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IEEE 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
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
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
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
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
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
Discriminative Feature Extraction by a Neural Implementation of Canonical Correlation Analysis. 164-176 - Xuesong Zhang
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
Artificial Epigenetic Networks: Automatic Decomposition of Dynamical Control Tasks Using Topological Self-Modification. 218-230 - Zhao Lu
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
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
Asymmetric Actuator Backlash Compensation in Quantized Adaptive Control of Uncertain Networked Nonlinear Systems. 294-307 - Lei Wang, Lingqiao Liu
A Graph-Embedding Approach to Hierarchical Visual Word Mergence. 308-320 - Dongdong Zheng, Wen-Fang Xie
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
Closed-Loop Modulation of the Pathological Disorders of the Basal Ganglia Network. 371-382 - Dusan Stosic, Darko Stosic, Cleber Zanchettin
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
Learning a Coupled Linearized Method in Online Setting. 438-450 - Ming Shao
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
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
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
Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks. 523-533 - Karthikeyan Rajagopal
Neural Network-Based Solutions for Stochastic Optimal Control Using Path Integrals. 534-545 - Nuri Denizcan Vanli, Muhammed O. Sayin
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
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
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
Approximate Optimal Control of Affine Nonlinear Continuous-Time Systems Using Event-Sampled Neurodynamic Programming. 639-652 - Yue Deng
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
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
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
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
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
Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors. 791-803 - Angel Jiménez-Fernandez, Elena Cerezuela-Escudero
A Binaural Neuromorphic Auditory Sensor for FPGA: A Spike Signal Processing Approach. 804-818 - Udaya Bhaskar Rongala, Alberto Mazzoni
Neuromorphic Artificial Touch for Categorization of Naturalistic Textures. 819-829 - Shingo Murata, Yuichi Yamashita, Hiroaki Arie, Tetsuya Ogata
Learning to Perceive the World as Probabilistic or Deterministic via Interaction With Others: A Neuro-Robotics Experiment. 830-848 - Wang Wei Lee
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
Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding. 873-886 - Nikola K. Kasabov
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
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
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
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
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
High-Performance Consensus Control in Networked Systems With Limited Bandwidth Communication and Time-Varying Directed Topologies. 1043-1054 - Xinzhi Liu, Kexue Zhang
Pinning Impulsive Synchronization of Reaction-Diffusion Neural Networks With Time-Varying Delays. 1055-1067 - Qing Song
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
Coarse-to-Fine Learning for Single-Image Super-Resolution. 1109-1122 - Pengjiang Qian
