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IEEE Transactions on Neural Networks and Learning Systems, Volume 31
Volume 31, Number 1, January 2020
- Haibo He:
Editorial: Another Successful Year and Looking Forward to 2020. 2-3 - Olga Krestinskaya
, Alex Pappachen James
Neuromemristive Circuits for Edge Computing: A Review. 4-23 - Gouhei Tanaka
Spatially Arranged Sparse Recurrent Neural Networks for Energy Efficient Associative Memory. 24-38 - Yiqun Zhang
A Unified Entropy-Based Distance Metric for Ordinal-and-Nominal-Attribute Data Clustering. 39-52 - Wooseok Yi, Junki Park, Jae-Joon Kim
GeCo: Classification Restricted Boltzmann Machine Hardware for On-Chip Semisupervised Learning and Bayesian Inference. 53-65 - Yan-Jun Liu
Adaptive Neural Network Learning Controller Design for a Class of Nonlinear Systems With Time-Varying State Constraints. 66-75 - Biao Luo
Event-Triggered Optimal Control With Performance Guarantees Using Adaptive Dynamic Programming. 76-88 - Yu Hui, Ronghu Chi
3-D Learning-Enhanced Adaptive ILC for Iteration-Varying Formation Tasks. 89-99 - Lukas Gonon
Reservoir Computing Universality With Stochastic Inputs. 100-112 - Panteleimon Chriskos
Automatic Sleep Staging Employing Convolutional Neural Networks and Cortical Connectivity Images. 113-123 - Ming-Hsiang Su
Cell-Coupled Long Short-Term Memory With L-Skip Fusion Mechanism for Mood Disorder Detection Through Elicited Audiovisual Features. 124-135 - Abdul Saleem Mir
Self-Tuning Neural Predictive Control Scheme for Ultrabattery to Emulate a Virtual Synchronous Machine in Autonomous Power Systems. 136-147 - Shuangming Yang, Bin Deng
Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons. 148-162 - Haiyu Song
Set-Membership Estimation for Complex Networks Subject to Linear and Nonlinear Bounded Attacks. 163-173 - François Rivest
A New Timing Error Cost Function for Binary Time Series Prediction. 174-185 - Yinghuan Shi
Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis. 186-200 - Antonio Díaz Ramos
The Forbidden Region Self-Organizing Map Neural Network. 201-211 - Qing-Yuan Xu
HONN-Based Adaptive ILC for Pure-Feedback Nonaffine Discrete-Time Systems With Unknown Control Directions. 212-224 - Huifang Min
Further Results on Adaptive Stabilization of High-Order Stochastic Nonlinear Systems Subject to Uncertainties. 225-234 - Haifeng Niu, Chandreyee Bhowmick
Attack Detection and Approximation in Nonlinear Networked Control Systems Using Neural Networks. 235-245 - Ping Zhong
Multiple Instance Learning for Multiple Diverse Hyperspectral Target Characterizations. 246-258 - Chaoxu Mu
Learning-Based Robust Tracking Control of Quadrotor With Time-Varying and Coupling Uncertainties. 259-273 - Wei Huang
A Time Wave Neural Network Framework for Solving Time-Dependent Project Scheduling Problems. 274-283 - Xuan Zhang, Lei Jiao
A Conclusive Analysis of the Finite-Time Behavior of the Discretized Pursuit Learning Automaton. 284-294 - Weidi Xu
Semisupervised Text Classification by Variational Autoencoder. 295-308 - Zhe Yang
A Novel Concept Drift Detection Method for Incremental Learning in Nonstationary Environments. 309-320 - Zhong Ji
Attribute-Guided Network for Cross-Modal Zero-Shot Hashing. 321-330 - Janusz A. Starzyk
Associative Memories With Synaptic Delays. 331-344 - Davide Bacciu
Augmenting Recurrent Neural Networks Resilience by Dropout. 345-351 - Masaki Kobayashi
Noise Robust Projection Rule for Hyperbolic Hopfield Neural Networks. 352-356
Volume 31, Number 2, February 2020
- Balint Petro
Selection and Optimization of Temporal Spike Encoding Methods for Spiking Neural Networks. 358-370 - Massimiliano Luzi
A White-Box Equivalent Neural Network Circuit Model for SoC Estimation of Electrochemical Cells. 371-382 - Shuhui Jiang
Deep Decision Tree Transfer Boosting. 383-395 - Amir Parviz Valadbeigi
H∞ Static Output-Feedback Control Design for Discrete-Time Systems Using Reinforcement Learning. 396-406 - Fei Gao, Weisheng Chen
Neural Network-Based Distributed Cooperative Learning Control for Multiagent Systems via Event-Triggered Communication. 407-419 - Mohsen Khalili
Distributed Fault-Tolerant Control of Multiagent Systems: An Adaptive Learning Approach. 420-432 - Xiaowei Zhao
Joint Principal Component and Discriminant Analysis for Dimensionality Reduction. 433-444 - Min Gan
Term Selection for a Class of Separable Nonlinear Models. 445-451 - Hongwei Chen
Local Synchronization of Interconnected Boolean Networks With Stochastic Disturbances. 452-463 - Soheila Nazari
Information Transmitted From Bioinspired Neuron-Astrocyte Network Improves Cortical Spiking Network's Pattern Recognition Performance. 464-474 - Delin Hu
Flow Adversarial Networks: Flowrate Prediction for Gas-Liquid Multiphase Flows Across Different Domains. 475-487 - Xiangyu Deng
PCNN Mechanism and its Parameter Settings. 488-501 - Han Bao
Hidden Bursting Firings and Bifurcation Mechanisms in Memristive Neuron Model With Threshold Electromagnetic Induction. 502-511 - Anis Yazidi
The Hierarchical Continuous Pursuit Learning Automation: A Novel Scheme for Environments With Large Numbers of Actions. 512-526 - Rui Wang
Greedy Projected Gradient-Newton Method for Sparse Logistic Regression. 527-538 - Lyes Saad Saoud
Metacognitive Octonion-Valued Neural Networks as They Relate to Time Series Analysis. 539-548 - Shuping He
Adaptive Optimal Control for a Class of Nonlinear Systems: The Online Policy Iteration Approach. 549-558 - Guan-Ju Peng
Joint and Direct Optimization for Dictionary Learning in Convolutional Sparse Representation. 559-573 - Shaohui Lin
Toward Compact ConvNets via Structure-Sparsity Regularized Filter Pruning. 574-588 - Kan Xie
Eliminating the Permutation Ambiguity of Convolutive Blind Source Separation by Using Coupled Frequency Bins. 589-599 - Zhiqiang Tao
Marginalized Multiview Ensemble Clustering. 600-611 - Tianyu Hu
Distribution-Free Probability Density Forecast Through Deep Neural Networks. 612-625 - Fang He
Fast Semisupervised Learning With Bipartite Graph for Large-Scale Data. 626-638 - Ning Li, Wei Xing Zheng
Passivity Analysis for Quaternion-Valued Memristor-Based Neural Networks With Time-Varying Delay. 639-650 - Andrey V. Savchenko
Probabilistic Neural Network With Complex Exponential Activation Functions in Image Recognition. 651-660 - Jun Yu
Spatial Pyramid-Enhanced NetVLAD With Weighted Triplet Loss for Place Recognition. 661-674 - Jun Chen, Ju H. Park
Stability Analysis for Delayed Neural Networks With an Improved General Free-Matrix-Based Integral Inequality. 675-684 - Yan Luo
