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IEEE Transactions on Neural Networks and Learning Systems, Volume 30
Volume 30, Number 1, January 2019
- Akira Hirose, Alessio Micheli
, Artur S. d'Avila Garcez, Choon Ki Ahn, Gang Pan, Hamid Reza Karimi, Jianbing Shen
, José de Jesús Rubio
, Lei Zhang, Lingjia Liu, Lorenzo Livi, Nian Zhang, Nishchal K. Verma, Pedro Antonio Gutiérrez
, Qi Tian, Qinglai Wei, Seiichi Ozawa, Stuart H. Rubin, Wei-Neng Chen, Xi Li, Xiaofeng Liao, Youmin Zhang
, Zhen Ni, Haibo He:
Editorial: Booming of Neural Networks and Learning Systems. 2-10 - Jongyoo Kim
, Anh-Duc Nguyen
, Sanghoon Lee
:
Deep CNN-Based Blind Image Quality Predictor. 11-24 - Xiucai Huang
, Yongduan Song
, Junfeng Lai:
Neuro-Adaptive Control With Given Performance Specifications for Strict Feedback Systems Under Full-State Constraints. 25-34 - Yonghong Wu
, Bin Hu, Zhi-Hong Guan
:
Consensus Problems Over Cooperation-Competition Random Switching Networks With Noisy Channels. 35-43 - Ryan A. Rossi
, Rong Zhou
, Nesreen K. Ahmed
:
Estimation of Graphlet Counts in Massive Networks. 44-57 - Ramasamy Saravanakumar
, Sreten B. Stojanovic
, Damnjan D. Radosavljevic, Choon Ki Ahn
, Hamid Reza Karimi
:
Finite-Time Passivity-Based Stability Criteria for Delayed Discrete-Time Neural Networks via New Weighted Summation Inequalities. 58-71 - Min Xiang
, Bruno Scalzo Dees, Danilo P. Mandic
:
Multiple-Model Adaptive Estimation for 3-D and 4-D Signals: A Widely Linear Quaternion Approach. 72-84 - Jiahu Qin
, Man Li
, Yang Shi
, Qichao Ma
, Wei Xing Zheng
:
Optimal Synchronization Control of Multiagent Systems With Input Saturation via Off-Policy Reinforcement Learning. 85-96 - Wei He
, Zhijun Li
, Yiting Dong
, Ting Zhao
:
Design and Adaptive Control for an Upper Limb Robotic Exoskeleton in Presence of Input Saturation. 97-108 - Chong Zhang
, Kay Chen Tan
, Haizhou Li
, Geok Soon Hong:
A Cost-Sensitive Deep Belief Network for Imbalanced Classification. 109-122 - Malu Zhang, Hong Qu
, Ammar Belatreche
, Yi Chen
, Zhang Yi
:
A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons. 123-137 - Jorge Dávila-Chacón
, Jindong Liu
, Stefan Wermter
:
Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization. 138-150 - Bingrong Xu, Qingshan Liu
, Tingwen Huang
:
A Discrete-Time Projection Neural Network for Sparse Signal Reconstruction With Application to Face Recognition. 151-162 - Dapeng Tao
, Jun Cheng
, Zhengtao Yu
, Kun Yue
, Lizhen Wang:
Domain-Weighted Majority Voting for Crowdsourcing. 163-174 - Xian Wei, Hao Shen, Yuanxiang Li
, Xuan Tang
, Fengxiang Wang, Martin Kleinsteuber
, Yi Lu Murphey:
Reconstructible Nonlinear Dimensionality Reduction via Joint Dictionary Learning. 175-189 - Paul M. Baggenstoss
:
On the Duality Between Belief Networks and Feed-Forward Neural Networks. 190-200 - Xingzhong Du
, Feiping Nie
, Weiqing Wang, Yi Yang, Xiaofang Zhou
:
Exploiting Combination Effect for Unsupervised Feature Selection by ℓ2, 0 Norm. 201-214 - Jiahu Qin
, Weiming Fu
, Yang Shi
, Huijun Gao
, Yu Kang
:
Leader-Following Practical Cluster Synchronization for Networks of Generic Linear Systems: An Event-Based Approach. 215-224 - Shuwei Huo
, Yuan Zhou
, Wei Xiang
, Sun-Yuan Kung
:
Semisupervised Learning Based on a Novel Iterative Optimization Model for Saliency Detection. 225-241 - Dongming Wang
, Mohsin Aziz
, Mohamed Helaoui
, Fadhel M. Ghannouchi:
Augmented Real-Valued Time-Delay Neural Network for Compensation of Distortions and Impairments in Wireless Transmitters. 242-254 - Min Han
, Meng Zhang
, Tie Qiu
, Meiling Xu
:
UCFTS: A Unilateral Coupling Finite-Time Synchronization Scheme for Complex Networks. 255-268 - Chuan Chen
, Jingxue Xin
, Yong Wang, Luonan Chen, Michael K. Ng
:
A Semisupervised Classification Approach for Multidomain Networks With Domain Selection. 269-283 - Nikolaos Tsapanos
, Anastasios Tefas
, Nikolaos Nikolaidis
, Ioannis Pitas:
Neurons With Paraboloid Decision Boundaries for Improved Neural Network Classification Performance. 284-294 - Yan-Jun Liu
, Shu Li
, Shaocheng Tong, C. L. Philip Chen
:
Adaptive Reinforcement Learning Control Based on Neural Approximation for Nonlinear Discrete-Time Systems With Unknown Nonaffine Dead-Zone Input. 295-305 - Yi Yang, Xiaofeng Liao
:
Filippov Hindmarsh-Rose Neuronal Model With Threshold Policy Control. 306-311 - Angshul Majumdar
:
Blind Denoising Autoencoder. 312-317 - Zenglin Xu
, Bin Liu
, Shandian Zhe, Haoli Bai, Zihan Wang
, Jennifer Neville:
Variational Random Function Model for Network Modeling. 318-324
Volume 30, Number 2, February 2019
- Stylianos I. Venieris
, Christos-Savvas Bouganis
:
fpgaConvNet: Mapping Regular and Irregular Convolutional Neural Networks on FPGAs. 326-342 - Massimiliano Luzi
, Maurizio Paschero, Antonello Rizzi
, Enrico Maiorino
, Fabio Massimo Frattale Mascioli:
A Novel Neural Networks Ensemble Approach for Modeling Electrochemical Cells. 343-354 - Wenming Cao
, Si Wu, Zhiwen Yu
, Hau-San Wong
:
Exploring Correlations Among Tasks, Clusters, and Features for Multitask Clustering. 355-368 - Liang Lan
, Zhuang Wang, Shandian Zhe, Wei Cheng
, Jun Wang, Kai Zhang
:
Scaling Up Kernel SVM on Limited Resources: A Low-Rank Linearization Approach. 369-378 - Hossam Mosbah
, Mohamed E. El-Hawary
:
Optimized Neural Network Parameters Using Stochastic Fractal Technique to Compensate Kalman Filter for Power System-Tracking-State Estimation. 379-388 - Hanwen Ning
, Guangyan Qing
, Tianhai Tian
, Xing Jian Jing
:
Online Identification of Nonlinear Stochastic Spatiotemporal System With Multiplicative Noise by Robust Optimal Control-Based Kernel Learning Method. 389-404 - Rui Zhang
, Feiping Nie
, Xuelong Li
:
Semisupervised Learning With Parameter-Free Similarity of Label and Side Information. 405-414 - Xiongbo Wan
, Zidong Wang
, Min Wu
, Xiaohui Liu:
$H_{\infty}$ State Estimation for Discrete-Time Nonlinear Singularly Perturbed Complex Networks Under the Round-Robin Protocol. 415-426 - Prayag Gowgi, Shayan Srinivasa Garani
:
Temporal Self-Organization: A Reaction-Diffusion Framework for Spatiotemporal Memories. 427-448 - Zhanyu Ma