Affinity and Penalty Jointly Constrained Spectral Clustering With All-Compatibility, Flexibility, and Robustness. 1123-1138 - Lei Zou, Zidong Wang
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
Event-Triggered State Estimation for Discrete-Time Multidelayed Neural Networks With Stochastic Parameters and Incomplete Measurements. 1152-1163 - ShuiGuang Deng
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
Holographic Graph Neuron: A Bioinspired Architecture for Pattern Processing. 1250-1262 - Xiaofeng Zhu
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
Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources. 1290-1304 - Enmei Tu, Nikola K. Kasabov
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
Co-Operative Coevolutionary Neural Networks for Mining Functional Association Rules. 1331-1344 - Chunlin Chen, Daoyi Dong
Quantum Ensemble Classification: A Sampling-Based Learning Control Approach. 1345-1359 - Chi-Sing Leung, Wai-Yan Wan, Ruibin Feng:
A Regularizer Approach for RBF Networks Under the Concurrent Weight Failure Situation. 1360-1372 - Emrah Ergul, Nafiz Arica
Clustering Through Hybrid Network Architecture With Support Vectors. 1373-1385 - Kai Sun
Design and Application of a Variable Selection Method for Multilayer Perceptron Neural Network With LASSO. 1386-1396 - Ziyin Wang, Mandan Liu, Yicheng Cheng, Rubin Wang:
Robustly Fitting and Forecasting Dynamical Data With Electromagnetically Coupled Artificial Neural Network: A Data Compression Method. 1397-1410 - Xiurui Xie, Hong Qu, Zhang Yi, Jürgen Kurths:
Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method. 1411-1424 - Jun Li
Sparseness Analysis in the Pretraining of Deep Neural Networks. 1425-1438 - Zi-Jun Jia, Yong-Duan Song:
Barrier Function-Based Neural Adaptive Control With Locally Weighted Learning and Finite Neuron Self-Growing Strategy. 1439-1451 - Chen Gong, Dacheng Tao, Wei Liu
Label Propagation via Teaching-to-Learn and Learning-to-Teach. 1452-1465 - Emma Izquierdo-Verdiguier
Optimized Kernel Entropy Components. 1466-1472 - Wenjun Xiong, Xinghuo Yu
Quantized Iterative Learning Consensus Tracking of Digital Networks With Limited Information Communication. 1473-1480 - Yongping Pan
Biomimetic Hybrid Feedback Feedforward Neural-Network Learning Control. 1481-1487
Volume 28, Number 7, July 2017
- Jie Gui
Feature Selection Based on Structured Sparsity: A Comprehensive Study. 1490-1507 - Liqiang Nie, Luming Zhang, Lei Meng, Xuemeng Song, Xiaojun Chang
Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer's Disease. 1508-1519 - Yong-Feng Gao, Xi-Ming Sun, Changyun Wen
Observer-Based Adaptive NN Control for a Class of Uncertain Nonlinear Systems With Nonsymmetric Input Saturation. 1520-1530 - Yan-Jun Liu
Neural Approximation-Based Adaptive Control for a Class of Nonlinear Nonstrict Feedback Discrete-Time Systems. 1531-1541 - Yanyi Rao, Xianda Zhang:
Characterization of Linearly Separable Boolean Functions: A Graph-Theoretic Perspective. 1542-1549 - Chunjie Zhang
Fine-Grained Image Classification via Low-Rank Sparse Coding With General and Class-Specific Codebooks. 1550-1559 - Yan-Wu Wang, Wu Yang
Impulsive Multisynchronization of Coupled Multistable Neural Networks With Time-Varying Delay. 1560-1571 - Aysegul Dundar, Jonghoon Jin, Berin Martini, Eugenio Culurciello:
Embedded Streaming Deep Neural Networks Accelerator With Applications. 1572-1583 - Xiaolin Huang, Lei Shi, Johan A. K. Suykens
Solution Path for Pin-SVM Classifiers With Positive and Negative τ Values. 1584-1593 - Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He:
Adaptive Event-Triggered Control Based on Heuristic Dynamic Programming for Nonlinear Discrete-Time Systems. 1594-1605 - Yajun Zhang, Tianyou Chai, Dianhui Wang:
An Alternating Identification Algorithm for a Class of Nonlinear Dynamical Systems. 1606-1617 - Huabin Chen, Peng Shi
