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IEEE Transactions on Neural Networks and Learning Systems, Volume 33
Volume 33, Number 1, January 2022
- Yongduan Song
:
Editorial. 2 - Ahmad Chaddad
Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-Ray Images. 3-11 - Ruxin Wang
Focus, Fusion, and Rectify: Context-Aware Learning for COVID-19 Lung Infection Segmentation. 12-24 - Xiongbo Wan
Finite-Time H∞ State Estimation for Two-Time-Scale Complex Networks Under Stochastic Communication Protocol. 25-36 - Jiasen Wang
Two-Timescale Multilayer Recurrent Neural Networks for Nonlinear Programming. 37-47 - Dong Shen
Learning Tracking Over Unknown Fading Channels Based on Iterative Estimation. 48-60 - Sara Kamali, Seyyed Mostafa Tabatabaei, Mohammad Mehdi Arefi
Prescribed Performance Quantized Tracking Control for a Class of Delayed Switched Nonlinear Systems With Actuator Hysteresis Using a Filter-Connected Switched Hysteretic Quantizer. 61-74 - Zhiwen Yu
Semisupervised Classification With Novel Graph Construction for High-Dimensional Data. 75-88 - Nuha Zamzami
Sparse Count Data Clustering Using an Exponential Approximation to Generalized Dirichlet Multinomial Distributions. 89-102 - Jiaxu Cui
Scalable and Parallel Deep Bayesian Optimization on Attributed Graphs. 103-116 - Yi Zhu
Configurable Graph Reasoning for Visual Relationship Detection. 117-129 - Liyong Fu
Learning Robust Discriminant Subspace Based on Joint L₂, ₚ- and L₂, ₛ-Norm Distance Metrics. 130-144 - Haoran Wang
Simple and Effective: Spatial Rescaling for Person Reidentification. 145-156 - Shuhua Gao
Finite-Horizon Optimal Control of Boolean Control Networks: A Unified Graph-Theoretical Approach. 157-171 - Lu Yi
Improving Speech Emotion Recognition With Adversarial Data Augmentation Network. 172-184 - Jianglin Lu
Generalized Embedding Regression: A Framework for Supervised Feature Extraction. 185-199 - Di Lin
Deep LSAC for Fine-Grained Recognition. 200-214 - Xiaofeng Cao
Shattering Distribution for Active Learning. 215-228 - Charles K. Chui, Shao-Bo Lin
Realization of Spatial Sparseness by Deep ReLU Nets With Massive Data. 229-243 - Maoguo Gong
Disentangled Representation Learning for Multiple Attributes Preserving Face Deidentification. 244-256 - Ting-Bing Xu
Deep Neural Network Self-Distillation Exploiting Data Representation Invariance. 257-269 - Jinna Li
Adaptive Interleaved Reinforcement Learning: Robust Stability of Affine Nonlinear Systems With Unknown Uncertainty. 270-280 - Adín Ramírez Rivera
Anomaly Detection Based on Zero-Shot Outlier Synthesis and Hierarchical Feature Distillation. 281-291 - Yi Zhang, Lulu Wang
An R-Convolution Graph Kernel Based on Fast Discrete-Time Quantum Walk. 292-303 - Guoxian Yu
Flexible Cross-Modal Hashing. 304-314 - Jianghong Ma
Topic-Based Instance and Feature Selection in Multilabel Classification. 315-329 - Hong Hui Tan
Two-Phase Switching Optimization Strategy in Deep Neural Networks. 330-339 - Lin Yang
Clustering Analysis via Deep Generative Models With Mixture Models. 340-350 - Shruti Sharma
Block Sparse Variational Bayes Regression Using Matrix Variate Distributions With Application to SSVEP Detection. 351-365 - Seunghyun Lee
Knowledge Transfer via Decomposing Essential Information in Convolutional Neural Networks. 366-377 - Kui Jiang
Dual-Path Deep Fusion Network for Face Image Hallucination. 378-391 - Tianyue Zhang
An Evolutionary Orthogonal Component Analysis Method for Incremental Dimensionality Reduction. 392-405 - Hong-Bing Zeng
A New Looped Functional to Synchronize Neural Networks With Sampled-Data Control. 406-415 - Qifeng Lin
CRPN-SFNet: A High-Performance Object Detector on Large-Scale Remote Sensing Images. 416-429 - Honggang Chen
A Feature-Enriched Deep Convolutional Neural Network for JPEG Image Compression Artifacts Reduction and its Applications. 430-444 - Xia Wang
Efficient Learning Control of Uncertain Fractional-Order Chaotic Systems With Disturbance. 445-450
Volume 33, Number 2, February 2022
- Jiageng Wu
Machine Learning for Structure Determination in Single-Particle Cryo-Electron Microscopy: A Systematic Review. 452-472 - Sicheng Zhao
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation. 473-493 - Shaoxiong Ji
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications. 494-514 - Mrutyunjaya Sahani
FPGA-Based Semisupervised Multifusion RDCNN of Process Robust VMD Data With Online Kernel RVFLN for Power Quality Events Recognition. 515-527 - Liu Yang
Potential Flow Generator With L2 Optimal Transport Regularity for Generative Models. 528-538 - Jin Chen
Domain Adversarial Reinforcement Learning for Partial Domain Adaptation. 539-553 - Jinwoo Kim
A Deep Motion Sickness Predictor Induced by Visual Stimuli in Virtual Reality. 554-566 - Masaki Kobayashi
Noise-Robust Projection Rule for Rotor and Matrix-Valued Hopfield Neural Networks. 567-576 - Ning Gong
Seeds: Sampling-Enhanced Embeddings. 577-586 - Yang Shi
Novel Discrete-Time Recurrent Neural Networks Handling Discrete-Form Time-Variant Multi-Augmented Sylvester Matrix Problems and Manipulator Application. 587-599 - Changde Du, Changying Du
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations. 600-614 - Zhengtai Xie
RNN for Repetitive Motion Generation of Redundant Robot Manipulators: An Orthogonal Projection-Based Scheme. 615-628 - Jian Liu
Iterative Learning Control for Discrete-Time Systems With Full Learnability. 629-643 - Qiang Hu
Analysis on the Number of Linear Regions of Piecewise Linear Neural Networks. 644-653 - Cheng Liu, Wenming Cao
Asymmetric Graph-Guided Multitask Survival Analysis With Self-Paced Learning. 654-666 - Xiuyu Zhang
Adaptive Neural Digital Control of Hysteretic Systems With Implicit Inverse Compensator and Its Application on Magnetostrictive Actuator. 667-680 - Hao Fu
Observer-Based Adaptive Synchronization Control of Unknown Discrete-Time Nonlinear Heterogeneous Systems. 681-693 - Guibing Guo
IPGAN: Generating Informative Item Pairs by Adversarial Sampling. 694-706 - Jingwei Xin
Wavelet-Based Dual Recursive Network for Image Super-Resolution. 707-720 - Zhengjue Wang
