili Lu, Bin Deng, Haitao Yu, Xile Wei, Chris Fietkiewicz, Kenneth A. Loparo:
Closed-Loop Modulation of the Pathological Disorders of the Basal Ganglia Network. 371-382 - Dusan Stosic, Darko Stosic, Cleber Zanchettin, Teresa Bernarda Ludermir, Borko D. Stosic:
QRNN: q -Generalized Random Neural Network. 383-390 - Junfei Qiao, Fanjun Li, Honggui Han, Wenjing Li:
Growing Echo-State Network With Multiple Subreservoirs. 391-404 - Debarka Sengupta, Sanghamitra Bandyopadhyay, Debajyoti Sinha:
A Scoring Scheme for Online Feature Selection: Simulating Model Performance Without Retraining. 405-414 - Shuai Li, Jinbo He, Yangming Li, Muhammad Usman Rafique:
Distributed Recurrent Neural Networks for Cooperative Control of Manipulators: A Game-Theoretic Perspective. 415-426 - Xiao-Jian Li, Guang-Hong Yang:
Graph Theory-Based Pinning Synchronization of Stochastic Complex Dynamical Networks. 427-437 - Wei Xue, Wensheng Zhang:
Learning a Coupled Linearized Method in Online Setting. 438-450 - Ming Shao, Yun Fu:
Cross-Modality Feature Learning Through Generic Hierarchical Hyperlingual-Words. 451-463 - Xiaohua Zhang, Huaxiang Han, Weidong Zhang:
Identification of Boolean Networks Using Premined Network Topology Information. 464-469 - Nicolás García-Pedrajas, Juan Antonio Romero del Castillo, Gonzalo Cerruela García:
A Proposal for Local k Values for k-Nearest Neighbor Rule. 470-475 - Shukai Duan, Huamin Wang, Lidan Wang, Tingwen Huang, Chuandong Li:
Impulsive Effects and Stability Analysis on Memristive Neural Networks With Variable Delays. 476-481 - Haibin Sun, Lei Guo:
Neural Network-Based DOBC for a Class of Nonlinear Systems With Unmatched Disturbances. 482-489
Volume 28, Number 3, March 2017
- Yong-Duan Song, Frank L. Lewis, Marios M. Polycarpou, Danil V. Prokhorov, Dongbin Zhao:
Guest Editorial Special Issue on New Developments in Neural Network Structures for Signal Processing, Autonomous Decision, and Adaptive Control. 494-499 - Dimitri P. Bertsekas:
Value and Policy Iterations in Optimal Control and Adaptive Dynamic Programming. 500-509 - Matthew J. Hausknecht, Wen-Ke Li, Michael D. Mauk, Peter Stone:
Machine Learning Capabilities of a Simulated Cerebellum. 510-522 - Tim de Bruin, Kim Verbert, Robert Babuska:
Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks. 523-533 - Karthikeyan Rajagopal, Sivasubramanya Nadar Balakrishnan, Jerome R. Busemeyer:
Neural Network-Based Solutions for Stochastic Optimal Control Using Path Integrals. 534-545 - Nuri Denizcan Vanli, Muhammed O. Sayin, Ibrahim Delibalta, Suleyman Serdar Kozat:
Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines. 546-558 - Xiao-Jian Li, Guang-Hong Yang:
Adaptive Fault-Tolerant Synchronization Control of a Class of Complex Dynamical Networks With General Input Distribution Matrices and Actuator Faults. 559-569 - Lili Zhou, Chunhua Wang, Sichun Du, Ling Zhou:
Cluster Synchronization on Multiple Nonlinearly Coupled Dynamical Subnetworks of Complex Networks With Nonidentical Nodes. 570-583 - Chaoxu Mu, Zhen Ni, Changyin Sun, Haibo He:
Air-Breathing Hypersonic Vehicle Tracking Control Based on Adaptive Dynamic Programming. 584-598 - Huaguang Zhang, Tao Feng, Hongjing Liang, Yanhong Luo:
LQR-Based Optimal Distributed Cooperative Design for Linear Discrete-Time Multiagent Systems. 599-611 - Hongwei Chen, Jinling Liang, Tingwen Huang, Jinde Cao:
Synchronization of Arbitrarily Switched Boolean Networks. 612-619 - Xinyi Le, Jun Wang:
A Two-Time-Scale Neurodynamic Approach to Constrained Minimax Optimization. 620-629 - Zhuo Wang, Yong Xu, Renquan Lu, Hui Peng:
Finite-Time State Estimation for Coupled Markovian Neural Networks With Sensor Nonlinearities. 630-638 - Avimanyu Sahoo, Hao Xu, Sarangapani Jagannathan:
Approximate Optimal Control of Affine Nonlinear Continuous-Time Systems Using Event-Sampled Neurodynamic Programming. 639-652 - Yue Deng, Feng Bao, Youyong Kong, Zhiquan Ren, Qionghai Dai:
Deep Direct Reinforcement Learning for Financial Signal Representation and Trading. 653-664 - Mauro Brunato, Roberto Battiti:
A Telescopic Binary Learning Machine for Training Neural Networks. 665-677 - Yujuan Wang, Yongduan Song:
Fraction Dynamic-Surface-Based Neuroadaptive Finite-Time Containment Control of Multiagent Systems in Nonaffine Pure-Feedback Form. 678-689 - Jun Li, Xue Mei, Danil V. Prokhorov, Dacheng Tao:
Deep Neural Network for Structural Prediction and Lane Detection in Traffic Scene. 690-703 - Ruizhuo Song, Frank L. Lewis, Qinglai Wei:
Off-Policy Integral Reinforcement Learning Method to Solve Nonlinear Continuous-Time Multiplayer Nonzero-Sum Games. 704-713 - Yuanheng Zhu, Dongbin Zhao, Xiangjun Li:
Iterative Adaptive Dynamic Programming for Solving Unknown Nonlinear Zero-Sum Game Based on Online Data. 714-725 - Li-Bing Wu, Guang-Hong Yang:
Adaptive Output Neural Network Control for a Class of Stochastic Nonlinear Systems With Dead-Zone Nonlinearities. 726-739 - Huaguang Zhang, Junyi Wang, Zhanshan Wang, Hongjing Liang:
Sampled-Data Synchronization Analysis of Markovian Neural Networks With Generally Incomplete Transition Rates. 740-752 - Rushikesh Kamalapurkar, Lindsey Andrews, Patrick Walters, Warren E. Dixon:
Model-Based Reinforcement Learning for Infinite-Horizon Approximate Optimal Tracking. 753-758 - Yuanming Zhu, Zhongsheng Hou, Feng Qian, Wenli Du:
Dual RBFNNs-Based Model-Free Adaptive Control With Aspen HYSYS Simulation. 759-765 - Huamin Wang, Shukai Duan, Tingwen Huang, Lidan Wang, Chuandong Li:
Exponential Stability of Complex-Valued Memristive Recurrent Neural Networks. 766-771
Volume 28, Number 4, April 2017
- Zhaohui Wu, Ryad Benosman, Huajin Tang, Shih-Chii Liu:
Guest Editorial Learning in Neuromorphic Systems and Cyborg Intelligence. 774-777 - Roshan Gopalakrishnan, Arindam Basu:
Triplet Spike Time-Dependent Plasticity in a Floating-Gate Synapse. 778-790 - Xi Peng, Bo Zhao, Rui Yan, Huajin Tang, Zhang Yi:
Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors. 791-803 - Angel Jiménez-Fernandez, Elena Cerezuela-Escudero, Lourdes Miro-Amarante, Manuel Jesus Domínguez-Morales, Francisco Gomez-Rodriguez, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno:
A Binaural Neuromorphic Auditory Sensor for FPGA: A Spike Signal Processing Approach. 804-818 - Udaya Bhaskar Rongala, Alberto Mazzoni, Calogero Maria Oddo:
Neuromorphic Artificial Touch for Categorization of Naturalistic Textures. 819-829 - Shingo Murata, Yuichi Yamashita, Hiroaki Arie, Tetsuya Ogata, Shigeki Sugano, Jun Tani:
Learning to Perceive the World as Probabilistic or Deterministic via Interaction With Others: A Neuro-Robotics Experiment. 830-848 - Wang Wei Lee, Sunil L. Kukreja, Nitish V. Thakor:
CONE: Convex-Optimized-Synaptic Efficacies for Temporally Precise Spike Mapping. 849-861 - Chaohua Wu, Ke Lin, Wei Wu, Xiaorong Gao:
A Novel Algorithm for Learning Sparse Spatio-Spectral Patterns for Event-Related Potentials. 862-872 - Fang Wang, Yiwen Wang, Kai Xu, Hongbao Li, Yuxi Liao, Qiaosheng Zhang, Shaomin Zhang, Xiaoxiang Zheng, José C. Príncipe:
Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding. 873-886 - Nikola K. Kasabov, Maryam Gholami Doborjeh, Zohreh Gholami Doborjeh:
Mapping, Learning, Visualization, Classification, and Understanding of fMRI Data in the NeuCube Evolving Spatiotemporal Data Machine of Spiking Neural Networks. 887-899 - Subhrajit Roy, Arindam Basu:
An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks. 900-910 - Jiali Yu, Hua Mao, Zhang Yi:
Parameter as a Switch Between Dynamical States of a Network in Population Decoding. 911-916 - Zhicong Qiu, David J. Miller, George Kesidis:
A Maximum Entropy Framework for Semisupervised and Active Learning With Unknown and Label-Scarce Classes. 917-933 - Xin Xu, Zhenhua Huang, Lei Zuo, Haibo He:
Manifold-Based Reinforcement Learning via Locally Linear Reconstruction. 934-947 - Zuyuan Yang, Yong Xiang, Kan Xie, Yue Lai:
Adaptive Method for Nonsmooth Nonnegative Matrix Factorization. 948-960 - Jen-Huo Wang, Chen-Ting Tang, Hsin Chen:
An Adaptable Continuous Restricted Boltzmann Machine in VLSI for Fusing the Sensory Data of an Electronic Nose. 961-974 - Xiu-Shen Wei, Jianxin Wu, Zhi-Hua Zhou:
Scalable Algorithms for Multi-Instance Learning. 975-987 - Christodoulos Keliris, Marios M. Polycarpou, Thomas Parisini:
An Integrated Learning and Filtering Approach for Fault Diagnosis of a Class of Nonlinear Dynamical Systems. 988-1004 - Luca Bravi, Veronica Piccialli, Marco Sciandrone:
An Optimization-Based Method for Feature Ranking in Nonlinear Regression Problems. 1005-1010 - Masaki Kobayashi:
Symmetric Complex-Valued Hopfield Neural Networks. 1011-1015
Volume 28, Number 5, May 2017
- Dino Ienco, Ruggero G. Pensa, Rosa Meo:
A Semisupervised Approach to the Detection and Characterization of Outliers in Categorical Data. 1017-1029 - Quan Guo, Haixian Zhang, Zhang Yi:
High-Order Measurements for Residual Classifiers. 1030-1042 - Huaqing Li, Guo Chen, Tingwen Huang, Zhaoyang Dong:
High-Performance Consensus Control in Networked Systems With Limited Bandwidth Communication and Time-Varying Directed Topologies. 1043-1054 - Xinzhi Liu, Kexue Zhang, Wei-Chau Xie:
Pinning Impulsive Synchronization of Reaction-Diffusion Neural Networks With Time-Varying Delays. 1055-1067 - Qing Song, Zhao Xu, Haijin Fan, Danwei Wang:
Robust Recurrent Kernel Online Learning. 1068-1081 - Ke-Kun Huang, Dao-Qing Dai, Chuan-Xian Ren, Zhao-Rong Lai:
Learning Kernel Extended Dictionary for Face Recognition. 1082-1094 - Shu Fang, Jia Li, Yonghong Tian, Tiejun Huang, Xiaowu Chen:
Learning Discriminative Subspaces on Random Contrasts for Image Saliency Analysis. 1095-1108 - Kaibing Zhang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li:
Coarse-to-Fine Learning for Single-Image Super-Resolution. 1109-1122 - Pengjiang Qian, Yizhang Jiang, Shitong Wang, Kuan-Hao Su, Jun Wang, Lingzhi Hu, Raymond F. Muzic Jr.:
Affinity and Penalty Jointly Constrained Spectral Clustering With All-Compatibility, Flexibility, and Robustness. 1123-1138 - Lei Zou, Zidong Wang, Huijun Gao, Xiaohui Liu:
State Estimation for Discrete-Time Dynamical Networks With Time-Varying Delays and Stochastic Disturbances Under the Round-Robin Protocol. 1139-1151 - Bo Shen, Zidong Wang, Hong Qiao:
Event-Triggered State Estimation for Discrete-Time Multidelayed Neural Networks With Stochastic Parameters and Incomplete Measurements. 1152-1163 - ShuiGuang Deng, Longtao Huang, Guandong Xu, Xindong Wu, Zhaohui Wu:
On Deep Learning for Trust-Aware Recommendations in Social Networks. 1164-1177 - Wenwu He, James Tin-Yau Kwok, Ji Zhu, Yang Liu:
A Note on the Unification of Adaptive Online Learning. 1178-1191 - Young C. Yoon:
LIF and Simplified SRM Neurons Encode Signals Into Spikes via a Form of Asynchronous Pulse Sigma-Delta Modulation. 1192-1205 - Zheng Yan, Jianchao Fan, Jun Wang:
A Collective Neurodynamic Approach to Constrained Global Optimization. 1206-1215 - Isaac Chairez:
Adaptive Neural Network Nonparametric Identifier With Normalized Learning Laws. 1216-1227 - Eleonora Bilotta, Pietro S. Pantano, Stefano Vena:
Speeding Up Cellular Neural Network Processing Ability by Embodying Memristors. 1228-1232 - Minyoung Kim:
Mixtures of Conditional Random Fields for Improved Structured Output Prediction. 1233-1240 - Bin Gu, Victor S. Sheng:
A Robust Regularization Path Algorithm for ν-Support Vector Classification. 1241-1248
Volume 28, Number 6, June 2017
- Denis Kleyko, Evgeny Osipov, Alexander Senior, Asad I. Khan, Yasar Ahmet Sekercioglu:
Holographic Graph Neuron: A Bioinspired Architecture for Pattern Processing. 1250-1262 - Xiaofeng Zhu, Xuelong Li, Shichao Zhang, Chunhua Ju, Xindong Wu:
Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection. 1263-1275 - Kan Xie, Zhaoshui He, Andrzej Cichocki, Xiaozhao Fang:
Rate of Convergence of the FOCUSS Algorithm. 1276-1289 - Li Niu, Xinxing Xu, Lin Chen, Lixin Duan, Dong Xu:
Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources. 1290-1304 - Enmei Tu, Nikola K. Kasabov, Jie Yang:
Mapping Temporal Variables Into the NeuCube for Improved Pattern Recognition, Predictive Modeling, and Understanding of Stream Data. 1305-1317 - Ziting Chen, Zhijun Li, C. L. Philip Chen:
Adaptive Neural Control of Uncertain MIMO Nonlinear Systems With State and Input Constraints. 1318-1330 - Bing Wang, Kathryn E. Merrick, Hussein A. Abbass:
Co-Operative Coevolutionary Neural Networks for Mining Functional Association Rules. 1331-1344 - Chunlin Chen, Daoyi Dong, Bo Qi, Ian R. Petersen, Herschel Rabitz:
Quantum Ensemble Classification: A Sampling-Based Learning Control Approach. 1345-1359