, Yuping Lai, W. Bastiaan Kleijn
, Yi-Zhe Song, Liang Wang, Jun Guo:
Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature Modeling. 449-463 - Jiangcheng Zhu
, Jun Zhu
, Zhepei Wang
, Shan Guo, Chao Xu
:
Hierarchical Decision and Control for Continuous Multitarget Problem: Policy Evaluation With Action Delay. 464-473 - Xiangyu Chang, Yan Zhong, Yao Wang
, Shaobo Lin
:
Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares Approximation. 474-485 - Jicheng Shan
, Hang Zhang
, Weike Liu
, Qingbao Liu
:
Online Active Learning Ensemble Framework for Drifted Data Streams. 486-498 - Ruimei Zhang
, Deqiang Zeng
, Ju H. Park
, Yajuan Liu
, Shouming Zhong
:
A New Approach to Stochastic Stability of Markovian Neural Networks With Generalized Transition Rates. 499-510 - Mohammad Reza Bonyadi
, Quang Minh Tieng, David C. Reutens:
Optimization of Distributions Differences for Classification. 511-523 - Yu Kang
, Shaofeng Chen, Xuefeng Wang
, Yang Cao
:
Deep Convolutional Identifier for Dynamic Modeling and Adaptive Control of Unmanned Helicopter. 524-538 - Hongfeng Li
, Hongkai Zhao, Hong Li
:
Neural-Response-Based Extreme Learning Machine for Image Classification. 539-552 - Jiewan Zheng
, Xianbin Cao
, Baochang Zhang
, Xiantong Zhen
, Xiangbo Su:
Deep Ensemble Machine for Video Classification. 553-565 - Fanghai Zhang
, Zhigang Zeng
:
Multiple $\psi$ -Type Stability of Cohen-Grossberg Neural Networks With Both Time-Varying Discrete Delays and Distributed Delays. 566-579 - James Seale Smith
, Bo Wu
, Bogdan M. Wilamowski:
Neural Network Training With Levenberg-Marquardt and Adaptable Weight Compression. 580-587 - Haoran Chen, Yanfeng Sun
, Junbin Gao
, Yongli Hu
, Baocai Yin:
Solving Partial Least Squares Regression via Manifold Optimization Approaches. 588-600 - Shangce Gao
, Mengchu Zhou
, Yirui Wang
, Jiujun Cheng
, Hanaki Yachi, Jiahai Wang
:
Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction. 601-614 - Yifeng Li
, Youlian Pan
, Ziying Liu:
Multiclass Nonnegative Matrix Factorization for Comprehensive Feature Pattern Discovery. 615-629 - Shuyuan Yang
, Zhixi Feng, Min Wang
, Kai Zhang:
Self-Paced Learning-Based Probability Subspace Projection for Hyperspectral Image Classification. 630-635 - Lei Song
, Sing Kiong Nguang
, Dan Huang
:
Hierarchical Stability Conditions for a Class of Generalized Neural Networks With Multiple Discrete and Distributed Delays. 636-642
Volume 30, Number 3, March 2019
- Alessandro Aimar
, Hesham Mostafa, Enrico Calabrese
, Antonio Rios-Navarro
, Ricardo Tapiador-Morales
, Iulia-Alexandra Lungu, Moritz B. Milde
, Federico Corradi
, Alejandro Linares-Barranco
, Shih-Chii Liu
, Tobi Delbrück
:
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps. 644-656 - Xiao-Dong Wang, Rung-Ching Chen
, Zhi-qiang Zeng, Chaoqun Hong
, Fei Yan:
Robust Dimension Reduction for Clustering With Local Adaptive Learning. 657-669 - Manish Aggarwal
:
Learning of a Decision-Maker's Preference Zone With an Evolutionary Approach. 670-682 - Weiwei Shi
, Yihong Gong