Unsupervised Hyperspectral and Multispectral Images Fusion Based on Nonlinear Variational Probabilistic Generative Model. 721-735 - Dan Yang
Finite-Time Synchronization for Delayed Complex Dynamical Networks With Synchronizing or Desynchronizing Impulses. 736-746 - Heng-Chao Li
A3 CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. 747-761 - Yaran Chen, Haoran Li
Boost 3-D Object Detection via Point Clouds Segmentation and Fused 3-D GIoU-L₁ Loss. 762-773 - Sheng Wu
Semisupervised Feature Learning by Deep Entropy-Sparsity Subspace Clustering. 774-788 - Yajun Zhang
Novel Data and Neural Network-Based Nonlinear Adaptive Switching Control Method. 789-797 - Liangli Zhen
Deep Multimodal Transfer Learning for Cross-Modal Retrieval. 798-810 - Yunfei Zheng
Mixture Correntropy-Based Kernel Extreme Learning Machines. 811-825 - Kai Li
Vehicle and Person Re-Identification With Support Neighbor Loss. 826-838 - Junjun Jiang
Multilayer Spectral-Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification. 839-852 - Yongchao Liu
Adaptive Tracking Control for Perturbed Strict-Feedback Nonlinear Systems Based on Optimized Backstepping Technique. 853-865 - Xin Jin, Yanping Xie, Xiu-Shen Wei
A Lightweight Encoder-Decoder Path for Deep Residual Networks. 866-878 - Qinglai Wei
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game. 879-892 - Mingrui Zhu
Knowledge Distillation for Face Photo-Sketch Synthesis. 893-906
Volume 33, Number 3, March 2022
- Deheng Ye
Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings. 908-918 - Arne Traue, Gerrit Book
Toward a Reinforcement Learning Environment Toolbox for Intelligent Electric Motor Control. 919-928 - Hao-Hsuan Chang
Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond. 929-939 - Rudrasis Chakraborty
SurReal: Complex-Valued Learning as Principled Transformations on a Scaling and Rotation Manifold. 940-951 - Ali Kazemy
Event-Triggered Output Feedback Synchronization of Master-Slave Neural Networks Under Deception Attacks. 952-961 - Rui Zhang
Output Feedback Control of Micromechanical Gyroscopes Using Neural Networks and Disturbance Observer. 962-972 - Zhipeng Tan
Dynamic Embedding Projection-Gated Convolutional Neural Networks for Text Classification. 973-982 - Hong Huang
Multitask Representation Learning With Multiview Graph Convolutional Networks. 983-995 - Giuseppe Carlo Calafiore
Sparse ℓ1- and ℓ2-Center Classifiers. 996-1009 - Yiming Jiang
Composite-Learning-Based Adaptive Neural Control for Dual-Arm Robots With Relative Motion. 1010-1021 - Tatsuya Yokota
Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior. 1022-1036 - Lu Li
Prior-Based Tensor Approximation for Anomaly Detection in Hyperspectral Imagery. 1037-1050 - Zhaohui Che
SMGEA: A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories. 1051-1065 - Qi Wang
Multitask Attention Network for Lane Detection and Fitting. 1066-1078 - Zhiwen Fang
Anomaly Detection With Bidirectional Consistency in Videos. 1079-1092 - David Haldimann
A Scalable Algorithm for Identifying Multiple-Sensor Faults Using Disentangled RNNs. 1093-1106 - Wei Tao
Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints. 1107-1118 - Jun Li
Learnable Subspace Clustering. 1119-1133 - Qiang Yu
Synaptic Learning With Augmented Spikes. 1134-1146 - Zan Gao
Pairwise Two-Stream ConvNets for Cross-Domain Action Recognition With Small Data. 1147-1161 - Jinjin Xu, Wenli Du
Ternary Compression for Communication-Efficient Federated Learning. 1162-1176 - Zhen Xiang
Detection of Backdoors in Trained Classifiers Without Access to the Training Set. 1177-1191 - Shaohua Luo
Optimal Synchronization of Unidirectionally Coupled FO Chaotic Electromechanical Devices With the Hierarchical Neural Network. 1192-1202 - Xin Luo
Symmetric Nonnegative Matrix Factorization-Based Community Detection Models and Their Convergence Analysis. 1203-1215 - Yimeng Qi
Recurrent Neural Dynamics Models for Perturbed Nonstationary Quadratic Programs: A Control-Theoretical Perspective. 1216-1227 - Yuanheng Zhu
Online Minimax Q Network Learning for Two-Player Zero-Sum Markov Games. 1228-1241 - Shiliang Sun
Conditional Random Fields for Multiview Sequential Data Modeling. 1242-1253 - Chao Zhang
Locality-Constrained Discriminative Matrix Regression for Robust Face Identification. 1254-1268 - Hongyan Zhang, Yue Liao, Honghai Yang, Guangyi Yang
A Local-Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images. 1269-1283 - JunKyu Lee
Mixed-Precision Kernel Recursive Least Squares. 1284-1298 - Chun Wai Chiu
A Diversity Framework for Dealing With Multiple Types of Concept Drift Based on Clustering in the Model Space. 1299-1309 - Yupei Zheng
Single-Image Deraining via Recurrent Residual Multiscale Networks. 1310-1323 - Wendyam Eric Lionel Ilboudo
Robust Stochastic Gradient Descent With Student-t Distribution Based First-Order Momentum. 1324-1337 - Nunzio A. Letizia
Segmented Generative Networks: Data Generation in the Uniform Probability Space. 1338-1347 - Jun Chen, Xian-Ming Zhang
Improved Stability Criteria for Delayed Neural Networks Using a Quadratic Function Negative-Definiteness Approach. 1348-1354 - Rui Zhang
Unsupervised Feature Selection via Adaptive Graph Learning and Constraint. 1355-1362
Volume 33, Number 4, April 2022
- Ardi Tampuu
A Survey of End-to-End Driving: Architectures and Training Methods. 1364-1384 - Seok-Beom Roh
Dynamically Generated Hierarchical Neural Networks Designed With the Aid of Multiple Support Vector Regressors and PNN Architecture With Probabilistic Selection. 1385-1399 - Runqi Chai
Design and Implementation of Deep Neural Network-Based Control for Automatic Parking Maneuver Process. 1400-1413 - Qi Wang
Looking Closer at the Scene: Multiscale Representation Learning for Remote Sensing Image Scene Classification. 1414-1428 - Man Li
Multiplayer Stackelberg-Nash Game for Nonlinear System via Value Iteration-Based Integral Reinforcement Learning. 1429-1440 - Shiyu Duan
Modularizing Deep Learning via Pairwise Learning With Kernels. 1441-1451 - Stefan T. Radev
BayesFlow: Learning Complex Stochastic Models With Invertible Neural Networks. 1452-1466 - Gan Sun