G-Softmax: Improving Intraclass Compactness and Interclass Separability of Features. 685-699 - Guodong Zhang
Stabilization of Second-Order Memristive Neural Networks With Mixed Time Delays via Nonreduced Order. 700-706
Volume 31, Number 3, March 2020
- Dat Thanh Tran
Heterogeneous Multilayer Generalized Operational Perceptron. 710-724 - Xiaojun Chen
LABIN: Balanced Min Cut for Large-Scale Data. 725-736 - Jiayu Han
Adaptive Deep Modeling of Users and Items Using Side Information for Recommendation. 737-748 - Jicong Fan
Exactly Robust Kernel Principal Component Analysis. 749-761 - Hao Shen
Distributed Dissipative State Estimation for Markov Jump Genetic Regulatory Networks Subject to Round-Robin Scheduling. 762-771 - Simon Wiedemann
Compact and Computationally Efficient Representation of Deep Neural Networks. 772-785 - Zhengming Li
Discriminative Fisher Embedding Dictionary Learning Algorithm for Object Recognition. 786-800 - Xinxing Wu
Stability-Based Generalization Analysis of Distributed Learning Algorithms for Big Data. 801-812 - Zhibin Quan
Recurrent Neural Networks With External Addressable Long-Term and Working Memory for Learning Long-Term Dependences. 813-826 - Giuseppe Carlo Calafiore
Log-Sum-Exp Neural Networks and Posynomial Models for Convex and Log-Log-Convex Data. 827-838 - Hongxin Wang
A Robust Visual System for Small Target Motion Detection Against Cluttered Moving Backgrounds. 839-853 - Carlos J. Vega
Trajectory Tracking on Uncertain Complex Networks via NN-Based Inverse Optimal Pinning Control. 854-864 - Gonzalo Nápoles
Nonsynaptic Error Backpropagation in Long-Term Cognitive Networks. 865-875 - Jia Liu, Maoguo Gong
Bipartite Differential Neural Network for Unsupervised Image Change Detection. 876-890 - Xin Wang
A Switched Operation Approach to Sampled-Data Control Stabilization of Fuzzy Memristive Neural Networks With Time-Varying Delay. 891-900 - Tong Yang
Neural Network-Based Adaptive Antiswing Control of an Underactuated Ship-Mounted Crane With Roll Motions and Input Dead Zones. 901-914 - Chun-Na Li
Robust and Sparse Linear Discriminant Analysis via an Alternating Direction Method of Multipliers. 915-926 - Qibin Zheng
From Whole to Part: Reference-Based Representation for Clustering Categorical Data. 927-937 - Alessandro Betti
Cognitive Action Laws: The Case of Visual Features. 938-949 - Jeremias B. Machado, Sidney N. Givigi
Convolutional Neural Networks as Asymmetric Volterra Models Based on Generalized Orthonormal Basis Functions. 950-959 - Wen Sun
Synchronization of the Networked System With Continuous and Impulsive Hybrid Communications. 960-971 - Huanqing Wang
Adaptive Neural Output-Feedback Decentralized Control for Large-Scale Nonlinear Systems With Stochastic Disturbances. 972-983 - Haoliang Li
Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization. 984-996 - Jia Jia
Global Stabilization of Fractional-Order Memristor-Based Neural Networks With Time Delay. 997-1009 - Qikun Shen
Neural Networks-Based Distributed Adaptive Control of Nonlinear Multiagent Systems. 1010-1021 - Yang Liu
Constrained Quaternion-Variable Convex Optimization: A Quaternion-Valued Recurrent Neural Network Approach. 1022-1035 - Wencheng Zou
Consensus Tracking Control of Switched Stochastic Nonlinear Multiagent Systems via Event-Triggered Strategy. 1036-1045 - Bowen Li, Yang Liu
The Robustness of Outputs With Respect to Disturbances for Boolean Control Networks. 1046-1051 - Tairen Sun
Composite Learning Enhanced Robot Impedance Control. 1052-1059 - Lin Lin
Robust Event-Triggered Control Invariance of Probabilistic Boolean Control Networks. 1060-1065 - Abdul Wahab
Comments on "Fractional Extreme Value Adaptive Training Method: Fractional Steepest Descent Approach". 1066-1068
Volume 31, Number 4, April 2020
- Zongsheng Yue, Hongwei Yong
Robust Multiview Subspace Learning With Nonindependently and Nonidentically Distributed Complex Noise. 1070-1083 - Matthew D. Egbert
Where Computation and Dynamics Meet: Heteroclinic Network-Based Controllers in Evolutionary Robotics. 1084-1097 - Li Wang
Learning Low-Dimensional Latent Graph Structures: A Density Estimation Approach. 1098-1112 - Samuel N. Pagliarini
A Probabilistic Synapse With Strained MTJs for Spiking Neural Networks. 1113-1123 - Ozan Irsoy
Continuously Constructive Deep Neural Networks. 1124-1133 - Yuxin Wen
Performance Evaluation of Probabilistic Methods Based on Bootstrap and Quantile Regression to Quantify PV Power Point Forecast Uncertainty. 1134-1144 - Jiasen Wang
Task Assignment for Multivehicle Systems Based on Collaborative Neurodynamic Optimization. 1145-1154 - Seaar Al Dabooni
An Improved N-Step Value Gradient Learning Adaptive Dynamic Programming Algorithm for Online Learning. 1155-1169 - Qiongxia Yu, Zhongsheng Hou, Xuhui Bu, Qiongfang Yu:
RBFNN-Based Data-Driven Predictive Iterative Learning Control for Nonaffine Nonlinear Systems. 1170-1182 - Fabien Lauer
Error Bounds for Piecewise Smooth and Switching Regression. 1183-1195 - Dong Shen
Performance Enhancement of Learning Tracking Systems Over Fading Channels With Multiplicative and Additive Randomness. 1196-1210 - Rakesh Kumar
Projective Synchronization of Delayed Neural Networks With Mismatched Parameters and Impulsive Effects. 1211-1221 - Yang Liu
Direct Adaptive Preassigned Finite-Time Control With Time-Delay and Quantized Input Using Neural Network. 1222-1231 - Yingqi Zhang
Event-Based Dissipative Analysis for Discrete Time-Delay Singular Jump Neural Networks. 1232-1241 - Yanan Sun
Completely Automated CNN Architecture Design Based on Blocks. 1242-1254 - Seaar Al Dabooni
Online Model-Free n-Step HDP With Stability Analysis. 1255-1269 - Kaixin Lu
Event-Triggered Neural Control of Nonlinear Systems With Rate-Dependent Hysteresis Input Based on a New Filter. 1270-1284 - Chaofei Hong
Training Spiking Neural Networks for Cognitive Tasks: A Versatile Framework Compatible With Various Temporal Codes. 1285-1296 - Yundi Chu
Adaptive Global Sliding-Mode Control for Dynamic Systems Using Double Hidden Layer Recurrent Neural Network Structure. 1297-1309 - Hangyu Zhu, Yaochu Jin
Multi-Objective Evolutionary Federated Learning. 1310-1322 - Guangming Zhu
Redundancy and Attention in Convolutional LSTM for Gesture Recognition. 1323-1335 - Qian Zhao
Multilinear Multitask Learning by Rank-Product Regularization. 1336-1350 - Sihang Zhou
Multiple Kernel Clustering With Neighbor-Kernel Subspace Segmentation. 1351-1362 - Xinjie Wang