, Xiaoyu Tao, De Cheng
, Nanning Zheng:
Fine-Grained Image Classification Using Modified DCNNs Trained by Cascaded Softmax and Generalized Large-Margin Losses. 683-694 - Zhenhua Deng
, Xiaohong Nian:
Distributed Generalized Nash Equilibrium Seeking Algorithm Design for Aggregative Games Over Weight-Balanced Digraphs. 695-706 - Haoyi Xiong
, Wei Cheng
, Jiang Bian
, Wenqing Hu
, Zeyi Sun
, Zhishan Guo
:
$\mathcal{DBSDA}$ : Lowering the Bound of Misclassification Rate for Sparse Linear Discriminant Analysis via Model Debiasing. 707-717 - Shengliang Peng
, Hanyu Jiang
, Huaxia Wang
, Hathal Alwageed
, Yu Zhou, Marjan Mazrouei Sebdani
, Yu-Dong Yao
:
Modulation Classification Based on Signal Constellation Diagrams and Deep Learning. 718-727 - Liang Zhao, Zhikui Chen
, Yi Yang
, Liang Zou
, Z. Jane Wang
:
ICFS Clustering With Multiple Representatives for Large Data. 728-738 - Yin Sheng
, Frank L. Lewis
, Zhigang Zeng
:
Exponential Stabilization of Fuzzy Memristive Neural Networks With Hybrid Unbounded Time-Varying Delays. 739-750 - Yuankai Wu, Huachun Tan
, Yong Li
, Jian Zhang
, Xiaoxuan Chen:
A Fused CP Factorization Method for Incomplete Tensors. 751-764 - Fanghui Liu
, Xiaolin Huang
, Chen Gong
, Jie Yang
, Johan A. K. Suykens
:
Indefinite Kernel Logistic Regression With Concave-Inexact-Convex Procedure. 765-776 - Chenguang Yang
, Chuize Chen, Wei He
, Rongxin Cui
, Zhijun Li
:
Robot Learning System Based on Adaptive Neural Control and Dynamic Movement Primitives. 777-787 - Hanyang Peng
, Cheng-Lin Liu
:
Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss. 788-802 - Qing Liu
, Franck Davoine
, Jian Yang
, Ying Cui, Zhong Jin
, Fei Han:
A Fast and Accurate Matrix Completion Method Based on QR Decomposition and $L_{2, 1}$ -Norm Minimization. 803-817 - Fang Liu
, Licheng Jiao, Xu Tang
, Shuyuan Yang
, Wenping Ma
, Biao Hou
:
Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images. 818-833 - Keze Wang
, Liang Lin
, Xiaopeng Yan, Ziliang Chen
, Dongyu Zhang
, Lei Zhang
:
Cost-Effective Object Detection: Active Sample Mining With Switchable Selection Criteria. 834-850 - Ming Yin
, Junbin Gao
, Shengli Xie
, Yi Guo
:
Multiview Subspace Clustering via Tensorial t-Product Representation. 851-864 - Junxiu Liu
, Liam McDaid, Jim Harkin
, Shvan Karim, Anju P. Johnson
, Alan G. Millard
, James A. Hilder, David M. Halliday, Andy M. Tyrrell, Jon Timmis
:
Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network. 865-875 - Yiu-ming Cheung
, Yiqun Zhang
:
Fast and Accurate Hierarchical Clustering Based on Growing Multilayer Topology Training. 876-890 - Jian Li
, Yunong Zhang
, Mingzhi Mao
:
General Square-Pattern Discretization Formulas via Second-Order Derivative Elimination for Zeroing Neural Network Illustrated by Future Optimization. 891-901 - Angelo Alessandri
, Patrizia Bagnerini
, Mauro Gaggero
:
Optimal Control of Propagating Fronts by Using Level Set Methods and Neural Approximations. 902-912 - Ramasamy Saravanakumar
, Hyung Soo Kang, Choon Ki Ahn
, Xiaojie Su
, Hamid Reza Karimi
:
Robust Stabilization of Delayed Neural Networks: Dissipativity-Learning Approach. 913-922 - Mohammadreza Mohaghegh Neyshabouri
, Kaan Gökcesu
, Hakan Gökcesu
, Huseyin Ozkan
, Suleyman Serdar Kozat:
Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures. 923-937 - Weinan Gao
, Zhong-Ping Jiang
:
Adaptive Optimal Output Regulation of Time-Delay Systems via Measurement Feedback. 938-945 - Nikolaos Passalis
, Anastasios Tefas
:
Unsupervised Knowledge Transfer Using Similarity Embeddings. 946-950 - Xinsong Yang
, Qiang Song, Jinde Cao
, Jianquan Lu
:
Synchronization of Coupled Markovian Reaction-Diffusion Neural Networks With Proportional Delays Via Quantized Control. 951-958 - Yunong Zhang
, Huihui Gong, Min Yang
, Jian Li
, Xuyun Yang:
Stepsize Range and Optimal Value for Taylor-Zhang Discretization Formula Applied to Zeroing Neurodynamics Illustrated via Future Equality-Constrained Quadratic Programming. 959-966
Volume 30, Number 4, April 2019
- Antonia Creswell
, Anil Anthony Bharath
:
Denoising Adversarial Autoencoders. 968-984 - Dongdong Cheng
, Qingsheng Zhu
, Jinlong Huang, Quanwang Wu
, Lijun Yang
:
A Novel Cluster Validity Index Based on Local Cores. 985-999 - Yonggang Chen
, Zidong Wang
, Bo Shen
, Hongli Dong
:
Exponential Synchronization for Delayed Dynamical Networks via Intermittent Control: Dealing With Actuator Saturations. 1000-1012 - Chunjie Zhang
, Jian Cheng
, Qi Tian
:
Semantically Modeling of Object and Context for Categorization. 1013-1024 - Liangliang Li
, Xin Wang
, Chuandong Li
, Yuming Feng
:
Exponential Synchronizationlike Criterion for State-Dependent Impulsive Dynamical Networks. 1025-1033 - Elise Epaillard
, Nizar Bouguila
:
Variational Bayesian Learning of Generalized Dirichlet-Based Hidden Markov Models Applied to Unusual Events Detection. 1034-1047 - Ming-Kai Jiau
, Shih-Chia Huang
:
Self-Organizing Neuroevolution for Solving Carpool Service Problem With Dynamic Capacity to Alternate Matches. 1048-1060 - Ping Li
, Jiashi Feng
, Xiaojie Jin, Luming Zhang
, Xianghua Xu
, Shuicheng Yan:
Online Robust Low-Rank Tensor Modeling for Streaming Data Analysis. 1061-1075 - Ben Niu
, Ding Wang
, Naif D. Alotaibi, Fuad E. Alsaadi
:
Adaptive Neural State-Feedback Tracking Control of Stochastic Nonlinear Switched Systems: An Average Dwell-Time Method. 1076-1087 - Hualong Yu
, Xibei Yang, Shang Zheng, Changyin Sun
:
Active Learning From Imbalanced Data: A Solution of Online Weighted Extreme Learning Machine. 1088-1103 - Youlu Xing
, Xiaofeng Shi
, Furao Shen
, Jinxi Zhao, Jingxin Pan, Ah-Hwee Tan
:
Perception Coordination Network: A Neuro Framework for Multimodal Concept Acquisition and Binding. 1104-1118 - Dong Shen
, Jianxin Xu
:
Adaptive Learning Control for Nonlinear Systems With Randomly Varying Iteration Lengths. 1119-1132 - Xiaozhao Fang
, Na Han
, Wai Keung Wong
, Shaohua Teng
, Jigang Wu
, Shengli Xie
, Xuelong Li
:
Flexible Affinity Matrix Learning for Unsupervised and Semisupervised Classification. 1133-1149 - Zengjie Song
, Jiangshe Zhang, Guang Shi, Junmin Liu:
Fast Inference Predictive Coding: A Novel Model for Constructing Deep Neural Networks. 1150-1165 - Cyril de Bodt
, Dounia Mulders
, Michel Verleysen
, John Aldo Lee
:
Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations. 1166-1179 - Wan-Yu Deng
, Amaury Lendasse, Yew-Soon Ong
, Ivor Wai-Hung Tsang
, Lin Chen, Qing-Hua Zheng:
Domain Adaption via Feature Selection on Explicit Feature Map. 1180-1190 - C. L. Philip Chen
, Zhulin Liu
, Feng Shuang
:
Universal Approximation Capability of Broad Learning System and Its Structural Variations. 1191-1204 - Liu Liu
, Ji Liu, Dacheng Tao
:
Dualityfree Methods for Stochastic Composition Optimization. 1205-1217 - David Reverter Valeiras
, Xavier Clady, Sio-Hoi Ieng
, Ryad Benosman
:
Event-Based Line Fitting and Segment Detection Using a Neuromorphic Visual Sensor. 1218-1230 - Abeegithan Jeyasothy
, Suresh Sundaram
, Narasimhan Sundararajan
:
SEFRON: A New Spiking Neuron Model With Time-Varying Synaptic Efficacy Function for Pattern Classification. 1231-1240 - Lu Liu
, Dan Wang
, Zhouhua Peng
, C. L. Philip Chen
, Tieshan Li
:
Bounded Neural Network Control for Target Tracking of Underactuated Autonomous Surface Vehicles in the Presence of Uncertain Target Dynamics. 1241-1249 - Yi Yu
, Suhua Tang
, Kiyoharu Aizawa
, Akiko Aizawa:
Category-Based Deep CCA for Fine-Grained Venue Discovery From Multimodal Data. 1250-1258 - Kui Yu
, Huanhuan Chen
:
Markov Boundary-Based Outlier Mining. 1259-1264 - Qi Wang
, Zequn Qin, Feiping Nie
, Xuelong Li
:
Spectral Embedded Adaptive Neighbors Clustering. 1265-1271 - Terry Windeatt
, Cemre Zor
, Necati Cihan Camgöz
:
Approximation of Ensemble Boundary Using Spectral Coefficients. 1272-1277 - Gyeong-Moon Park
, Jae-Woo Choi
, Jong-Hwan Kim
:
Developmental Resonance Network. 1278-1284
Volume 30, Number 5, May 2019
- Kelli D. Humbird
, J. Luc Peterson, Ryan G. McClarren:
Deep Neural Network Initialization With Decision Trees. 1286-1295 - Bin Xu
, Yingxin Shou
, Jun Luo, Huayan Pu
, Zhongke Shi:
Neural Learning Control of Strict-Feedback Systems Using Disturbance Observer. 1296-1307 - Jinna Li
, Tianyou Chai
, Frank L. Lewis
, Zhengtao Ding
, Yi Jiang
:
Off-Policy Interleaved $Q$ -Learning: Optimal Control for Affine Nonlinear Discrete-Time Systems. 1308-1320 - Pengfei Wei
, Yiping Ke
, Chi Keong Goh
:
Feature Analysis of Marginalized Stacked Denoising Autoenconder for Unsupervised Domain Adaptation. 1321-1334 - Linyan Gu, Jianfeng Huang
, Lihua Yang
:
On the Representational Power of Restricted Boltzmann Machines for Symmetric Functions and Boolean Functions. 1335-1347 - Dongrui Wu
:
Pool-Based Sequential Active Learning for Regression. 1348-1359 - Xiao-Bo Jin
, Xu-Yao Zhang
, Kaizhu Huang
, Guang-Gang Geng
:
Stochastic Conjugate Gradient Algorithm With Variance Reduction. 1360-1369 - Badong Chen
, Lei Xing
, Nanning Zheng, José C. Príncipe:
Quantized Minimum Error Entropy Criterion. 1370-1380 - Jingjing Li
, Ke Lu
, Zi Huang
, Lei Zhu
, Heng Tao Shen
:
Heterogeneous Domain Adaptation Through Progressive Alignment. 1381-1391