Representative Task Self-Selection for Flexible Clustered Lifelong Learning. 1467-1481 - Hong Wang
Model-Free Reinforcement Learning for Fully Cooperative Consensus Problem of Nonlinear Multiagent Systems. 1482-1491 - Yufei Cui
Accelerating Monte Carlo Bayesian Prediction via Approximating Predictive Uncertainty Over the Simplex. 1492-1506 - Xiang Guan
Mind the Remainder: Taylor's Theorem View on Recurrent Neural Networks. 1507-1519 - Zhenhui Xu
Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems. 1520-1534 - Lin Xiao
A Variable-Parameter Noise-Tolerant Zeroing Neural Network for Time-Variant Matrix Inversion With Guaranteed Robustness. 1535-1545 - Cyril de Bodt
Fast Multiscale Neighbor Embedding. 1546-1560 - Yuezu Lv
Fully Distributed Adaptive NN-Based Consensus Protocol for Nonlinear MASs: An Attack-Free Approach. 1561-1570 - Yang Liu
Harvesting Ambient RF for Presence Detection Through Deep Learning. 1571-1583 - Dong Xie, Xiangnan Zhong
Semicentralized Deep Deterministic Policy Gradient in Cooperative StarCraft Games. 1584-1593 - Fazhi Song
Data-Driven Feedforward Learning With Force Ripple Compensation for Wafer Stages: A Variable-Gain Robust Approach. 1594-1608 - Jian Liu
Adversarial Attack on Skeleton-Based Human Action Recognition. 1609-1622 - Chuanwei Zhou
Self-Teaching Video Object Segmentation. 1623-1637 - Chang Zhou
Angular Deep Supervised Vector Quantization for Image Retrieval. 1638-1649 - Di Liu
A Hybrid Recursive Implementation of Broad Learning With Incremental Features. 1650-1662 - Yifan Qian
Quantifying the Alignment of Graph and Features in Deep Learning. 1663-1672 - Qin Zou
Transductive Zero-Shot Hashing for Multilabel Image Retrieval. 1673-1687 - Denis Kleyko
Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware. 1688-1701 - Feiping Nie
Unsupervised Feature Selection With Constrained ℓ₂, ₀-Norm and Optimized Graph. 1702-1713 - Qiang Yu
Constructing Accurate and Efficient Deep Spiking Neural Networks With Double-Threshold and Augmented Schemes. 1714-1726 - Shuangshuang Xiong
Model-Free Adaptive Control for Unknown MIMO Nonaffine Nonlinear Discrete-Time Systems With Experimental Validation. 1727-1739 - Tao He
Subtraction Gates: Another Way to Learn Long-Term Dependencies in Recurrent Neural Networks. 1740-1751 - Jie Jiang
Global-Guided Selective Context Network for Scene Parsing. 1752-1764 - Narendra Kumar Dhar
Online Nash Solution in Networked Multirobot Formation Using Stochastic Near-Optimal Control Under Dynamic Events. 1765-1778 - Jiadong Chen, Yincheng Wu
An Efficient Memristor-Based Circuit Implementation of Squeeze-and-Excitation Fully Convolutional Neural Networks. 1779-1790 - Yang Yang
Predictor-Based Neural Dynamic Surface Control for Bipartite Tracking of a Class of Nonlinear Multiagent Systems. 1791-1802 - Meiqi Wang
Rethinking Adaptive Computing: Building a Unified Model Complexity-Reduction Framework With Adversarial Robustness. 1803-1810 - Yoon-Jae Yeo
Simple Yet Effective Way for Improving the Performance of GAN. 1811-1818
Volume 33, Number 5, May 2022
- Yongduan Song
Editorial Biologically Learned/Inspired Methods for Sensing, Control, and Decision. 1820-1824 - Hui Gao
Bio-Motivated Two-Level Event-Triggered Controller for Nonlinear Systems. 1825-1832 - Jettanan Homchanthanakul
Continuous Online Adaptation of Bioinspired Adaptive Neuroendocrine Control for Autonomous Walking Robots. 1833-1845 - Qinglai Wei
Spiking Adaptive Dynamic Programming Based on Poisson Process for Discrete-Time Nonlinear Systems. 1846-1856 - Cheng Qian
Octopus-Inspired Microgripper for Deformation-Controlled Biological Sample Manipulation. 1857-1866 - Tong Liu
Multi-Output Selective Ensemble Identification of Nonlinear and Nonstationary Industrial Processes. 1867-1880 - Qing Chen
Asymptotic Tracking Control for Uncertain MIMO Systems: A Biologically Inspired ESN Approach. 1881-1890 - Ziquan Yu
Distributed Adaptive Fault-Tolerant Time-Varying Formation Control of Unmanned Airships With Limited Communication Ranges Against Input Saturation for Smart City Observation. 1891-1904 - Qingtao Zhao
Event-Triggered ADP for Nonzero-Sum Games of Unknown Nonlinear Systems. 1905-1913 - Man Li
Bio-Inspired Dynamic Collective Choice in Large-Population Systems: A Robust Mean-Field Game Perspective. 1914-1924 - Liyuan Wang
Triple-Memory Networks: A Brain-Inspired Method for Continual Learning. 1925-1934 - Qi Xu
Robust Transcoding Sensory Information With Neural Spikes. 1935-1946 - Malu Zhang
Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks. 1947-1958 - Daniel Gutierrez-Galan
An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems. 1959-1973 - Zhou Wu
Chain-Structure Echo State Network With Stochastic Optimization: Methodology and Application. 1974-1985 - Anguo Zhang
Event-Driven Intrinsic Plasticity for Spiking Convolutional Neural Networks. 1986-1995 - Aida Todri-Sanial
How Frequency Injection Locking Can Train Oscillatory Neural Networks to Compute in Phase. 1996-2009 - Baosheng Zhang
Memory Recall: A Simple Neural Network Training Framework Against Catastrophic Forgetting. 2010-2022 - Qiyu Sun
Unsupervised Estimation of Monocular Depth and VO in Dynamic Environments via Hybrid Masks. 2023-2033 - Hyeryung Jang
Multisample Online Learning for Probabilistic Spiking Neural Networks. 2034-2044 - Pawel Ladosz
Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network Architecture. 2045-2056 - Fanghong Guo
Training Deep Neural Network for Optimal Power Allocation in Islanded Microgrid Systems: A Distributed Learning-Based Approach. 2057-2069 - Feng Duan
Recognizing Missing Electromyography Signal by Data Split Reorganization Strategy and Weight-Based Multiple Neural Network Voting Method. 2070-2079 - Xianpeng Wang
A Multiobjective Evolutionary Nonlinear Ensemble Learning With Evolutionary Feature Selection for Silicon Prediction in Blast Furnace. 2080-2093 - Dengpeng Xing
A Brain-Inspired Approach for Collision-Free Movement Planning in the Small Operational Space. 2094-2105 - Qinghui Hong