Evolving Local Plasticity Rules for Synergistic Learning in Echo State Networks. 1363-1374 - Bin Xu
Composite Neural Learning-Based Nonsingular Terminal Sliding Mode Control of MEMS Gyroscopes. 1375-1386 - Kaixiang Yang
Hybrid Classifier Ensemble for Imbalanced Data. 1387-1400 - Haibin Sun
Adaptive Decentralized Neural Network Tracking Control for Uncertain Interconnected Nonlinear Systems With Input Quantization and Time Delay. 1401-1409 - Piyush Kaul
Riemannian Curvature of Deep Neural Networks. 1410-1416 - Pengfei Ge
Dual Adversarial Autoencoders for Clustering. 1417-1424
Volume 31, Number 5, May 2020
- Ju-Youn Park
Online Incremental Classification Resonance Network and Its Application to Human-Robot Interaction. 1426-1436 - Conghui Zheng
Multimodal Deep Network Embedding With Integrated Structure and Attribute Information. 1437-1449 - Xiao-Meng Li, Bin Zhang
Finite-Horizon $H_{\infty}$ State Estimation for Periodic Neural Networks Over Fading Channels. 1450-1460 - Nanjun He
Skip-Connected Covariance Network for Remote Sensing Scene Classification. 1461-1474 - Xin Yu
A Novel Neural Network for Solving Nonsmooth Nonconvex Optimization Problems. 1475-1488 - Guoliang Chen
Estimation of Domain of Attraction for Aperiodic Sampled-Data Switched Delayed Neural Networks Subject to Actuator Saturation. 1489-1503 - Sabri Arik
New Criteria for Stability of Neutral-Type Neural Networks With Multiple Time Delays. 1504-1513 - Yongliang Tang
Deep Inception-Residual Laplacian Pyramid Networks for Accurate Single-Image Super-Resolution. 1514-1528 - Weiying Xie
Hyperspectral Pansharpening With Deep Priors. 1529-1543 - Yidi Wang
A Training Data Set Cleaning Method by Classification Ability Ranking for the $k$ -Nearest Neighbor Classifier. 1544-1556 - Xiao-Fang Liu
Neural Network-Based Information Transfer for Dynamic Optimization. 1557-1570 - Wenchao Meng
Distributed Synchronization Control of Nonaffine Multiagent Systems With Guaranteed Performance. 1571-1580 - Kai Zhong
Fault Diagnosis of Complex Processes Using Sparse Kernel Local Fisher Discriminant Analysis. 1581-1591 - Runwu Zhou
Person Reidentification via Multi-Feature Fusion With Adaptive Graph Learning. 1592-1601 - Samer S. Saab
Multidimensional Gains for Stochastic Approximation. 1602-1615 - Junhui Zhang, Anni Li
Stabilization of Mode-Dependent Impulsive Hybrid Systems Driven by DFA With Mixed-Mode Effects. 1616-1625 - Haiyang Li
Minimization of Fraction Function Penalty in Compressed Sensing. 1626-1637 - Sen Jia
Cascade Superpixel Regularized Gabor Feature Fusion for Hyperspectral Image Classification. 1638-1652 - Risheng Liu
Knowledge-Driven Deep Unrolling for Robust Image Layer Separation. 1653-1666 - Feng Xie
An Efficient Entropy-Based Causal Discovery Method for Linear Structural Equation Models With IID Noise Variables. 1667-1680 - Xuefei Zhe
Deep Class-Wise Hashing: Semantics-Preserving Hashing via Class-Wise Loss. 1681-1695 - Mahdi Khodayar
Energy Disaggregation via Deep Temporal Dictionary Learning. 1696-1709 - Mitchel Alioscha-Pérez
SVRG-MKL: A Fast and Scalable Multiple Kernel Learning Solution for Features Combination in Multi-Class Classification Problems. 1710-1723 - Wei Liu
Cooperative Adaptive Output Regulation for Lower Triangular Nonlinear Multi-Agent Systems Subject to Jointly Connected Switching Networks. 1724-1734 - Wei He
Disturbance Observer-Based Neural Network Control of Cooperative Multiple Manipulators With Input Saturation. 1735-1746 - Kaixuan Chen
A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition. 1747-1756 - Wencheng Zou
Finite-Time Consensus of Second-Order Switched Nonlinear Multi-Agent Systems. 1757-1762 - Raghavan Krishnan
Direct Error-Driven Learning for Deep Neural Networks With Applications to Big Data. 1763-1770 - Bo Liu
Distributed Training for Multi-Layer Neural Networks by Consensus. 1771-1778
Volume 31, Number 6, June 2020
- Ying Ma
A Taxonomy for Neural Memory Networks. 1780-1793 - Xueyang Fu
Lightweight Pyramid Networks for Image Deraining. 1794-1807 - Dan Yang
Design of State-Dependent Switching Laws for Stability of Switched Stochastic Neural Networks With Time-Delays. 1808-1819 - Xuesong Wang
Approximate Policy-Based Accelerated Deep Reinforcement Learning. 1820-1830 - Shaolin Tan
Graphical Nash Equilibria and Replicator Dynamics on Complex Networks. 1831-1842 - Daqi Liu
Deep Spiking Neural Network for Video-Based Disguise Face Recognition Based on Dynamic Facial Movements. 1843-1855 - Daniele Grattarola
Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds. 1856-1869 - Zhi Wang
Incremental Reinforcement Learning in Continuous Spaces via Policy Relaxation and Importance Weighting. 1870-1883 - Xin Su
Generative Memory for Lifelong Learning. 1884-1898 - Xiaoping Lai
A Maximally Split and Relaxed ADMM for Regularized Extreme Learning Machines. 1899-1913 - Sitian Qin
Multistability of Almost Periodic Solution for Memristive Cohen-Grossberg Neural Networks With Mixed Delays. 1914-1926 - Kan Xie
Adaptive Neural Quantized Control for a Class of MIMO Switched Nonlinear Systems With Asymmetric Actuator Dead-Zone. 1927-1941 - Chang Liu
Optimal Power Management Based on Q-Learning and Neuro-Dynamic Programming for Plug-in Hybrid Electric Vehicles. 1942-1954 - Jun Hu
Variance-Constrained Recursive State Estimation for Time-Varying Complex Networks With Quantized Measurements and Uncertain Inner Coupling. 1955-1967 - Min Wang
Event-Based Adaptive Neural Tracking Control for Discrete-Time Stochastic Nonlinear Systems: A Triggering Threshold Compensation Strategy. 1968-1981 - Chengda Lu
Stubborn State Estimation for Delayed Neural Networks Using Saturating Output Errors. 1982-1994 - Ziqiang Xu
Impulsive Consensus of Nonlinear Multi-Agent Systems via Edge Event-Triggered Control. 1995-2004 - Kui Yu
Learning Markov Blankets From Multiple Interventional Data Sets. 2005-2019 - Youshen Xia
Two Projection Neural Networks With Reduced Model Complexity for Nonlinear Programming. 2020-2029 - Jiachen Yang
Precise Measurement of Position and Attitude Based on Convolutional Neural Network and Visual Correspondence Relationship. 2030-2041 - Mathias Thor
Error-Based Learning Mechanism for Fast Online Adaptation in Robot Motor Control. 2042-2051 - Xiaoqiang Lu
Discrete Deep Hashing With Ranking Optimization for Image Retrieval. 2052-2063 - Haoran Li
Deep Reinforcement Learning-Based Automatic Exploration for Navigation in Unknown Environment. 2064-2076 - Ziquan Yu