Exponential Synchronization for Markovian Stochastic Coupled Neural Networks of Neutral-Type via Adaptive Feedback Control. 1618-1632 - Zhenzhong Chu, Daqi Zhu, Simon X. Yang
Observer-Based Adaptive Neural Network Trajectory Tracking Control for Remotely Operated Vehicle. 1633-1645 - Bin Gu, Xingming Sun, Victor S. Sheng:
Structural Minimax Probability Machine. 1646-1656 - Shaofu Yang
Global Synchronization of Multiple Recurrent Neural Networks With Time Delays via Impulsive Interactions. 1657-1667 - Wenbin Cai, Muhan Zhang, Ya Zhang
Batch Mode Active Learning for Regression With Expected Model Change. 1668-1681 - Shuang Li, Shiji Song, Gao Huang:
Prediction Reweighting for Domain Adaptation. 1682-1695 - Lijun Long, Jun Zhao:
Switched-Observer-Based Adaptive Neural Control of MIMO Switched Nonlinear Systems With Unknown Control Gains. 1696-1709 - Tianping Chen, Xiwei Liu:
Μ-Stability of Nonlinear Positive Systems With Unbounded Time-Varying Delays. 1710-1715 - Yunyan Duan, Ou Wu:
Learning With Auxiliary Less-Noisy Labels. 1716-1721 - Sergio Decherchi
Import Vector Domain Description: A Kernel Logistic One-Class Learning Algorithm. 1722-1729
Volume 28, Number 8, August 2017
- Akshay Kumar Maan, Deepthi Anirudhan Jayadevi, Alex Pappachen James
A Survey of Memristive Threshold Logic Circuits. 1734-1746 - Qingshan Liu, Shaofu Yang
A Collective Neurodynamic Approach to Distributed Constrained Optimization. 1747-1758 - Danilo Vasconcellos Vargas
Spectrum-Diverse Neuroevolution With Unified Neural Models. 1759-1773 - Ghasem Ahmadi
Designing and Implementation of Stable Sinusoidal Rough-Neural Identifier. 1774-1786 - Xutao Li, Michael K. Ng, Gao Cong
MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation. 1787-1800 - Ruichu Cai
Understanding Social Causalities Behind Human Action Sequences. 1801-1813 - Bilal Piot
Bridging the Gap Between Imitation Learning and Inverse Reinforcement Learning. 1814-1826 - Jin-Liang Wang
Passivity of Directed and Undirected Complex Dynamical Networks With Adaptive Coupling Weights. 1827-1839 - Ramasamy Saravanakumar
Stability of Markovian Jump Generalized Neural Networks With Interval Time-Varying Delays. 1840-1850 - Lin Xu
Shrinkage Degree in L2-Rescale Boosting for Regression. 1851-1864 - Kazunori Iwata
Extending the Peak Bandwidth of Parameters for Softmax Selection in Reinforcement Learning. 1865-1877 - Xinsong Yang
Exponential Synchronization of Memristive Neural Networks With Delays: Interval Matrix Method. 1878-1888 - Xiaofang Hu, Gang Feng
A Memristive Multilayer Cellular Neural Network With Applications to Image Processing. 1889-1901 - Shen Yin
An Adaptive NN-Based Approach for Fault-Tolerant Control of Nonlinear Time-Varying Delay Systems With Unmodeled Dynamics. 1902-1913 - Zhongsheng Hou, Shida Liu
Lazy-Learning-Based Data-Driven Model-Free Adaptive Predictive Control for a Class of Discrete-Time Nonlinear Systems. 1914-1928 - Yongliang Yang
Hamiltonian-Driven Adaptive Dynamic Programming for Continuous Nonlinear Dynamical Systems. 1929-1940 - Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He:
Event-Triggered Adaptive Dynamic Programming for Continuous-Time Systems With Control Constraints. 1941-1952 - Shanmugam Lakshmanan
Dynamical Analysis of the Hindmarsh-Rose Neuron With Time Delays. 1953-1958 - Sabato Marco Siniscalchi
Adaptation to New Microphones Using Artificial Neural Networks With Trainable Activation Functions. 1959-1965 - Koichi Kobayashi
Design of Probabilistic Boolean Networks Based on Network Structure and Steady-State Probabilities. 1966-1971
Volume 28, Number 9, September 2017
- Jin Xu, Bo Tang, Haibo He
Semisupervised Feature Selection Based on Relevance and Redundancy Criteria. 1974-1984 - Li Niu, Wen Li, Dong Xu