Memristive Circuit Implementation of a Self-Repairing Network Based on Biological Astrocytes in Robot Application. 2106-2120 - Huanhuan Ran, Shiping Wen
Memristor-Based Edge Computing of Blaze Block for Image Recognition. 2121-2131 - Nasibeh Rady Raz
Target Convergence Analysis of Cancer-Inspired Swarms for Early Disease Diagnosis and Targeted Collective Therapy. 2132-2146 - Zhenshan Bing
Toward Cognitive Navigation: Design and Implementation of a Biologically Inspired Head Direction Cell Network. 2147-2158 - Kang Wang, Di-Hua Zhai
An MVMD-CCA Recognition Algorithm in SSVEP-Based BCI and Its Application in Robot Control. 2159-2167 - Linli Zhang
Brain-Inspired Experience Reinforcement Model for Bin Packing in Varying Environments. 2168-2180 - Jun Wan
Robust Facial Landmark Detection by Multiorder Multiconstraint Deep Networks. 2181-2194 - Filippo Maria Bianchi
Hierarchical Representation Learning in Graph Neural Networks With Node Decimation Pooling. 2195-2207 - Rui Wang
SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Image Set Classification. 2208-2222 - Wenjia Meng
An Off-Policy Trust Region Policy Optimization Method With Monotonic Improvement Guarantee for Deep Reinforcement Learning. 2223-2235 - Longxin Li, Man-Wai Mak
Contrastive Adversarial Domain Adaptation Networks for Speaker Recognition. 2236-2245 - Ehsan Rahiminejad
A Neuromorphic CMOS Circuit With Self-Repairing Capability. 2246-2258 - Tianyun Zhang
StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs. 2259-2273 - Rui Zhang
Unsupervised Feature Selection With Extended OLSDA via Embedding Nonnegative Manifold Structure. 2274-2280
Volume 33, Number 6, June 2022
- Guansong Pang
Editorial Deep Learning for Anomaly Detection. 2282-2286 - Trong-Nguyen Nguyen
SmithNet: Strictness on Motion-Texture Coherence for Anomaly Detection. 2287-2300 - Xuanzhao Wang, Zhengping Che
Robust Unsupervised Video Anomaly Detection by Multipath Frame Prediction. 2301-2312 - Fabio Valerio Massoli
MOCCA: Multilayer One-Class Classification for Anomaly Detection. 2313-2323 - Ziyi Yang
Memory-Augmented Generative Adversarial Networks for Anomaly Detection. 2324-2334 - Kang Zhou, Jing Li, Yuting Xiao, Jianlong Yang, Jun Cheng
Memorizing Structure-Texture Correspondence for Image Anomaly Detection. 2335-2349 - David Macêdo
Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples. 2350-2364 - Yuening Li
Automated Anomaly Detection via Curiosity-Guided Search and Self-Imitation Learning. 2365-2377 - Yixin Liu, Zhao Li
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning. 2378-2392 - Tong Zhao
A Synergistic Approach for Graph Anomaly Detection With Pattern Mining and Feature Learning. 2393-2405 - Kaize Ding
Cross-Domain Graph Anomaly Detection. 2406-2415 - Leyan Deng
Graph Convolutional Adversarial Networks for Spatiotemporal Anomaly Detection. 2416-2428 - Da-Wei Zhou
Learning to Classify With Incremental New Class. 2429-2443 - Qin Xie
Semisupervised Training of Deep Generative Models for High-Dimensional Anomaly Detection. 2444-2453 - Yingjie Zhou
Feature Encoding With Autoencoders for Weakly Supervised Anomaly Detection. 2454-2465 - Jiachen Zhao
Attract-Repel Encoder: Learning Anomaly Representation Away From Landmarks. 2466-2479 - Daoming Li
Center-Aware Adversarial Autoencoder for Anomaly Detection. 2480-2493 - Vít Skvára
Comparison of Anomaly Detectors: Context Matters. 2494-2507 - Astha Garg
An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series. 2508-2517 - Ruimin Sun
Learning Fast and Slow: Propedeutica for Real-Time Malware Detection. 2518-2529 - Chen Li, Hao Peng
Joint Stance and Rumor Detection in Hierarchical Heterogeneous Graph. 2530-2542 - Jiaying Liu
Deep Graph Learning for Anomalous Citation Detection. 2543-2557 - Xu Cheng
A Novel Deep Class-Imbalanced Semisupervised Model for Wind Turbine Blade Icing Detection. 2558-2570 - Gouhei Tanaka
Guest Editorial Special Issue on New Frontiers in Extremely Efficient Reservoir Computing. 2571-2574 - Benjamin Paaßen
Reservoir Memory Machines as Neural Computers. 2575-2585 - Thomas Jüngling
Consistency Hierarchy of Reservoir Computers. 2586-2595 - Manjunath Gandhi
An Echo State Network Imparts a Curve Fitting. 2596-2604 - Bernardo Barancelli Schwedersky
Adaptive Practical Nonlinear Model Predictive Control for Echo State Network Models. 2605-2614 - Jean Panaioti Jordanou
Echo State Networks for Practical Nonlinear Model Predictive Control of Unknown Dynamic Systems. 2615-2629 - Azarakhsh Jalalvand
Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma. 2630-2641 - Luca Pasa
Multiresolution Reservoir Graph Neural Network. 2642-2653 - Luca Pedrelli, Xavier Hinaut
Hierarchical-Task Reservoir for Online Semantic Analysis From Continuous Speech. 2654-2663 - Johannes Nokkala
High-Performance Reservoir Computing With Fluctuations in Linear Networks. 2664-2675 - Sarthak Gupta
Neuromorphic Time-Multiplexed Reservoir Computing With On-the-Fly Weight Generation for Edge Devices. 2676-2685 - Mitsumasa Nakajima
Neural Schrödinger Equation: Physical Law as Deep Neural Network. 2686-2700 - Denis Kleyko
Cellular Automata Can Reduce Memory Requirements of Collective-State Computing. 2701-2713 - Benedikt Vettelschoss
Information Processing Capacity of a Single-Node Reservoir Computer: An Experimental Evaluation. 2714-2725 - Chunli Qin
Vertebrae Labeling via End-to-End Integral Regression Localization and Multi-Label Classification Network. 2726-2736 - Guoqiang Tan
Reachable Set Estimation of Delayed Markovian Jump Neural Networks Based on an Improved Reciprocally Convex Inequality. 2737-2742
Volume 33, Number 7, July 2022
- Benjamin Cramer
The Heidelberg Spiking Data Sets for the Systematic Evaluation of Spiking Neural Networks. 2744-2757 - Qingxing Cao
Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding. 2758-2767 - Dong Wang
Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent. 2768-2780 - Tao Bian
Reinforcement Learning and Adaptive Optimal Control for Continuous-Time Nonlinear Systems: A Value Iteration Approach. 2781-2790 - Yongsik Jin
Parameterized Luenberger-Type H∞ State Estimator for Delayed Static Neural Networks. 2791-2800 - Shuangming Yang