Distributed Finite-Time Fault-Tolerant Containment Control for Multiple Unmanned Aerial Vehicles. 2077-2091 - Deqiang Zeng
Pinning Synchronization of Directed Coupled Reaction-Diffusion Neural Networks With Sampled-Data Communications. 2092-2103 - Xiangyu Wang
Distributed Optimization for Disturbed Second-Order Multiagent Systems Based on Active Antidisturbance Control. 2104-2117 - Noureddine Kermiche
Contrastive Hebbian Feedforward Learning for Neural Networks. 2118-2128 - Rongjian Liu, Jianquan Lu
Output Feedback Control for Set Stabilization of Boolean Control Networks. 2129-2139 - Hui Liu, Xiaohua Li
Adaptive Neural Network Prescribed Performance Bounded- $H_{\infty}$ Tracking Control for a Class of Stochastic Nonlinear Systems. 2140-2152 - Shuangyan Yi
Adaptive Weighted Sparse Principal Component Analysis for Robust Unsupervised Feature Selection. 2153-2163 - Kuan-Hung Shih
Real-Time Object Detection With Reduced Region Proposal Network via Multi-Feature Concatenation. 2164-2173 - Anh-Huy Phan
Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. 2174-2188 - Cheng Deng
Two-Stream Deep Hashing With Class-Specific Centers for Supervised Image Search. 2189-2201 - Mitsuru Toyoda
On Optimal Time-Varying Feedback Controllability for Probabilistic Boolean Control Networks. 2202-2208 - Jing-Jing Xiong
Improved Sliding Mode Control for Finite-Time Synchronization of Nonidentical Delayed Recurrent Neural Networks. 2209-2216 - Majid Mohammadi
A Projection Neural Network for the Generalized Lasso. 2217-2221 - Forrest Sheldon, Pietro Cicotti, Fabio L. Traversa, Massimiliano Di Ventra
Stress-Testing Memcomputing on Hard Combinatorial Optimization Problems. 2222-2226 - John Sum
A Limitation of Gradient Descent Learning. 2227-2232
Volume 31, Number 7, July 2020
- Weiwei Liu
Guest Editorial Special Issue on Structured Multi-Output Learning: Modeling, Algorithm, Theory, and Applications. 2236-2239 - Zhanyu Ma
Insights Into Multiple/Single Lower Bound Approximation for Extended Variational Inference in Non-Gaussian Structured Data Modeling. 2240-2254 - Kai Chen
Multioutput Convolution Spectral Mixture for Gaussian Processes. 2255-2266 - Bo-Jian Hou
Learning With Interpretable Structure From Gated RNN. 2267-2279 - Jorge Gonzalez-Lopez, Sebastián Ventura
Distributed Selection of Continuous Features in Multilabel Classification Using Mutual Information. 2280-2293 - Changsheng Li
Reconstruction Regularized Deep Metric Learning for Multi-Label Image Classification. 2294-2303 - Joey Tianyi Zhou
RoSeq: Robust Sequence Labeling. 2304-2314 - Tong Wei
Does Tail Label Help for Large-Scale Multi-Label Learning? 2315-2324 - Huiting Hong
GANE: A Generative Adversarial Network Embedding. 2325-2335 - Yuhui Zheng
Dynamically Spatiotemporal Regularized Correlation Tracking. 2336-2347 - Yazhou Yao
Exploiting Web Images for Multi-Output Classification: From Category to Subcategories. 2348-2360 - Haofeng Zhang
A Probabilistic Zero-Shot Learning Method via Latent Nonnegative Prototype Synthesis of Unseen Classes. 2361-2375 - Qinbin Li
Adaptive Kernel Value Caching for SVM Training. 2376-2386 - Zengmao Wang
Domain Adaptation With Neural Embedding Matching. 2387-2397 - Zheng-Jun Zha
Robust Deep Co-Saliency Detection With Group Semantic and Pyramid Attention. 2398-2408 - Donna Xu
Survey on Multi-Output Learning. 2409-2429 - Min Chen
Label-less Learning for Emotion Cognition. 2430-2440 - Xixian Chen
Effective Data-Aware Covariance Estimator From Compressed Data. 2441-2454 - Tianyu Guo, Chang Xu
Robust Student Network Learning. 2455-2468 - Yaser Keneshloo
Deep Reinforcement Learning for Sequence-to-Sequence Models. 2469-2489 - Venkataraman Santhanam
A Generic Improvement to Deep Residual Networks Based on Gradient Flow. 2490-2499 - Xiaobai Liu
Learning Semisupervised Multilabel Fully Convolutional Network for Hierarchical Object Parsing. 2500-2509 - Yuheng Jia
Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization. 2510-2521 - Nam H. Nguyen, Elizabeth C. Behrman
Benchmarking Neural Networks For Quantum Computations. 2522-2531 - Yongming Li
Adaptive Neural Network Finite-Time Control for Multi-Input and Multi-Output Nonlinear Systems With Positive Powers of Odd Rational Numbers. 2532-2543 - Songtao Liu
Pay Attention to Them: Deep Reinforcement Learning-Based Cascade Object Detection. 2544-2556 - Wei Tao
The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization. 2557-2568 - Weihua Zhao
Debiasing and Distributed Estimation for High-Dimensional Quantile Regression. 2569-2577 - Jiliang Zhang
Adversarial Examples: Opportunities and Challenges. 2578-2593 - Jing Chai
Large Margin Partial Label Machine. 2594-2608 - Peng Wu
A Deep One-Class Neural Network for Anomalous Event Detection in Complex Scenes. 2609-2622 - Mingjin Zhang, Nannan Wang
Neural Probabilistic Graphical Model for Face Sketch Synthesis. 2623-2637 - Zhe-Cheng Fan
Backpropagation With $N$ -D Vector-Valued Neurons Using Arbitrary Bilinear Products. 2638-2652 - Junying Chen
Mask Dynamic Routing to Combined Model of Deep Capsule Network and U-Net. 2653-2664 - Ching-Yun Ko
Deep Model Compression and Inference Speedup of Sum-Product Networks on Tensor Trains. 2665-2671 - Shengfeng He
Exploring Duality in Visual Question-Driven Top-Down Saliency. 2672-2679 - Alexander Bauer
Optimizing for Measure of Performance in Max-Margin Parsing. 2680-2684
Volume 31, Number 8, August 2020
- Jing-Hao Xue
Guest Editorial Special Issue on Recent Advances in Theory, Methodology, and Applications of Imbalanced Learning. 2688-2690 - Feng Bao
Learning Deep Landmarks for Imbalanced Classification. 2691-2704 - Xiaoheng Jiang
Learning Multi-Level Density Maps for Crowd Counting. 2705-2715 - Yu Zhang
Objective Video Quality Assessment Combining Transfer Learning With CNN. 2716-2730 - Cheng Wang
RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems. 2731-2740 - Yuanyuan Qiao
Siamese Neural Networks for User Identity Linkage Through Web Browsing. 2741-2751 - David Díaz-Vico
Deep Least Squares Fisher Discriminant Analysis. 2752-2763 - Yang Lu
Adaptive Chunk-Based Dynamic Weighted Majority for Imbalanced Data Streams With Concept Drift. 2764-2778 - Yu Zheng, Jianping Fan
Discriminative Fast Hierarchical Learning for Multiclass Image Classification. 2779-2790 - Xiangnan He
Fast Matrix Factorization With Nonuniform Weights on Missing Data. 2791-2804 - Xue Li, Bo Du
Iterative Privileged Learning. 2805-2817 - Bartosz Krawczyk
Radial-Based Oversampling for Multiclass Imbalanced Data Classification. 2818-2831 - Jufeng Yang