Visual Recognition by Learning From Web Data via Weakly Supervised Domain Generalization. 1985-1999 - Esteban J. Palomo
The Growing Hierarchical Neural Gas Self-Organizing Neural Network. 2000-2009 - Qingfeng Liu, Chengjun Liu:
A Novel Locally Linear KNN Method With Applications to Visual Recognition. 2010-2021 - Ivo Bukovsky
An Approach to Stable Gradient-Descent Adaptation of Higher Order Neural Units. 2022-2034 - Xiantong Zhen, Mengyang Yu, Ali Islam, Mousumi Bhaduri
Descriptor Learning via Supervised Manifold Regularization for Multioutput Regression. 2035-2047 - Wentao Fan
Online Learning of Hierarchical Pitman-Yor Process Mixture of Generalized Dirichlet Distributions With Feature Selection. 2048-2061 - Xingbao Gao, Li-Zhi Liao
A Novel Neural Network for Generally Constrained Variational Inequalities. 2062-2075 - Ling Jian
Budget Online Learning Algorithm for Least Squares SVM. 2076-2087 - Li-Ying Hao
Integral Sliding Mode Fault-Tolerant Control for Uncertain Linear Systems Over Networks With Signals Quantization. 2088-2100 - Peng Shi
Neural Network-Based Passive Filtering for Delayed Neutral-Type Semi-Markovian Jump Systems. 2101-2114 - Robert C. Grande
Online Regression for Data With Changepoints Using Gaussian Processes and Reusable Models. 2115-2128 - Tongliang Liu
Large-Cone Nonnegative Matrix Factorization. 2129-2142 - Jiahu Qin, Wei Xing Zheng
Containment Control for Second-Order Multiagent Systems Communicating Over Heterogeneous Networks. 2143-2155 - Zhouhua Peng, Dan Wang
Predictor-Based Neural Dynamic Surface Control for Uncertain Nonlinear Systems in Strict-Feedback Form. 2156-2167 - Lei Luo, Jian Yang
Robust Image Regression Based on the Extended Matrix Variate Power Exponential Distribution of Dependent Noise. 2168-2182 - Yongduan Song, Junxia Guo, Xiucai Huang:
Smooth Neuroadaptive PI Tracking Control of Nonlinear Systems With Unknown and Nonsmooth Actuation Characteristics. 2183-2195 - Kunling Geng
Methodology of Recurrent Laguerre-Volterra Network for Modeling Nonlinear Dynamic Systems. 2196-2208 - Kendrick Amezquita S.
Dynamic Surface Control for a Class of Nonlinear Feedback Linearizable Systems With Actuator Failures. 2209-2214 - Yue Wen
A New Powered Lower Limb Prosthesis Control Framework Based on Adaptive Dynamic Programming. 2215-2220
Volume 28, Number 10, October 2017
- Klaus Greff
LSTM: A Search Space Odyssey. 2222-2232 - Yong Xu
A New Discriminative Sparse Representation Method for Robust Face Recognition via l2 Regularization. 2233-2242 - Shuai Li
Kinematic Control of Redundant Manipulators Using Neural Networks. 2243-2254 - Lin Wang, Bo Yang
Improving Neural-Network Classifiers Using Nearest Neighbor Partitioning. 2255-2267 - Zhizhong Han, Zhenbao Liu
Mesh Convolutional Restricted Boltzmann Machines for Unsupervised Learning of Features With Structure Preservation on 3-D Meshes. 2268-2281 - Tohru Nitta
Resolution of Singularities Introduced by Hierarchical Structure in Deep Neural Networks. 2282-2293 - Xiaojun Chang
Semisupervised Feature Analysis by Mining Correlations Among Multiple Tasks. 2294-2305 - Chong Zhang
Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics. 2306-2318 - Yi-Fei Pu, Zhang Yi, Jiliu Zhou:
Fractional Hopfield Neural Networks: Fractional Dynamic Associative Recurrent Neural Networks. 2319-2333 - Shiping Wen, Zhigang Zeng
Synchronization of Switched Neural Networks With Communication Delays via the Event-Triggered Control. 2334-2343 - Jianchao Fan, Jun Wang
A Collective Neurodynamic Optimization Approach to Nonnegative Matrix Factorization. 2344-2356 - Shengping Zhang
A Biologically Inspired Appearance Model for Robust Visual Tracking. 2357-2370 - Hao-Fan Yang