BiCoSS: Toward Large-Scale Cognition Brain With Multigranular Neuromorphic Architecture. 2801-2815 - Wei Chen
Causal Discovery in Linear Non-Gaussian Acyclic Model With Multiple Latent Confounders. 2816-2827 - Leonardo Galli
A Study on Truncated Newton Methods for Linear Classification. 2828-2841 - Zhe Liu
Agglomerative Neural Networks for Multiview Clustering. 2842-2852 - Maolin Wang
Low-Latency In Situ Image Analytics With FPGA-Based Quantized Convolutional Neural Network. 2853-2866 - Xiumei Han
Adaptive Optimal Control for Unknown Constrained Nonlinear Systems With a Novel Quasi-Model Network. 2867-2878 - Grzegorz Dudek
A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting. 2879-2891 - Yan Zhang
Observer-Based Fixed-Time Neural Control for a Class of Nonlinear Systems. 2892-2902 - Guo-Sen Xie
Generalized Zero-Shot Learning With Multiple Graph Adaptive Generative Networks. 2903-2915 - Shuyin Xia
mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework. 2916-2930 - Jingtao Hu
Observer Design for Sampled-Data Systems via Deterministic Learning. 2931-2939 - K. Ruwani M. Fernando
Dynamically Weighted Balanced Loss: Class Imbalanced Learning and Confidence Calibration of Deep Neural Networks. 2940-2951 - Ruiqi Mao
Broad Learning With Reinforcement Learning Signal Feedback: Theory and Applications. 2952-2964 - Yun Ho Choi
Neural-Network-Based Distributed Asynchronous Event-Triggered Consensus Tracking of a Class of Uncertain Nonlinear Multi-Agent Systems. 2965-2979 - Songnam Hong
Active Learning With Multiple Kernels. 2980-2994 - Shaoxin Sun
Dissipativity-Based Finite-Time Filtering for Uncertain Semi-Markovian Jump Random Systems With Multiple Time Delays and State Constraints. 2995-3009 - Ruijun Ma
PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising. 3010-3023 - Nguyen Ngoc Thuy
A Novel Feature Selection Method for High-Dimensional Mixed Decision Tables. 3024-3037 - Ji-Seon Bang
Spatio-Spectral Feature Representation for Motor Imagery Classification Using Convolutional Neural Networks. 3038-3049 - Zhijun Mai
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning. 3050-3064 - Wei Zhou
An Efficient Sparse Bayesian Learning Algorithm Based on Gaussian-Scale Mixtures. 3065-3078 - Patrick Cheridito
Efficient Approximation of High-Dimensional Functions With Neural Networks. 3079-3093 - Martin Hofmann
Synaptic Scaling - An Artificial Neural Network Regularization Inspired by Nature. 3094-3108 - Shiping Wen
Observer-Based Adaptive Synchronization of Multiagent Systems With Unknown Parameters Under Attacks. 3109-3119 - Shun-Zheng Yu
Explicit Duration Recurrent Networks. 3120-3130 - Yongming Li
Observer-Based Neuro-Adaptive Optimized Control of Strict-Feedback Nonlinear Systems With State Constraints. 3131-3145 - Parinthorn Manomaisaowapak, Anawat Nartkulpat, Jitkomut Songsiri
Granger Causality Inference in EEG Source Connectivity Analysis: A State-Space Approach. 3146-3156 - Jipeng Guo
Rank Consistency Induced Multiview Subspace Clustering via Low-Rank Matrix Factorization. 3157-3170 - Yingchun Wang
Data-Driven-Based Event-Triggered Control for Nonlinear CPSs Against Jamming Attacks. 3171-3177 - Simone Coppolino
Sequence Learning in a Single Trial: A Spiking Neurons Model Based on Hippocampal Circuitry. 3178-3183 - Wenhao Lu
DNN-kWTA With Bounded Random Offset Voltage Drifts in Threshold Logic Units. 3184-3192
Volume 33, Number 8, August 2022
- Licheng Jiao
New Generation Deep Learning for Video Object Detection: A Survey. 3195-3215 - Zhipei Hu
Synchronization of Complex Dynamical Networks Subject to Noisy Sampling Interval and Packet Loss. 3216-3226 - Xiao-Zhen Liu
Boundary Stabilization of Stochastic Delayed Cohen-Grossberg Neural Networks With Diffusion Terms. 3227-3237 - Qi Wang
Neuron Linear Transformation: Modeling the Domain Shift for Crowd Counting. 3238-3250 - João F. L. de Oliveira
A Hybrid System Based on Dynamic Selection for Time Series Forecasting. 3251-3263 - Guojun Wang
Encoder-X: Solving Unknown Coefficients Automatically in Polynomial Fitting by Using an Autoencoder. 3264-3276 - Akshay Agarwal
DAMAD: Database, Attack, and Model Agnostic Adversarial Perturbation Detector. 3277-3289 - Yaohua Liu
DQC-ADMM: Decentralized Dynamic ADMM With Quantized and Censored Communications. 3290-3304 - Hailin Wang, Feng Zhang, Jianjun Wang, Tingwen Huang, Jianwen Huang, Xinling Liu:
Generalized Nonconvex Approach for Low-Tubal-Rank Tensor Recovery. 3305-3319 - Lituan Wang
Deep Attention-Based Imbalanced Image Classification. 3320-3330 - Weiwei Sun
Adaptive Neural Network Control for Full-State Constrained Robotic Manipulator With Actuator Saturation and Time-Varying Delays. 3331-3342 - Hyun-Soo Choi
Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator. 3343-3356 - Zhongwei Huang
Parkinson's Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data. 3357-3371 - Dou Quan
Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching. 3372-3386 - Qiang Yu
Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns. 3387-3399 - Lida Li
Detachable Second-Order Pooling: Toward High-Performance First-Order Networks. 3400-3414 - Vasilios N. Katsikis
Solving Complex-Valued Time-Varying Linear Matrix Equations via QR Decomposition With Applications to Robotic Motion Tracking and on Angle-of-Arrival Localization. 3415-3424 - Risheng Liu
Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation. 3425-3436 - Ningning Han
Theory-Inspired Deep Network for Instantaneous-Frequency Extraction and Subsignals Recovery From Discrete Blind-Source Data. 3437-3447 - Liyang Liu
GenDet: Meta Learning to Generate Detectors From Few Shots. 3448-3460 - Haoran Tan
Distributed Group Coordination of Multiagent Systems in Cloud Computing Systems Using a Model-Free Adaptive Predictive Control Strategy. 3461-3473 - Xiaozheng Jin
Adaptive NN-Based Consensus for a Class of Nonlinear Multiagent Systems With Actuator Faults and Faulty Networks. 3474-3486 - Ronghu Chi
Data-Driven Adaptive Consensus Learning From Network Topologies. 3487-3497 - James Oldfield
Adversarial Learning of Disentangled and Generalizable Representations of Visual Attributes. 3498-3509 - Juan Ni, Zhenhua Huang
