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ORCIDIEEE Transactions on Neural Networks and Learning Systems, Volume 24
Volume 24, Number 1, January 2013
- Derong Liu, Charles Anderson, Ahmad Taher Azar, Giorgio Battistelli, Eduardo Bayro-Corrochano, Cristiano Cervellera, David A. Elizondo, Maurizio Filippone, Giorgio Gnecco
, Xiaolin Hu, Tingwen Huang, Weifeng Liu, Wenlian Lu, Ana Maria Madureira, Igor Skrjanc, Thomas Villmann, Q. M. Jonathan Wu, Shengli Xie, Dong Xu:
Editorial A Successful Change From TNN to TNNLS and a Very Successful Year. 1-7
- Nikolaos Gkalelis, Vasileios Mezaris, Ioannis Kompatsiaris, Tania Stathaki:
Mixture Subclass Discriminant Analysis Link to Restricted Gaussian Model and Other Generalizations. 8-21 - Marcin Budka, Bogdan Gabrys:
Density-Preserving Sampling: Robust and Efficient Alternative to Cross-Validation for Error Estimation. 22-34 - Ran He, Wei-Shi Zheng, Bao-Gang Hu, Xiangwei Kong:
Two-Stage Nonnegative Sparse Representation for Large-Scale Face Recognition. 35-46 - Zuyuan Yang, Yong Xiang, Yue Rong, Shengli Xie:
Projection-Pursuit-Based Method for Blind Separation of Nonnegative Sources. 47-57 - Huaguang Zhang, Dawei Gong, Bing Chen, Zhenwei Liu:
Synchronization for Coupled Neural Networks With Interval Delay: A Novel Augmented Lyapunov-Krasovskii Functional Method. 58-70 - Qi Zhou, Peng Shi, Shengyuan Xu, Hongyi Li:
Observer-Based Adaptive Neural Network Control for Nonlinear Stochastic Systems With Time Delay. 71-80 - John Nassour, Vincent Hugel, Fethi Ben Ouezdou, Gordon Cheng:
Qualitative Adaptive Reward Learning With Success Failure Maps: Applied to Humanoid Robot Walking. 81-93 - Yong Xiang, Dezhong Peng, Yang Xiang, Song Guo:
Novel Z-Domain Precoding Method for Blind Separation of Spatially Correlated Signals. 94-105 - Jing Chen, Zhengming Ma, Yang Liu:
Local Coordinates Alignment With Global Preservation for Dimensionality Reduction. 106-117 - Min Xiao, Wei Xing Zheng, Jinde Cao:
Hopf Bifurcation of an (n+1) -Neuron Bidirectional Associative Memory Neural Network Model With Delays. 118-132 - Junping Zhang, Ziyu Xie, Stan Z. Li:
Prime Discriminant Simplicial Complex. 133-144 - Ali Heydari, Sivasubramanya Nadar Balakrishnan:
Finite-Horizon Control-Constrained Nonlinear Optimal Control Using Single Network Adaptive Critics. 145-157 - Adil Omari, Aníbal R. Figueiras-Vidal:
Feature Combiners With Gate-Generated Weights for Classification. 158-163 - Thiago F. Covoes, Eduardo R. Hruschka, Joydeep Ghosh:
Competitive Learning With Pairwise Constraints. 164-169 - Konstantinos Bousmalis, Stefanos Zafeiriou, Louis-Philippe Morency, Maja Pantic:
Infinite Hidden Conditional Random Fields for Human Behavior Analysis. 170-177
Volume 24, Number 2, February 2013
- Oh-Min Kwon, Myeong-Jin Park, Sang-Moon Lee, Ju H. Park, Eun-Jong Cha:
Stability for Neural Networks With Time-Varying Delays via Some New Approaches. 181-193 - Giduthuri Sateesh Babu, Suresh Sundaram:
Sequential Projection-Based Metacognitive Learning in a Radial Basis Function Network for Classification Problems. 194-206 - Arash Miranian, Majid Abdollahzade:
Developing a Local Least-Squares Support Vector Machines-Based Neuro-Fuzzy Model for Nonlinear and Chaotic Time Series Prediction. 207-218 - Alex Alexandridis, Eva Chondrodima, Haralambos Sarimveis:
Radial Basis Function Network Training Using a Nonsymmetric Partition of the Input Space and Particle Swarm Optimization. 219-230 - Davide Bacciu, Alessio Micheli, Alessandro Sperduti:
Compositional Generative Mapping for Tree-Structured Data - Part II: Topographic Projection Model. 231-247 - Qi Mao, Ivor Wai-Hung Tsang:
Efficient Multitemplate Learning for Structured Prediction. 248-261 - Franck Dufrenois, Jean-Charles Noyer:
Formulating Robust Linear Regression Estimation as a One-Class LDA Criterion: Discriminative Hat Matrix. 262-273 - Rong-Jong Wai, Rajkumar Muthusamy:
Fuzzy-Neural-Network Inherited Sliding-Mode Control for Robot Manipulator Including Actuator Dynamics. 274-287 - Bin Zou, Luoqing Li, Zongben Xu, Tao Luo, Yuan Yan Tang:
Generalization Performance of Fisher Linear Discriminant Based on Markov Sampling. 288-300 - Shuai Li, Bo Liu, Yangming Li:
Selective Positive-Negative Feedback Produces the Winner-Take-All Competition in Recurrent Neural Networks. 301-309 - Yang-Yin Lin, Jyh-Yeong Chang, Chin-Teng Lin:
Identification and Prediction of Dynamic Systems Using an Interactively Recurrent Self-Evolving Fuzzy Neural Network. 310-321 - María José Pérez-Ilzarbe:
New Discrete-Time Recurrent Neural Network Proposal for Quadratic Optimization With General Linear Constraints. 322-328 - Hui Zhang, Q. M. Jonathan Wu, Thanh Minh Nguyen:
Incorporating Mean Template Into Finite Mixture Model for Image Segmentation. 328-335 - Masaki Kobayashi:
Hyperbolic Hopfield Neural Networks. 335-341
Volume 24, Number 3, March 2013
- Zhengguang Wu, Peng Shi, Hongye Su, Jian Chu:
Dissipativity Analysis for Discrete-Time Stochastic Neural Networks With Time-Varying Delays. 345-355 - Guoqi Li, Changyun Wen, Zhengguo Li, Aimin Zhang, Feng Yang, Kezhi Mao:
Model-Based Online Learning With Kernels. 356-369 - Jing Na, Xuemei Ren, Dongdong Zheng:
Adaptive Control for Nonlinear Pure-Feedback Systems With High-Order Sliding Mode Observer. 370-382 - Yue Deng, Qionghai Dai, Risheng Liu, Zengke Zhang, Sanqing Hu:
Low-Rank Structure Learning via Nonconvex Heuristic Recovery. 383-396 - Mohammad Mahvash, Alice C. Parker:
Synaptic Variability in a Cortical Neuromorphic Circuit. 397-409 - Zhengguang Wu, Peng Shi, Hongye Su, Jian Chu:
Sampled-Data Synchronization of Chaotic Lur'e Systems With Time Delays. 410-421 - Olga Zoidi, Anastasios Tefas, Ioannis Pitas:
Multiplicative Update Rules for Concurrent Nonnegative Matrix Factorization and Maximum Margin Classification. 422-434 - Yang Tang, Wai Keung Wong:
Distributed Synchronization of Coupled Neural Networks via Randomly Occurring Control. 435-447 - Sarunas Raudys:
Portfolio of Automated Trading Systems: Complexity and Learning Set Size Issues. 448-459 - Zohar Halbe, Maria Bortman, Mayer Aladjem:
Regularized Mixture Density Estimation With an Analytical Setting of Shrinkage Intensities. 460-470 - Hao Xu, Sarangapani Jagannathan:
Stochastic Optimal Controller Design for Uncertain Nonlinear Networked Control System via Neuro Dynamic Programming. 471-484 - Jun Li, Dacheng Tao:
Simple Exponential Family PCA. 485-497 - Jiali Yu, Huajin Tang, Haizhou Li:
Dynamics Analysis of a Population Decoding Model. 498-503 - Cristiano Cervellera, Danilo Macciò:
Learning With Kernel Smoothing Models and Low-Discrepancy Sampling. 504-509
Volume 24, Number 4, April 2013