Self-Paced Balance Learning for Clinical Skin Disease Recognition. 2832-2846 - Ting Shu
Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification. 2847-2856 - Leandro A Bugnon
Deep Neural Architectures for Highly Imbalanced Data in Bioinformatics. 2857-2867 - Dariusz Brzezinski
On the Dynamics of Classification Measures for Imbalanced and Streaming Data. 2868-2878 - Shuai Liu
Nonpooling Convolutional Neural Network Forecasting for Seasonal Time Series With Trends. 2879-2888 - Yao Lu
SRGC-Nets: Sparse Repeated Group Convolutional Neural Networks. 2889-2902 - Fanghua Ye
Homophily Preserving Community Detection. 2903-2915 - Yao Zhou, Gary G. Yen
Evolutionary Compression of Deep Neural Networks for Biomedical Image Segmentation. 2916-2929 - Yang Liu
Scalable Distributed Filtering for a Class of Discrete-Time Complex Networks Over Time-Varying Topology. 2930-2941 - Yong-Hua Liu
Barrier Function-Based Adaptive Control for Uncertain Strict-Feedback Systems Within Predefined Neural Network Approximation Sets. 2942-2954 - Jiejie Chen
Synchronization and Consensus in Networks of Linear Fractional-Order Multi-Agent Systems via Sampled-Data Control. 2955-2964 - Fanghui Liu
A Double-Variational Bayesian Framework in Random Fourier Features for Indefinite Kernels. 2965-2979 - Zhiguo Tan
New Varying-Parameter ZNN Models With Finite-Time Convergence and Noise Suppression for Time-Varying Matrix Moore-Penrose Inversion. 2980-2992 - Yueyong Shi
A Semismooth Newton Algorithm for High-Dimensional Nonconvex Sparse Learning. 2993-3006 - Hongying Liu
Sparse Manifold-Regularized Neural Networks for Polarimetric SAR Terrain Classification. 3007-3016 - Fei Chu
Weighted Broad Learning System and Its Application in Nonlinear Industrial Process Modeling. 3017-3031 - Xiaoqiang Lu
Siamese Dilated Inception Hashing With Intra-Group Correlation Enhancement for Image Retrieval. 3032-3046 - Xikun Zhang
Graph Edge Convolutional Neural Networks for Skeleton-Based Action Recognition. 3047-3060 - Pei Dong
Multi-Atlas Segmentation of Anatomical Brain Structures Using Hierarchical Hypergraph Learning. 3061-3072 - Guanyu Cai, Yuqin Wang, Lianghua He
Unsupervised Domain Adaptation With Adversarial Residual Transform Networks. 3073-3086 - Jingyi Zhu
Efficient Implementation of Second-Order Stochastic Approximation Algorithms in High-Dimensional Problems. 3087-3099 - Zhengda Qin
Probability Density Rank-Based Quantization for Convex Universal Learning Machines. 3100-3113 - Tolga Ergen
Energy-Efficient LSTM Networks for Online Learning. 3114-3126 - Tolga Ergen
Unsupervised Anomaly Detection With LSTM Neural Networks. 3127-3141
Volume 31, Number 9, September 2020
- Huei-Fang Yang
Cross-Batch Reference Learning for Deep Retrieval. 3145-3158 - Chengxiang Yin
Memory Augmented Deep Recurrent Neural Network for Video Question Answering. 3159-3167 - Ruoxia Li
Exponential State Estimation for Stochastically Disturbed Discrete-Time Memristive Neural Networks: Multiobjective Approach. 3168-3177 - Yang Wei
Harnessing Side Information for Classification Under Label Noise. 3178-3192 - Wentao Fan
Modeling and Clustering Positive Vectors via Nonparametric Mixture Models of Liouville Distributions. 3193-3203 - Min Yang
General 7-Instant DCZNN Model Solving Future Different-Level System of Nonlinear Inequality and Linear Equation. 3204-3214 - Wenzheng Hu
Automatically Design Convolutional Neural Networks by Optimization With Submodularity and Supermodularity. 3215-3229 - Zhi Gao
A Robust Distance Measure for Similarity-Based Classification on the SPD Manifold. 3230-3244 - Yang Meng
Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation. 3245-3258 - Naresh Manwani
Exact Passive-Aggressive Algorithms for Ordinal Regression Using Interval Labels. 3259-3268 - Yun Liu, Rui Zhang
Supervised Dimensionality Reduction Methods via Recursive Regression. 3269-3279 - Liying Zhu
Region Stabilization of Switched Neural Networks With Multiple Modes and Multiple Equilibria: A Pole Assignment Method. 3280-3293 - Zekeriya Uykan
On the Working Principle of the Hopfield Neural Networks and its Equivalence to the GADIA in Optimization. 3294-3304 - Llewyn Salt
Parameter Optimization and Learning in a Spiking Neural Network for UAV Obstacle Avoidance Targeting Neuromorphic Processors. 3305-3318 - Yulin Shao
AlphaSeq: Sequence Discovery With Deep Reinforcement Learning. 3319-3333 - Wangli He
Secure Communication Based on Quantized Synchronization of Chaotic Neural Networks Under an Event-Triggered Strategy. 3334-3345 - Guanyu Lai
Adaptive Control of Noncanonical Neural-Network Nonlinear Systems With Unknown Input Dead-Zone Characteristics. 3346-3360 - Wenjing Li
Projected Neural Network for a Class of Non-Lipschitz Optimization Problems With Linear Constraints. 3361-3373 - Lei Zhang
Guide Subspace Learning for Unsupervised Domain Adaptation. 3374-3388 - Shuyan Zhou
Neuroadaptive Control Design for Pure-Feedback Nonlinear Systems: A One-Step Design Approach. 3389-3399 - Felix Sattler
Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data. 3400-3413 - Zhijun Zhang
An Exponential-Type Anti-Noise Varying-Gain Network for Solving Disturbed Time-Varying Inversion Systems. 3414-3427 - Feiping Nie
Self-Weighted Clustering With Adaptive Neighbors. 3428-3441 - Jun Yin, Shiliang Sun
Multiview Uncorrelated Locality Preserving Projection. 3442-3455 - Joseph Townsend
Extracting Relational Explanations From Deep Neural Networks: A Survey From a Neural-Symbolic Perspective. 3456-3470 - Kai Zhao
Adaptive Neural Quantized Control of MIMO Nonlinear Systems Under Actuation Faults and Time-Varying Output Constraints. 3471-3481 - Ling Huang
MVStream: Multiview Data Stream Clustering. 3482-3496 - Yongqiang Nai
Adaptive Neural Output Feedback Compensation Control for Intermittent Actuator Faults Using Command-Filtered Backstepping. 3497-3511 - Rong Yin
Sketch Kernel Ridge Regression Using Circulant Matrix: Algorithm and Theory. 3512-3524 - Yang Lu
Bayes Imbalance Impact Index: A Measure of Class Imbalanced Data Set for Classification Problem. 3525-3539 - Linlin Liu, Haijun Zhang
Collocating Clothes With Generative Adversarial Networks Cosupervised by Categories and Attributes: A Multidiscriminator Framework. 3540-3554 - Yimeng Qi, Long Jin
Complex-Valued Discrete-Time Neural Dynamics for Perturbed Time-Dependent Complex Quadratic Programming With Applications. 3555-3569 - Yazhou Hu
Reinforcement Learning Tracking Control for Robotic Manipulator With Kernel-Based Dynamic Model. 3570-3578 - Duc Minh Nguyen