Comparative Convolutional Dynamic Multi-Attention Recommendation Model. 3510-3521 - Didier A. Vega-Oliveros
Link Prediction Based on Stochastic Information Diffusion. 3522-3532 - Yibang Ruan
A Convex Model for Support Vector Distance Metric Learning. 3533-3546 - Teng Wan
RGB-D Point Cloud Registration Based on Salient Object Detection. 3547-3559 - Jun Lu
Hierarchical-Bayesian-Based Sparse Stochastic Configuration Networks for Construction of Prediction Intervals. 3560-3571 - Jongmin Yu
Abnormal Event Detection and Localization via Adversarial Event Prediction. 3572-3586 - Yu Zhang
Improving EEG Decoding via Clustering-Based Multitask Feature Learning. 3587-3597 - Xingyu Chen
Neighborhood Geometric Structure-Preserving Variational Autoencoder for Smooth and Bounded Data Sources. 3598-3611 - Hao Fei, Yue Zhang
Optimizing Attention for Sequence Modeling via Reinforcement Learning. 3612-3621 - Sanbo Ding
Periodic Event-Triggered Synchronization for Discrete-Time Complex Dynamical Networks. 3622-3633 - Jingyu Wang
Fast Unsupervised Projection for Large-Scale Data. 3634-3644 - Zhe Chen
Relaxed Block-Diagonal Dictionary Pair Learning With Locality Constraint for Image Recognition. 3645-3659 - Ju Jia
Multiperspective Progressive Structure Adaptation for JPEG Steganography Detection Across Domains. 3660-3674 - Qinghua Zhang
Optimal Scale Combination Selection Integrating Three-Way Decision With Hasse Diagram. 3675-3689 - Wentao Zhang
Networked Multiagent Systems: Antagonistic Interaction, Constraint, and its Application. 3690-3699 - Min Wang
Dynamic Learning From Adaptive Neural Control for Discrete-Time Strict-Feedback Systems. 3700-3712 - Weiwei Shi
Transductive Semisupervised Deep Hashing. 3713-3726 - Bin Wang
Surrogate-Assisted Particle Swarm Optimization for Evolving Variable-Length Transferable Blocks for Image Classification. 3727-3740 - Yu Wang
Target Tracking Control of a Biomimetic Underwater Vehicle Through Deep Reinforcement Learning. 3741-3752 - Xavier Alameda-Pineda
Variational Inference and Learning of Piecewise Linear Dynamical Systems. 3753-3764 - Junyang Chen
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings. 3765-3777 - Shixian Wen
Beneficial Perturbation Network for Designing General Adaptive Artificial Intelligence Systems. 3778-3791 - Jee Seok Yoon
A Plug-in Method for Representation Factorization in Connectionist Models. 3792-3803 - Yuanxin Li
Event-Based Design of Finite-Time Adaptive Control of Uncertain Nonlinear Systems. 3804-3813 - Qingxin Meng
Motion Planning and Adaptive Neural Tracking Control of an Uncertain Two-Link Rigid-Flexible Manipulator With Vibration Amplitude Constraint. 3814-3828 - Guoliang Chen
Sampled-Data Synchronization of Stochastic Markovian Jump Neural Networks With Time-Varying Delay. 3829-3841 - Wenwen Min
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis. 3842-3856 - Cuie Yang
Concept Drift-Tolerant Transfer Learning in Dynamic Environments. 3857-3871 - Xindi Yang
Data-Based Optimal Consensus Control for Multiagent Systems With Policy Gradient Reinforcement Learning. 3872-3883 - Yingjie Yin
Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation. 3884-3894 - Aparajita Khan
Multi-Manifold Optimization for Multi-View Subspace Clustering. 3895-3907 - Songfu Cai
Remote State Estimation of Nonlinear Systems Over Fading Channels via Recurrent Neural Networks. 3908-3922 - Xin Hu
Convolutional Neural Network for Behavioral Modeling and Predistortion of Wideband Power Amplifiers. 3923-3937 - Tianhu Yu
Finite-Time Synchronization of Complex-Valued Memristive-Based Neural Networks via Hybrid Control. 3938-3947 - Jun Wang
Margin Distribution Analysis. 3948-3960 - Zhifei Li
Learning Knowledge Graph Embedding With Heterogeneous Relation Attention Networks. 3961-3973 - Shuanglong Liu
Toward Full-Stack Acceleration of Deep Convolutional Neural Networks on FPGAs. 3974-3987 - Wenzhe Guo
Toward the Optimal Design and FPGA Implementation of Spiking Neural Networks. 3988-4002 - Zhi Wang
Lifelong Incremental Reinforcement Learning With Online Bayesian Inference. 4003-4016 - Luming Zhang
Massive-Scale Aerial Photo Categorization by Cross-Resolution Visual Perception Enhancement. 4017-4030 - Carlos Perales-González
Global Negative Correlation Learning: A Unified Framework for Global Optimization of Ensemble Models. 4031-4042 - Zhinan Peng
Optimal Tracking Control of Nonlinear Multiagent Systems Using Internal Reinforce Q-Learning. 4043-4055 - Chunfeng Lian
Multi-Task Weakly-Supervised Attention Network for Dementia Status Estimation With Structural MRI. 4056-4068 - Wenjin Huang
FPGA-Based High-Throughput CNN Hardware Accelerator With High Computing Resource Utilization Ratio. 4069-4083 - Haiping Zhu
Convolutional Ordinal Regression Forest for Image Ordinal Estimation. 4084-4095 - Junhong Zhao
Spiking Neural Network Regularization With Fixed and Adaptive Drop-Keep Probabilities. 4096-4109 - Guan'an Wang
Adversarial Binary Mutual Learning for Semi-Supervised Deep Hashing. 4110-4124 - Mahdi Imani
Scalable Inverse Reinforcement Learning Through Multifidelity Bayesian Optimization. 4125-4132 - Wu Yang
Fixed-Time Synchronization of Competitive Neural Networks With Multiple Time Scales. 4133-4138 - Qingtao Zhao
Online Reinforcement Learning Control by Direct Heuristic Dynamic Programming: From Time-Driven to Event-Driven. 4139-4144
Volume 33, Number 9, September 2022
- Sini Guo
On the Distribution of Successor States in Boolean Threshold Networks. 4147-4159 - Fuad E. Alsaadi
H∞ State Estimation for BAM Neural Networks With Binary Mode Switching and Distributed Leakage Delays Under Periodic Scheduling Protocol. 4160-4172 - Xudong Luo
Decision-Tree-Initialized Dendritic Neuron Model for Fast and Accurate Data Classification. 4173-4183 - Michael Everett
Certifiable Robustness to Adversarial State Uncertainty in Deep Reinforcement Learning. 4184-4198 - Jingyu Wang
Fast Self-Supervised Clustering With Anchor Graph. 4199-4212 - Jiang He
Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution. 4213-4227 - Yuanman Li