- Huaguang Zhang, Feisheng Yang, Xiaodong Liu, Qingling Zhang:
Stability Analysis for Neural Networks With Time-Varying Delay Based on Quadratic Convex Combination. 513-521 - Sri Garimella, Hynek Hermansky:
Factor Analysis of Auto-Associative Neural Networks With Application in Speaker Verification. 522-528 - Ramaswamy Savitha, Suresh Sundaram, Narasimhan Sundararajan:
Projection-Based Fast Learning Fully Complex-Valued Relaxation Neural Network. 529-541 - Mingli Song, Witold Pedrycz:
Granular Neural Networks: Concepts and Development Schemes. 542-553 - Shantanu Chakrabartty, Ravi Krishna Shaga, Kenji Aono:
Noise-Shaping Gradient Descent-Based Online Adaptation Algorithms for Digital Calibration of Analog Circuits. 554-565 - Yujuan Han, Wenlian Lu, Tianping Chen:
Cluster Consensus in Discrete-Time Networks of Multiagents With Inter-Cluster Nonidentical Inputs. 566-578 - Yunong Zhang, Dongsheng Guo, Zhan Li:
Common Nature of Learning Between Back-Propagation and Hopfield-Type Neural Networks for Generalized Matrix Inversion With Simplified Models. 579-592 - Di Wang, Hong Qiao, Bo Zhang, Min Wang:
Online Support Vector Machine Based on Convex Hull Vertices Selection. 593-609 - Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface. 610-619 - Cesare Alippi, Giacomo Boracchi, Manuel Roveri:
Just-In-Time Classifiers for Recurrent Concepts. 620-634 - Yong-Li Xu, Di-Rong Chen, Han-Xiong Li, Lu Liu:
Least Square Regularized Regression in Sum Space. 635-646 - Minlong Lin, Ke Tang, Xin Yao:
Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance Classification. 647-660 - Wei-Chang Yeh:
New Parameter-Free Simplified Swarm Optimization for Artificial Neural Network Training and its Application in the Prediction of Time Series. 661-665 - Sung Jin Yoo:
Distributed Consensus Tracking for Multiple Uncertain Nonlinear Strict-Feedback Systems Under a Directed Graph. 666-672 - Terry Windeatt, Cemre Zor:
Ensemble Pruning Using Spectral Coefficients. 673-678
Volume 24, Number 5, May 2013
- Jen-Tzung Chien, Hsin-Lung Hsieh:
Nonstationary Source Separation Using Sequential and Variational Bayesian Learning. 681-694 - Songyan Huang, Chunguang Li, Yiguang Liu:
Complex-Valued Filtering Based on the Minimization of Complex-Error Entropy. 695-708 - Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen:
Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification. 709-722 - Lucia Maddalena, Alfredo Petrosino:
Stopped Object Detection by Learning Foreground Model in Videos. 723-735 - Takashi Matsubara, Hiroyuki Torikai:
Asynchronous Cellular Automaton-Based Neuron: Theoretical Analysis and On-FPGA Learning. 736-748 - Xinxing Xu, Ivor W. Tsang, Dong Xu:
Soft Margin Multiple Kernel Learning. 749-761 - Xin Xu, Zhongsheng Hou, Chuanqiang Lian, Haibo He:
Online Learning Control Using Adaptive Critic Designs With Sparse Kernel Machines. 762-775 - Kao-Shing Hwang, Chia-Yue Lo:
Policy Improvement by a Model-Free Dyna Architecture. 776-788 - Ying Liu, Chunguang Li:
Firing Rate Propagation Through Neuronal-Astrocytic Network. 789-799 - Chengde Zheng, Qi-He Shan, Huaguang Zhang, Zhanshan Wang:
On Stabilization of Stochastic Cohen-Grossberg Neural Networks With Mode-Dependent Mixed Time-Delays and Markovian Switching. 800-811 - Qingshan Liu, Jun Wang:
A One-Layer Projection Neural Network for Nonsmooth Optimization Subject to Linear Equalities and Bound Constraints. 812-824 - Marco Gori, Stefano Melacci:
Constraint Verification With Kernel Machines. 825-831 - Liyang Wang, Zhi Liu, Chun Lung Philip Chen, Yun Zhang, Sukhan Lee, Xin Chen:
Energy-Efficient SVM Learning Control System for Biped Walking Robots. 831-837 - Yue Fu, Tianyou Chai:
Self-Tuning Control With a Filter and a Neural Compensator for a Class of Nonlinear Systems. 837-843
Volume 24, Number 6, June 2013
- Matthieu Geist, Olivier Pietquin:
Algorithmic Survey of Parametric Value Function Approximation. 845-867 - Xiaodi Li, Shiji Song:
Impulsive Control for Existence, Uniqueness, and Global Stability of Periodic Solutions of Recurrent Neural Networks With Discrete and Continuously Distributed Delays. 868-877 - Jing Yang, Xiaoqin Zeng, Shuiming Zhong, Shengli Wu:
Effective Neural Network Ensemble Approach for Improving Generalization Performance. 878-887 - Cristiano Leite Castro, Antônio de Pádua Braga:
Novel Cost-Sensitive Approach to Improve the Multilayer Perceptron Performance on Imbalanced Data. 888-899 - Meng Yang, Lei Zhang, Simon Chi-Keung Shiu, David Zhang:
Robust Kernel Representation With Statistical Local Features for Face Recognition. 900-912 - Zhen Ni, Haibo He, Jinyu Wen:
Adaptive Learning in Tracking Control Based on the Dual Critic Network Design. 913-928 - Xiaoqiang Lu, Yulong Wang, Yuan Yuan:
Sparse Coding From a Bayesian Perspective. 929-939 - Hanjiang Lai, Yan Pan, Yong Tang, Rong Yu:
FSMRank: Feature Selection Algorithm for Learning to Rank. 940-952 - Ata Kabán:
Fractional Norm Regularization: Learning With Very Few Relevant Features. 953-963 - Jun Li, Dacheng Tao:
Exponential Family Factors for Bayesian Factor Analysis. 964-976 - Furqan Aziz, Richard C. Wilson, Edwin R. Hancock:
Backtrackless Walks on a Graph. 977-989 - Zekeriya Uykan:
Fast-Convergent Double-Sigmoid Hopfield Neural Network as Applied to Optimization Problems. 990-996 - Rui Li, Meng Yang, Tianguang Chu:
Synchronization Design of Boolean Networks Via the Semi-Tensor Product Method. 996-1001 - Xing He, Chuandong Li, Tingwen Huang, Chaojie Li:
Bogdanov-Takens Singularity in Tri-Neuron Network With Time Delay. 1001-1007
Volume 24, Number 7, July 2013
- Mahdi Jalili:
Enhancing Synchronizability of Diffusively Coupled Dynamical Networks: A Survey. 1009-1022 - Jian Yang, Delin Chu, Lei Zhang, Yong Xu, Jingyu Yang:
Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition. 1023-1035 - Chunyang Sheng, Jun Zhao, Wei Wang, Henry Leung:
Prediction Intervals for a Noisy Nonlinear Time Series Based on a Bootstrapping Reservoir Computing Network Ensemble. 1036-1048 - Haihong Zhang, Huijuan Yang, Cuntai Guan:
Bayesian Learning for Spatial Filtering in an EEG-Based Brain-Computer Interface. 1049-1060 - David Nodland, Hassan Zargarzadeh, Sarangapani Jagannathan:
Neural Network-Based Optimal Adaptive Output Feedback Control of a Helicopter UAV. 1061-1073 - Moumen T. El-Melegy:
Random Sampler M-Estimator Algorithm With Sequential Probability Ratio Test for Robust Function Approximation Via Feed-Forward Neural Networks. 1074-1085 - Shereen Fouad, Peter Tiño, Somak Raychaudhury, Petra Schneider:
Incorporating Privileged Information Through Metric Learning. 1086-1098 - Jaehun Lee, Baehoon Choi, Euntai Kim:
Novel Range-Free Localization Based on Multidimensional Support Vector Regression Trained in the Primal Space. 1099-1113 - Meiqin Liu, Senlin Zhang, Zhen Fan, Shiyou Zheng, Weihua Sheng:
Exponential H∞ Synchronization and State Estimation for Chaotic Systems Via a Unified Model. 1114-1126 - Tatsuya Yokota, Yukihiko Yamashita:
A Quadratically Constrained MAP Classifier Using the Mixture of Gaussians Models as a Weight Function. 1127-1140 - Bo Liu, Wenlian Lu, Tianping Chen:
Pinning Consensus in Networks of Multiagents via a Single Impulsive Controller. 1141-1149 - Yu Jiang, Zhong-Ping Jiang:
Robust Adaptive Dynamic Programming With an Application to Power Systems. 1150-1156 - Chao Zhang, Dacheng Tao:
Structure of Indicator Function Classes With Finite Vapnik-Chervonenkis Dimensions. 1156-1160 - Ajay M. Patrikar:
Approximating Gaussian Mixture Model or Radial Basis Function Network With Multilayer Perceptron. 1161-1166 - Isabella Cattinelli, Giorgio Valentini, Eraldo Paulesu, N. Alberto Borghese:
A Novel Approach to the Problem of Non-uniqueness of the Solution in Hierarchical Clustering. 1166-1173
Volume 24, Number 8, August 2013
- Zhengguang Wu, Peng Shi, Hongye Su, Jian Chu:
Sampled-Data Exponential Synchronization of Complex Dynamical Networks With Time-Varying Coupling Delay. 1177-1187 - Liping Jing, Michael K. Ng, Tieyong Zeng:
Dictionary Learning-Based Subspace Structure Identification in Spectral Clustering. 1188-1199 - Zhaohong Deng, Yizhang Jiang, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang:
Knowledge-Leverage-Based TSK Fuzzy System Modeling. 1200-1212 - Cesare Alippi, Stavros Ntalampiras, Manuel Roveri:
A Cognitive Fault Diagnosis System for Distributed Sensor Networks. 1213-1226 - Bo Zhou, Qiankun Song:
Boundedness and Complete Stability of Complex-Valued Neural Networks With Time Delay. 1227-1238 - Garrick Orchard, Jacob G. Martin, R. Jacob Vogelstein, Ralph Etienne-Cummings:
Fast Neuromimetic Object Recognition Using FPGA Outperforms GPU Implementations. 1239-1252 - Ezequiel López-Rubio:
Improving the Quality of Self-Organizing Maps by Self-Intersection Avoidance. 1253-1265 - Tzyy-Chyang Lu, Gwo-Ruey Yu, Jyh-Ching Juang:
Quantum-Based Algorithm for Optimizing Artificial Neural Networks. 1266-1278 - Xiaolin Huang, Marin Matijas, Johan A. K. Suykens:
Hinging Hyperplanes for Time-Series Segmentation. 1279-1291 - Yanwei Pang, Zhong Ji, Peiguang Jing, Xuelong Li:
Ranking Graph Embedding for Learning to Rerank. 1292-1303 - Bin Gu, Victor S. Sheng:
Feasibility and Finite Convergence Analysis for Accurate On-Line $\nu$-Support Vector Machine. 1304-1315 - Wenbing Zhang, Yang Tang, Qingying Miao, Wei Du:
Exponential Synchronization of Coupled Switched Neural Networks With Mode-Dependent Impulsive Effects. 1316-1326 - Lu Xu, Jinshu Chen, Defeng Huang, Jianhua Lu, Licai Fang:
Analysis of Boundedness and Convergence of Online Gradient Method for Two-Layer Feedforward Neural Networks. 1327-1338 - Xiaoming Liang, Liang Zhao:
Phase-Noise-Induced Resonance in Arrays of Coupled Excitable Neural Models. 1339-1345
Volume 24, Number 9, September 2013
- Thomas K. Paul, Tokunbo Ogunfunmi:
Study of the Convergence Behavior of the Complex Kernel Least Mean Square Algorithm. 1349-1363 - Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li:
Transductive Face Sketch-Photo Synthesis. 1364-1376