Geometric Matrix Completion With Deep Conditional Random Fields. 3579-3593 - Sören Dittmer
Singular Values for ReLU Layers. 3594-3605 - Xiubin Zhu
Development and Analysis of Neural Networks Realized in the Presence of Granular Data. 3606-3619 - Huicheng Zheng
Laplacian-Uniform Mixture-Driven Iterative Robust Coding With Applications to Face Recognition Against Dense Errors. 3620-3633 - MeiYu Liang
Cross-Media Semantic Correlation Learning Based on Deep Hash Network and Semantic Expansion for Social Network Cross-Media Search. 3634-3648 - Rong Xiao, Huajin Tang
An Event-Driven Categorization Model for AER Image Sensors Using Multispike Encoding and Learning. 3649-3657 - Matteo Lodi
Design Principles for Central Pattern Generators With Preset Rhythms. 3658-3669 - Ruomu Tan
Nonstationary Discrete Convolution Kernel for Multimodal Process Monitoring. 3670-3681 - Min Shi
MLNE: Multi-Label Network Embedding. 3682-3695 - Ning Zhou
Neural Network-Based Adaptive Control for Spacecraft Under Actuator Failures and Input Saturations. 3696-3710 - Catalina Cangea
XFlow: Cross-Modal Deep Neural Networks for Audiovisual Classification. 3711-3720 - Lei Ren
A Wide-Deep-Sequence Model-Based Quality Prediction Method in Industrial Process Analysis. 3721-3731 - Tambet Matiisen
Teacher-Student Curriculum Learning. 3732-3740 - Fernando M. de Paula Neto
Implementing Any Nonlinear Quantum Neuron. 3741-3746 - Jiahui Li, Hongli Dong
Partial-Neurons-Based Passivity-Guaranteed State Estimation for Neural Networks With Randomly Occurring Time Delays. 3747-3753 - Rui Zhang
Adaptive Robust Low-Rank 2-D Reconstruction With Steerable Sparsity. 3754-3759 - Nikolaos Passalis
Deep Adaptive Input Normalization for Time Series Forecasting. 3760-3765 - Yijun Bian, Yijun Wang, Yaqiang Yao, Huanhuan Chen:
Ensemble Pruning Based on Objection Maximization With a General Distributed Framework. 3766-3774
Volume 31, Number 10, October 2020
- Hong-Xia Rao
Observer-Based Impulsive Synchronization for Neural Networks With Uncertain Exchanging Information. 3777-3787 - Bo Shen
State-Saturated Recursive Filter Design for Stochastic Time-Varying Nonlinear Complex Networks Under Deception Attacks. 3788-3800 - Pengzhen Ren, Yun Xiao, Xiaojun Chang, Mahesh Prakash, Feiping Nie, Xin Wang, Xiaojiang Chen:
Structured Optimal Graph-Based Clustering With Flexible Embedding. 3801-3813 - Ruoheng Wang
Deep Learning Method Based on Gated Recurrent Unit and Variational Mode Decomposition for Short-Term Wind Power Interval Prediction. 3814-3827 - Kailun Wu
Compressing Deep Neural Networks With Sparse Matrix Factorization. 3828-3838 - O-Yeon Kwon
Subject-Independent Brain-Computer Interfaces Based on Deep Convolutional Neural Networks. 3839-3852 - Chenwei Zhao
A Self-Learning Immune Co-Evolutionary Network for Multiple Escaping Targets Search With Random Observable Conditions. 3853-3865 - Rui Zhu
A Novel Separating Hyperplane Classification Framework to Unify Nearest-Class-Model Methods for High-Dimensional Data. 3866-3876 - Nan Zhou
Maximum Correntropy Criterion-Based Robust Semisupervised Concept Factorization for Image Representation. 3877-3891 - Naima Otberdout
Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories. 3892-3905 - Shengfei Lyu
Multiclass Probabilistic Classification Vector Machine. 3906-3919 - Ander Arriandiaga
Pulsewidth Modulation-Based Algorithm for Spike Phase Encoding and Decoding of Time-Dependent Analog Data. 3920-3931 - Kai Shuang
Major-Minor Long Short-Term Memory for Word-Level Language Model. 3932-3946 - Hang Yu
Online Topology Learning by a Gaussian Membership-Based Self-Organizing Incremental Neural Network. 3947-3961 - Xin Chen
Sample Balancing for Deep Learning-Based Visual Recognition. 3962-3976 - Uday Shankar Shanthamallu
GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models. 3977-3988 - Bin Zhao, Xuelong Li
Property-Constrained Dual Learning for Video Summarization. 3989-4000 - Yingjie Deng
Model-Based Event-Triggered Tracking Control of Underactuated Surface Vessels With Minimum Learning Parameters. 4001-4014 - Weixing Liu
Neural-Network-Based Adaptive Event-triggered Control for Spacecraft Attitude Tracking. 4015-4024 - Jingyao Zhang
Convergence Analysis of Saturated Iterative Learning Control Systems With Locally Lipschitz Nonlinearities. 4025-4035 - Zheng-Chu Guo, Lei Shi, Shao-Bo Lin
Realizing Data Features by Deep Nets. 4036-4048 - Dongbo Liu
A Network Framework for Small-Sample Learning. 4049-4062 - Udhayakumar Kandasamy
Quasi-Synchronization and Bifurcation Results on Fractional-Order Quaternion-Valued Neural Networks. 4063-4072 - Brandon Foggo
Information Losses in Neural Classifiers From Sampling. 4073-4083 - Ben Niu
Adaptive Neural Output-Feedback Controller Design of Switched Nonlower Triangular Nonlinear Systems With Time Delays. 4084-4093 - Deqing Huang
An Active Repetitive Learning Control Method for Lateral Suspension Systems of High-Speed Trains. 4094-4103 - Xiaofan Li
Event-Triggered Exponential Synchronization for Complex-Valued Memristive Neural Networks With Time-Varying Delays. 4104-4116 - Savvas Karatsiolis
Conditional Generative Denoising Autoencoder. 4117-4129 - Yun Chen
Mixed $H_2/H_\infty$ State Estimation for Discrete-Time Switched Complex Networks With Random Coupling Strengths Through Redundant Channels. 4130-4142 - Xinrui Cui
CHIP: Channel-Wise Disentangled Interpretation of Deep Convolutional Neural Networks. 4143-4156 - Shenquan Wang
Relaxed Stability Criteria for Neural Networks With Time-Varying Delay Using Extended Secondary Delay Partitioning and Equivalent Reciprocal Convex Combination Techniques. 4157-4169 - Lei Zhang
Accurate Tensor Completion via Adaptive Low-Rank Representation. 4170-4184 - Qing Li, Lina Xia
Leader-Follower Bipartite Output Synchronization on Signed Digraphs Under Adversarial Factors via Data-Based Reinforcement Learning. 4185-4195 - Jiali Ma
Event-Triggered Adaptive Neural Network Control for Nonstrict-Feedback Nonlinear Time-Delay Systems With Unknown Control Directions. 4196-4205 - Robert C. Ivans
A Model for $R(t)$ Elements and $R(t)$ -Based Spike-Timing-Dependent Plasticity With Basic Circuit Examples. 4206-4216 - Gongming Wang
An Adaptive Deep Belief Network With Sparse Restricted Boltzmann Machines. 4217-4228 - Yang Chen
Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation. 4229-4238 - Chunling Dong
The Cubic Dynamic Uncertain Causality Graph: A Methodology for Temporal Process Modeling and Diagnostic Logic Inference. 4239-4253 - Hanguang Su