Optimized Structure of the Traffic Flow Forecasting Model With a Deep Learning Approach. 2371-2381 - Li Sheng, Zidong Wang
Event-Based H∞ State Estimation for Time-Varying Stochastic Dynamical Networks With State- and Disturbance-Dependent Noises. 2382-2394 - Ruibin Feng, Chi-Sing Leung
Lagrange Programming Neural Network for Nondifferentiable Optimization Problems in Sparse Approximation. 2395-2407 - Jongkil Park, Theodore Yu, Siddharth Joshi, Christoph Maier
Hierarchical Address Event Routing for Reconfigurable Large-Scale Neuromorphic Systems. 2408-2422 - Shuo Zhang
LMI Conditions for Global Stability of Fractional-Order Neural Networks. 2423-2433 - Jinna Li
Off-Policy Reinforcement Learning for Synchronization in Multiagent Graphical Games. 2434-2445 - Housheng Su
Observer-Based Discrete-Time Nonnegative Edge Synchronization of Networked Systems. 2446-2455 - Zhanshan Wang
Stability of Recurrent Neural Networks With Time-Varying Delay via Flexible Terminal Method. 2456-2463
Volume 28, Number 11, November 2017
- Samuel Rota Bulò, Battista Biggio
Randomized Prediction Games for Adversarial Machine Learning. 2466-2478 - Caigen Zhou, Xiaoqin Zeng
A New Local Bipolar Autoassociative Memory Based on External Inputs of Discrete Recurrent Neural Networks With Time Delay. 2479-2489 - Qinglai Wei, Derong Liu
Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Admissibility and Termination Analysis. 2490-2502 - Pei-Yi Hao
Pair-v-SVR: A Novel and Efficient Pairing nu-Support Vector Regression Algorithm. 2503-2515 - Wenbing Zhang, Yang Tang
Sampled-Data Consensus of Linear Multi-agent Systems With Packet Losses. 2516-2527 - Janusz A. Starzyk, James Graham
Needs, Pains, and Motivations in Autonomous Agents. 2528-2540 - Yongming Li
Adaptive Neural Networks Decentralized FTC Design for Nonstrict-Feedback Nonlinear Interconnected Large-Scale Systems Against Actuator Faults. 2541-2554 - Xuejing Li, Lin Wang, Zhixin Liu
Lower Bounds on the Proportion of Leaders Needed for Expected Consensus of 3-D Flocks. 2555-2565 - Alexander Bauer
Efficient Exact Inference With Loss Augmented Objective in Structured Learning. 2566-2579 - Sitian Qin, Xinyi Le, Jun Wang
A Neurodynamic Optimization Approach to Bilevel Quadratic Programming. 2580-2591 - Francisco Fernández-Navarro
Global Sensitivity Estimates for Neural Network Classifiers. 2592-2604 - Hui Gao
Backstepping Design of Adaptive Neural Fault-Tolerant Control for MIMO Nonlinear Systems. 2605-2613 - Yong-Duan Song, Xiucai Huang, Zi-Jun Jia:
Dealing With the Issues Crucially Related to the Functionality and Reliability of NN-Associated Control for Nonlinear Uncertain Systems. 2614-2625 - Junyi Wang, Huaguang Zhang
Sampled-Data Synchronization of Markovian Coupled Neural Networks With Mode Delays Based on Mode-Dependent LKF. 2626-2637 - Ying Wan
Quantized Synchronization of Chaotic Neural Networks With Scheduled Output Feedback Control. 2638-2647 - Leimin Wang, Yi Shen, Guodong Zhang
Finite-Time Stabilization and Adaptive Control of Memristor-Based Delayed Neural Networks. 2648-2659 - Wojciech Samek
Evaluating the Visualization of What a Deep Neural Network Has Learned. 2660-2673 - Po-Lung Tien
A New Discrete-Time Multi-Constrained K-Winner-Take-All Recurrent Network and Its Application to Prioritized Scheduling. 2674-2685 - Piotr Antonik
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization. 2686-2698 - Roberto Fierimonte, Simone Scardapane, Aurelio Uncini, Massimo Panella
Fully Decentralized Semi-supervised Learning via Privacy-preserving Matrix Completion. 2699-2711 - Gangshan Jing
Consensus of Multiagent Systems With Distance-Dependent Communication Networks. 2712-2726 - Xinyang Li
A Unified Fisher's Ratio Learning Method for Spatial Filter Optimization. 2727-2737 - Rui Zhang