Weighted Error Entropy-Based Information Theoretic Learning for Robust Subspace Representation. 4228-4242 - Jian Peng
Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation. 4243-4256 - Yue Wu
Commonality Autoencoder: Learning Common Features for Change Detection From Heterogeneous Images. 4257-4270 - Ying Luo
Learning From Architectural Redundancy: Enhanced Deep Supervision in Deep Multipath Encoder-Decoder Networks. 4271-4284 - Xing Xu
Stigmergic Independent Reinforcement Learning for Multiagent Collaboration. 4285-4299 - Rui Zhang
Maximum Joint Probability With Multiple Representations for Clustering. 4300-4310 - Guoxian Yu
Multiview Multi-Instance Multilabel Active Learning. 4311-4321 - Huifang Min
Observer-Based NN Control for Nonlinear Systems With Full-State Constraints and External Disturbances. 4322-4331 - Faliang Huang
Attention-Emotion-Enhanced Convolutional LSTM for Sentiment Analysis. 4332-4345 - Xiaoyu Zhang
Stability of Sliding Mode ILC Design for a Class of Nonlinear Systems With Unknown Control Input Delay. 4346-4360 - Ziru Wang
Perturbation of Spike Timing Benefits Neural Network Performance on Similarity Search. 4361-4372 - Federico Pernici
Regular Polytope Networks. 4373-4387 - Qingsong Zhang
Faster Stochastic Quasi-Newton Methods. 4388-4397 - Shuangming Yang
CerebelluMorphic: Large-Scale Neuromorphic Model and Architecture for Supervised Motor Learning. 4398-4412 - Fadi Dornaika
Joint Label Inference and Discriminant Embedding. 4413-4423 - Hojung Lee
Local Critic Training for Model-Parallel Learning of Deep Neural Networks. 4424-4436 - Chaoxu Mu
Adaptive Learning and Sampled-Control for Nonlinear Game Systems Using Dynamic Event-Triggering Strategy. 4437-4450 - Zhiyuan Zha
A Hybrid Structural Sparsification Error Model for Image Restoration. 4451-4465 - Qicheng Lao
A Two-Stream Continual Learning System With Variational Domain-Agnostic Feature Replay. 4466-4478 - Xuerao Wang, Qingling Wang
Prescribed Performance Fault-Tolerant Control for Uncertain Nonlinear MIMO System Using Actor-Critic Learning Structure. 4479-4490 - Lijun Pan
Pinning Impulsive Synchronization of Stochastic Delayed Neural Networks via Uniformly Stable Function. 4491-4501 - Cen Chen
Hierarchical Semantic Graph Reasoning for Train Component Detection. 4502-4514 - Fanghai Zhang
Multistability and Stabilization of Fractional-Order Competitive Neural Networks With Unbounded Time-Varying Delays. 4515-4526 - Cheolhyeong Kim
Local Stability of Wasserstein GANs With Abstract Gradient Penalty. 4527-4537 - Shuhui Jiang
Deep Learning for Fashion Style Generation. 4538-4550 - Guangzhu Peng
Neural Networks Enhanced Optimal Admittance Control of Robot-Environment Interaction Using Reinforcement Learning. 4551-4561 - Wei Zheng
Feature Selection Boosted by Unselected Features. 4562-4574 - Jason J. R. Liu
Consensus of Positive Networked Systems on Directed Graphs. 4575-4583 - Chien-Lung Chou
Template-Free Try-On Image Synthesis via Semantic-Guided Optimization. 4584-4597 - Pietro Verzelli
Input-to-State Representation in Linear Reservoirs Dynamics. 4598-4609 - Lai Wei
Subspace Clustering via Structured Sparse Relation Representation. 4610-4623 - Jiaxu Miao
Identifying Visible Parts via Pose Estimation for Occluded Person Re-Identification. 4624-4634 - Yao Zhou
Evolutionary Shallowing Deep Neural Networks at Block Levels. 4635-4647 - Youngmin Ro
Rollback Ensemble With Multiple Local Minima in Fine-Tuning Deep Learning Networks. 4648-4660 - Zhi Wang
Large-Scale Affine Matrix Rank Minimization With a Novel Nonconvex Regularizer. 4661-4675 - Ziyu Wei
Flexible Body Partition-Based Adversarial Learning for Visible Infrared Person Re-Identification. 4676-4687 - Yuliang Cai
Adaptive Bipartite Fixed-Time Time-Varying Output Formation-Containment Tracking of Heterogeneous Linear Multiagent Systems. 4688-4698 - Jie Zhong
State Estimation for Probabilistic Boolean Networks via Outputs Observation. 4699-4711 - Yongyong Chen
Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering. 4712-4726 - Xintong Yang
Hierarchical Reinforcement Learning With Universal Policies for Multistep Robotic Manipulation. 4727-4741 - Enming Liang
An Integrated Reinforcement Learning and Centralized Programming Approach for Online Taxi Dispatching. 4742-4756 - Huan Wang
Feature-Level Attention-Guided Multitask CNN for Fault Diagnosis and Working Conditions Identification of Rolling Bearing. 4757-4769 - Wei Pu
Shuffle GAN With Autoencoder: A Deep Learning Approach to Separate Moving and Stationary Targets in SAR Imagery. 4770-4784 - Weiwen Liu
Item Relationship Graph Neural Networks for E-Commerce. 4785-4799 - Ce Li
Memory Attention Networks for Skeleton-Based Action Recognition. 4800-4814 - Dan Liu, Dan Ye
Edge-Based Decentralized Adaptive Pinning Synchronization of Complex Networks Under Link Attacks. 4815-4825 - Sanping Zhou
Multinetwork Collaborative Feature Learning for Semisupervised Person Reidentification. 4826-4839 - Rohollah Moghadam
Online Optimal Adaptive Control of Partially Uncertain Nonlinear Discrete-Time Systems Using Multilayer Neural Networks. 4840-4850 - Yong Li
Probabilistic, Recurrent, Fuzzy Neural Network for Processing Noisy Time-Series Data. 4851-4860 - Shangshang Yang
A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks. 4861-4875 - Yiliao Song
A Segment-Based Drift Adaptation Method for Data Streams. 4876-4889 - Zhong Qu
A Deeply Supervised Convolutional Neural Network for Pavement Crack Detection With Multiscale Feature Fusion. 4890-4899 - Prayag Gowgi, Amrutha Machireddy
Spatiotemporal Memories for Missing Samples Reconstruction. 4900-4914 - Yi Ding
DeepKeyGen: A Deep Learning-Based Stream Cipher Generator for Medical Image Encryption and Decryption. 4915-4929 - Xiaolong Ma
Non-Structured DNN Weight Pruning - Is It Beneficial in Any Platform? 4930-4944 - Wen Yu, Baiying Lei
Tensorizing GAN With High-Order Pooling for Alzheimer's Disease Assessment. 4945-4959 - Hanyu Peng
Deep Network Quantization via Error Compensation. 4960-4970 - Savin Treanta
LU-Optimality Conditions in Optimization Problems With Mechanical Work Objective Functionals. 4971-4978 - Lunke Fei