Decentralized Event-Triggered Adaptive Control of Discrete-Time Nonzero-Sum Games Over Wireless Sensor-Actuator Networks With Input Constraints. 4254-4266 - Alexander Ororbia
Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations. 4267-4278 - Hongyu Gao, Hongli Dong
An Event-Triggering Approach to Recursive Filtering for Complex Networks With State Saturations and Random Coupling Strengths. 4279-4289 - Guo-Sen Xie
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification. 4290-4302 - Yulin Sun
Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning. 4303-4317 - Huawen Liu
Adaptive Hashing With Sparse Matrix Factorization. 4318-4329 - Bo Zhao
Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints. 4330-4340 - Sung Jin Yoo
Neural-Network-Based Adaptive Resilient Dynamic Surface Control Against Unknown Deception Attacks of Uncertain Nonlinear Time-Delay Cyberphysical Systems. 4341-4353 - Zhengtian Wu
A Deterministic Annealing Neural Network Algorithm for the Minimum Concave Cost Transportation Problem. 4354-4366 - Francesco Farina
Asynchronous Distributed Learning From Constraints. 4367-4373 - Wenjia Meng
Qualitative Measurements of Policy Discrepancy for Return-Based Deep Q-Network. 4374-4380 - Qi Li, Zidong Wang
A Dynamic Event-Triggered Approach to Recursive Filtering for Complex Networks With Switching Topologies Subject to Random Sensor Failures. 4381-4388 - Diego P. P. Mesquita, Luis A. Freitas, João P. P. Gomes
LS-SVR as a Bayesian RBF Network. 4389-4393 - Yunwen Lei
Stochastic Gradient Descent for Nonconvex Learning Without Bounded Gradient Assumptions. 4394-4400
Volume 31, Number 11, November 2020
- Haitao Liu
When Gaussian Process Meets Big Data: A Review of Scalable GPs. 4405-4423 - Dan Shi, Lei Zhu
Robust Structured Graph Clustering. 4424-4436 - Haiyang Zhang
Event-Triggered Synchronization for Neutral-Type Semi-Markovian Neural Networks With Partial Mode-Dependent Time-Varying Delays. 4437-4450 - Yongming Li
Adaptive Neural Networks Finite-Time Optimal Control for a Class of Nonlinear Systems. 4451-4460 - Zhenhua Huang
An Efficient Group Recommendation Model With Multiattention-Based Neural Networks. 4461-4474 - Marco Maggini
Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances. 4475-4486 - Wei Zhu
A Path-Integral-Based Reinforcement Learning Algorithm for Path Following of an Autoassembly Mobile Robot. 4487-4499 - Shiv Ram Dubey
diffGrad: An Optimization Method for Convolutional Neural Networks. 4500-4511 - Shuva Paul
A Learning-Based Solution for an Adversarial Repeated Game in Cyber-Physical Power Systems. 4512-4523 - Rongpei Zhou
Asymptotical Feedback Set Stabilization of Probabilistic Boolean Control Networks. 4524-4537 - Huan Zhang, Zhao Zhang
Robust Triple-Matrix-Recovery-Based Auto-Weighted Label Propagation for Classification. 4538-4552 - Jiatao Jiang
Walk-Steered Convolution for Graph Classification. 4553-4566 - Jize Xue
Enhanced Sparsity Prior Model for Low-Rank Tensor Completion. 4567-4581 - Hao Quan
A Survey of Computational Intelligence Techniques for Wind Power Uncertainty Quantification in Smart Grids. 4582-4599 - Lixin Liao, Yao Zhao
Parameter Distribution Balanced CNNs. 4600-4609 - Kamran Ghasedi Dizaji, Hongchang Gao, Yanhua Yang, Heng Huang
Robust Cumulative Crowdsourcing Framework Using New Incentive Payment Function and Joint Aggregation Model. 4610-4621 - Anh-Huy Phan
Tensor Networks for Latent Variable Analysis: Novel Algorithms for Tensor Train Approximation. 4622-4636 - Xin Liu
Stroke Sequence-Dependent Deep Convolutional Neural Network for Online Handwritten Chinese Character Recognition. 4637-4648 - Xinyu Peng
Accelerating Minibatch Stochastic Gradient Descent Using Typicality Sampling. 4649-4659 - Honggyu Jung
Few-Shot Learning With Geometric Constraints. 4660-4672 - Youfa Liu
LogDet Metric-Based Domain Adaptation. 4673-4687 - Biao Zhang
Neural Machine Translation With GRU-Gated Attention Model. 4688-4698 - Decheng Liu
Coupled Attribute Learning for Heterogeneous Face Recognition. 4699-4712 - Xinxin Guo
Reinforcement Learning-Based Nearly Optimal Control for Constrained-Input Partially Unknown Systems Using Differentiator. 4713-4725 - Ganesan Soundara Rajan
State-Feedback Filtering for Delayed Discrete-Time Complex-Valued Neural Networks. 4726-4736 - Xiaofeng Yuan
A Deep Supervised Learning Framework for Data-Driven Soft Sensor Modeling of Industrial Processes. 4737-4746 - Yang Xu
Hyperspectral Images Super-Resolution via Learning High-Order Coupled Tensor Ring Representation. 4747-4760 - Honovan P. Rocha
Neural Networks Multiobjective Learning With Spherical Representation of Weights. 4761-4775 - Huiming Chen
A Stochastic Quasi-Newton Method for Large-Scale Nonconvex Optimization With Applications. 4776-4790 - Jinxing Li
Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching. 4791-4805 - Son N. Tran
Sequence Classification Restricted Boltzmann Machines With Gated Units. 4806-4815 - Huaguang Zhang
Adaptive Bipartite Event-Triggered Output Consensus of Heterogeneous Linear Multiagent Systems Under Fixed and Switching Topologies. 4816-4830 - Chao Deng
Cooperative Fault-Tolerant Output Regulation for Multiagent Systems by Distributed Learning Control Approach. 4831-4841 - Shuang Li
Discriminative Transfer Feature and Label Consistency for Cross-Domain Image Classification. 4842-4856 - Xi Peng
Deep Clustering With Sample-Assignment Invariance Prior. 4857-4868 - Abhishek Halder
Hopfield Neural Network Flow: A Geometric Viewpoint. 4869-4880 - Lizhong Ding
Approximate Kernel Selection via Matrix Approximation. 4881-4891 - Yuhang Xu
Two-Level Game-Based Distributed Optimal Fault-Tolerant Control for Nonlinear Interconnected Systems. 4892-4906 - Hanguang Su
Decentralized Event-Triggered Online Adaptive Control of Unknown Large-Scale Systems Over Wireless Communication Networks. 4907-4919 - Bing Cui
Finite-Time Tracking Control for a Class of Uncertain Strict-Feedback Nonlinear Systems With State Constraints: A Smooth Control Approach. 4920-4932 - Dongming Wu
Reducing Estimation Bias via Triplet-Average Deep Deterministic Policy Gradient. 4933-4945 - Kexin Liu
Semiglobal Consensus of a Class of Heterogeneous Multi-Agent Systems With Saturation. 4946-4955 - Peng Liu
Asymptotic and Finite-Time Cluster Synchronization of Coupled Fractional-Order Neural Networks With Time Delay. 4956-4967 - Yu Wang
A New Concept of Multiple Neural Networks Structure Using Convex Combination. 4968-4979 - Hong-Xia Rao