Regularized Class-Specific Subspace Classifier. 2738-2747 - Alberto Antonietti
Model-Driven Analysis of Eyeblink Classical Conditioning Reveals the Underlying Structure of Cerebellar Plasticity and Neuronal Activity. 2748-2762 - Le An
Person Re-identification by Multi-hypergraph Fusion. 2763-2774 - Kui Yu
Markov Blanket Feature Selection Using Representative Sets. 2775-2788 - Alain Rakotomamonjy
Greedy Methods, Randomization Approaches, and Multiarm Bandit Algorithms for Efficient Sparsity-Constrained Optimization. 2789-2802 - Bin Hu
A Rotational Motion Perception Neural Network Based on Asymmetric Spatiotemporal Visual Information Processing. 2803-2821 - Wei-Chang Yeh
A Squeezed Artificial Neural Network for the Symbolic Network Reliability Functions of Binary-State Networks. 2822-2825 - Xiaoyang Liu
Discontinuous Observers Design for Finite-Time Consensus of Multiagent Systems With External Disturbances. 2826-2830 - Alex Alexandridis
A Fast and Efficient Method for Training Categorical Radial Basis Function Networks. 2831-2836 - Wenjun Xiong
Synchronization of Hierarchical Time-Varying Neural Networks Based on Asynchronous and Intermittent Sampled-Data Control. 2837-2843
Volume 28, Number 12, December 2017
- Lorenzo Livi
One-Class Classifiers Based on Entropic Spanning Graphs. 2846-2858 - Anoop Cherian
Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices. 2859-2871 - Sheng Chen
Comparative Performance of Complex-Valued B-Spline and Polynomial Models Applied to Iterative Frequency-Domain Decision Feedback Equalization of Hammerstein Channels. 2872-2884 - Liuwei Zhou
Adaptive Exponential Synchronization of Multislave Time-Delayed Recurrent Neural Networks With Lévy Noise and Regime Switching. 2885-2898 - Mengyang Yu, Li Liu, Ling Shao
Binary Set Embedding for Cross-Modal Retrieval. 2899-2910 - Yu-Jun Zheng
Airline Passenger Profiling Based on Fuzzy Deep Machine Learning. 2911-2923 - Ruoxia Li, Jinde Cao
Finite-Time Stability Analysis for Markovian Jump Memristive Neural Networks With Partly Unknown Transition Probabilities. 2924-2935 - Gongde Guo, Lifei Chen
Cluster Validation Method for Determining the Number of Clusters in Categorical Sequences. 2936-2948 - Xiaobing Pei
Joint Sparse Representation and Embedding Propagation Learning: A Framework for Graph-Based Semisupervised Learning. 2949-2960 - Wenrui Hu
The Twist Tensor Nuclear Norm for Video Completion. 2961-2973 - Yin Sheng, Yi Shen, Mingfu Zhu:
Delay-Dependent Global Exponential Stability for Delayed Recurrent Neural Networks. 2974-2984 - Rahul Kumar Sevakula
Assessing Generalization Ability of Majority Vote Point Classifiers. 2985-2997 - Haibo Du
Distributed Finite-Time Cooperative Control of Multiple High-Order Nonholonomic Mobile Robots. 2998-3006 - Shibing Zhou
Method for Determining the Optimal Number of Clusters Based on Agglomerative Hierarchical Clustering. 3007-3017 - Gnaneswaran Nagamani
An Improved Result on Dissipativity and Passivity Analysis of Markovian Jump Stochastic Neural Networks With Two Delay Components. 3018-3031 - Xiaowei Feng, Xiangyu Kong
A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction. 3032-3044 - Lei Zhang
Evolutionary Cost-Sensitive Extreme Learning Machine. 3045-3060 - Reddi Kamesh
Novel Formulation of Adaptive MPC as EKF Using ANN Model: Multiproduct Semibatch Polymerization Reactor Case Study. 3061-3073 - Mohammad Hossein Rafiei, Hojjat Adeli
A New Neural Dynamic Classification Algorithm. 3074-3083 - Adrian Horzyk
Integration of Semantic and Episodic Memories. 3084-3095 - Yueying Wang
A New Result on H∞ State Estimation of Delayed Static Neural Networks. 3096-3101 - Liangli Zhen
Underdetermined Blind Source Separation Using Sparse Coding. 3102-3108
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