Nonfragile Finite-Time Synchronization for Coupled Neural Networks With Impulsive Approach. 4980-4989 - Isaac J. Sledge
An Exact Reformulation of Feature-Vector-Based Radial-Basis-Function Networks for Graph-Based Observations. 4990-4998 - Tao Dong
Neural Cryptography Based on Complex-Valued Neural Network. 4999-5004 - Runqi Chai
Six-DOF Spacecraft Optimal Trajectory Planning and Real-Time Attitude Control: A Deep Neural Network-Based Approach. 5005-5013 - Dino Ienco
Enhancing Graph-Based Semisupervised Learning via Knowledge-Aware Data Embedding. 5014-5020 - Yi Huang
Multiagent Containment Control With Nonconvex States Constraints, Nonuniform Time Delays, and Switching Directed Networks. 5021-5028 - Jian Liu
Fixed-Time Leader-Follower Consensus of Networked Nonlinear Systems via Event/Self-Triggered Control. 5029-5037
Volume 31, Number 12, December 2020
- Luming Zhang
Weakly Supervised Complets Ranking for Deep Image Quality Modeling. 5041-5054 - Ruichu Cai
DACH: Domain Adaptation Without Domain Information. 5055-5067 - Jianjun Liu
Learning Multiple Parameters for Kernel Collaborative Representation Classification. 5068-5078 - Haoqian Wang
PID Controller-Based Stochastic Optimization Acceleration for Deep Neural Networks. 5079-5091 - Liruo Zhang
Synchronization of Delayed Neural Networks via Integral-Based Event-Triggered Scheme. 5092-5102 - Giuseppe Vecchio
MASK-RL: Multiagent Video Object Segmentation Framework Through Reinforcement Learning. 5103-5115 - Jiazheng Zhang
RNN for Perturbed Manipulability Optimization of Manipulators Based on a Distributed Scheme: A Game-Theoretic Perspective. 5116-5126 - Yi Dong
A Novel Connectivity-Preserving Control Design for Rendezvous Problem of Networked Uncertain Nonlinear Systems. 5127-5137 - Peng Wan
Monostability and Multistability for Almost-Periodic Solutions of Fractional-Order Neural Networks With Unsaturating Piecewise Linear Activation Functions. 5138-5152 - Guijin Wang
Bi-Stream Pose-Guided Region Ensemble Network for Fingertip Localization From Stereo Images. 5153-5165 - Heng Liu
Adaptive Neural Network Backstepping Control of Fractional-Order Nonlinear Systems With Actuator Faults. 5166-5177 - Zhe Wang
Entropy and Confidence-Based Undersampling Boosting Random Forests for Imbalanced Problems. 5178-5191 - Zheng Chai
Multiclass Oblique Random Forests With Dual-Incremental Learning Capacity. 5192-5203 - Sentao Chen
Subspace Distribution Adaptation Frameworks for Domain Adaptation. 5204-5218 - Shuping Zhao
Learning Salient and Discriminative Descriptor for Palmprint Feature Extraction and Identification. 5219-5230 - Jin-Liang Wang
Recent Advances on Dynamical Behaviors of Coupled Neural Networks With and Without Reaction-Diffusion Terms. 5231-5244 - Qinglai Wei
Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning. 5245-5256 - Mohammad Nadji-Tehrani
A Brain-Inspired Framework for Evolutionary Artificial General Intelligence. 5257-5271 - Weibing Li
An Accelerated Finite-Time Convergent Neural Network for Visual Servoing of a Flexible Surgical Endoscope With Physical and RCM Constraints. 5272-5284 - Jin Xiao
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems. 5285-5299 - Qianhui Liu
Unsupervised AER Object Recognition Based on Multiscale Spatio-Temporal Features and Spiking Neurons. 5300-5311 - Xianglong Liu
Distributed Complementary Binary Quantization for Joint Hash Table Learning. 5312-5323 - Thi Nhat Anh Nguyen
Hybrid Deep Learning-Gaussian Process Network for Pedestrian Lane Detection in Unstructured Scenes. 5324-5338 - Lin Xiao
Design and Comprehensive Analysis of a Noise-Tolerant ZNN Model With Limited-Time Convergence for Time-Dependent Nonlinear Minimization. 5339-5348 - Fengxiang He
Why ResNet Works? Residuals Generalize. 5349-5362 - Na Qin
Multiple Convolutional Recurrent Neural Networks for Fault Identification and Performance Degradation Evaluation of High-Speed Train Bogie. 5363-5376 - Filipe Rodrigues
Beyond Expectation: Deep Joint Mean and Quantile Regression for Spatiotemporal Problems. 5377-5389 - Rita Quetziquel Fuentes-Aguilar
Adaptive Tracking Control of State Constraint Systems Based on Differential Neural Networks: A Barrier Lyapunov Function Approach. 5390-5401 - Yipeng Liu
Low-Rank Tensor Train Coefficient Array Estimation for Tensor-on-Tensor Regression. 5402-5411 - Xing Xu
Cross-Modal Attention With Semantic Consistence for Image-Text Matching. 5412-5425 - Jun Lu
Ensemble Stochastic Configuration Networks for Estimating Prediction Intervals: A Simultaneous Robust Training Algorithm and Its Application. 5426-5440 - Yongliang Yang
Safe Intermittent Reinforcement Learning With Static and Dynamic Event Generators. 5441-5455 - Wen-Juan Lin
Stochastic Finite-Time H∞ State Estimation for Discrete-Time Semi-Markovian Jump Neural Networks With Time-Varying Delays. 5456-5467 - Dong Gong
Learning Deep Gradient Descent Optimization for Image Deconvolution. 5468-5482 - Xinsong Yang
Synchronization of Coupled Time-Delay Neural Networks With Mode-Dependent Average Dwell Time Switching. 5483-5496 - Guanyu Tian
A Hybrid-Learning Algorithm for Online Dynamic State Estimation in Multimachine Power Systems. 5497-5508 - Xi Peng
Deep Subspace Clustering. 5509-5521 - Mushuang Liu
Adaptive Optimal Control for Stochastic Multiplayer Differential Games Using On-Policy and Off-Policy Reinforcement Learning. 5522-5533 - Narendra Kumar Dhar
An Online Event-Triggered Near-Optimal Controller for Nash Solution in Interconnected System. 5534-5548 - Dingwen Zhang
From Discriminant to Complete: Reinforcement Searching-Agent Learning for Weakly Supervised Object Detection. 5549-5560 - San Gultekin
MBA: Mini-Batch AUC Optimization. 5561-5574 - Yuheng Jia
Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization. 5575-5587 - Feng Liu
Heterogeneous Domain Adaptation: An Unsupervised Approach. 5588-5602 - Giuseppe Carlo Calafiore
A Universal Approximation Result for Difference of Log-Sum-Exp Neural Networks. 5603-5612 - Kai Chen
Generalized Convolution Spectral Mixture for Multitask Gaussian Processes. 5613-5623 - Bo Jiang
Revisiting L2, 1-Norm Robustness With Vector Outlier Regularization. 5624-5629 - Na Han
Transferable Linear Discriminant Analysis. 5630-5638 - Jui-Yang Hsia
Parameter Selection for Linear Support Vector Regression. 5639-5644 - Saúl Alonso-Monsalve
Image-Based Model Parameter Optimization Using Model-Assisted Generative Adversarial Networks. 5645-5650
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