Jointly Heterogeneous Palmprint Discriminant Feature Learning. 4979-4990 - Huaian Chen
Semisupervised Semantic Segmentation by Improving Prediction Confidence. 4991-5003 - Zixiang Ding
BNAS: Efficient Neural Architecture Search Using Broad Scalable Architecture. 5004-5018 - Chenglong Li
RGBT Tracking via Noise-Robust Cross-Modal Ranking. 5019-5031 - Xing Gao
iPool - Information-Based Pooling in Hierarchical Graph Neural Networks. 5032-5044 - Xiaona Song
Finite-Time Synchronization of Reaction-Diffusion Inertial Memristive Neural Networks via Gain-Scheduled Pinning Control. 5045-5056 - Yaoxin Wu
Learning Improvement Heuristics for Solving Routing Problems. 5057-5069 - Xuelong Li
Semisupervised Feature Selection via Generalized Uncorrelated Constraint and Manifold Embedding. 5070-5079 - Songsong Dai
Quantum Cryptanalysis on a Multivariate Cryptosystem Based on Clipped Hopfield Neural Network. 5080-5084 - Xuefang Li
Iterative Learning Control for Output Tracking of Nonlinear Systems With Unavailable State Information. 5085-5092
Volume 33, Number 10, October 2022
- Sparsh Mittal
A Survey of Deep Learning on CPUs: Opportunities and Co-Optimizations. 5095-5115 - Xinqi Li
Hash Bit Selection via Collaborative Neurodynamic Optimization With Discrete Hopfield Networks. 5116-5124 - Qi Zhang
Neural Time-Aware Sequential Recommendation by Jointly Modeling Preference Dynamics and Explicit Feature Couplings. 5125-5137 - Mahdi Imani
Two-Stage Bayesian Optimization for Scalable Inference in State-Space Models. 5138-5149 - Peng Xu
Multigraph Transformer for Free-Hand Sketch Recognition. 5150-5161 - Alexandros Haliassos
Supervised Learning for Nonsequential Data: A Canonical Polyadic Decomposition Approach. 5162-5176 - Jiyuan Liu
Multiview Subspace Clustering via Co-Training Robust Data Representation. 5177-5189 - Biao Sun
Training-Free Deep Generative Networks for Compressed Sensing of Neural Action Potentials. 5190-5199 - Hao Wu
Effective Collaborative Representation Learning for Multilabel Text Categorization. 5200-5214 - Marcin Bialas
Spike-Timing-Dependent Plasticity With Activation-Dependent Scaling for Receptive Fields Development. 5215-5228 - Weinan Gao
Reinforcement Learning-Based Cooperative Optimal Output Regulation via Distributed Adaptive Internal Model. 5229-5240 - Jing Zhang
Event-Triggered Adaptive Neural Network Sensor Failure Compensation for Switched Interconnected Nonlinear Systems With Unknown Control Coefficients. 5241-5252 - Wen Fei
General Bitwidth Assignment for Efficient Deep Convolutional Neural Network Quantization. 5253-5267 - Rongqiang Tang, Housheng Su
Finite-Time Synchronization of Markovian Coupled Neural Networks With Delays via Intermittent Quantized Control: Linear Programming Approach. 5268-5278 - Hojjat Salehinejad
EDropout: Energy-Based Dropout and Pruning of Deep Neural Networks. 5279-5292 - Keqiuyin Li
Multi-Source Contribution Learning for Domain Adaptation. 5293-5307 - Lihua Zhou
Prototype-Based Multisource Domain Adaptation. 5308-5320 - Hui Li
Uniform Stability of Complex-Valued Neural Networks of Fractional Order With Linear Impulses and Fixed Time Delays. 5321-5331 - Yancheng Wang
Discriminative Multi-View Dynamic Image Fusion for Cross-View 3-D Action Recognition. 5332-5345 - Ping Li
Face Sketch Synthesis Using Regularized Broad Learning System. 5346-5360 - Lu Wang
Hierarchical Multiagent Reinforcement Learning for Allocating Guaranteed Display Ads. 5361-5373 - Long Chen
Multiagent Meta-Reinforcement Learning for Adaptive Multipath Routing Optimization. 5374-5386 - Yuhui Quan
Nonblind Image Deblurring via Deep Learning in Complex Field. 5387-5400 - Guangrun Wang
Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition. 5401-5415 - Shuai Song
Adaptive NN Finite-Time Resilient Control for Nonlinear Time-Delay Systems With Unknown False Data Injection and Actuator Faults. 5416-5428 - Pingping Pan
Deep Learning-Based 2-D Frequency Estimation of Multiple Sinusoidals. 5429-5440 - Qi Li, Zidong Wang
Simultaneous State and Unknown Input Estimation for Complex Networks With Redundant Channels Under Dynamic Event-Triggered Mechanisms. 5441-5451 - Qixiang Ye
Continuation Multiple Instance Learning for Weakly and Fully Supervised Object Detection. 5452-5466 - Maolong Lv, Wenwu Yu, Jinde Cao
A Separation-Based Methodology to Consensus Tracking of Switched High-Order Nonlinear Multiagent Systems. 5467-5479 - Xiang Li
Degradation Alignment in Remaining Useful Life Prediction Using Deep Cycle-Consistent Learning. 5480-5491 - Maopeng Ran
Adaptive Observation-Based Efficient Reinforcement Learning for Uncertain Systems. 5492-5503 - Chao Deng
Learning-Based Distributed Resilient Fault-Tolerant Control Method for Heterogeneous MASs Under Unknown Leader Dynamic. 5504-5513 - Zhiwei Fang
A High-Efficient Hybrid Physics-Informed Neural Networks Based on Convolutional Neural Network. 5514-5526 - Deyuan Meng
Design and Analysis of Data-Driven Learning Control: An Optimization-Based Approach. 5527-5541 - Qintao Gan
Improved Results on Fixed-/Preassigned-Time Synchronization for Memristive Complex-Valued Neural Networks. 5542-5556 - Jun Liu
Multipixel Anomaly Detection With Unknown Patterns for Hyperspectral Imagery. 5557-5567 - Jingyu Wang
A Novel Formulation of Trace Ratio Linear Discriminant Analysis. 5568-5578 - Zhongguo Li
Consensus-Based Cooperative Algorithms for Training Over Distributed Data Sets Using Stochastic Gradients. 5579-5589 - Samr Ali
Maximum A Posteriori Approximation of Hidden Markov Models for Proportional Sequential Data Modeling With Simultaneous Feature Selection. 5590-5601 - Zejian Zhou
Large-Scale Multiagent System Tracking Control Using Mean Field Games. 5602-5610 - Decheng Liu
Heterogeneous Face Interpretable Disentangled Representation for Joint Face Recognition and Synthesis. 5611-5625 - Zhi Chen
Class-Imbalanced Deep Learning via a Class-Balanced Ensemble. 5626-5640 - Fuxiang Huang, Lei Zhang
Domain Adaptation Preconceived Hashing for Unconstrained Visual Retrieval. 5641-5655 - Jianying Xiao
Unified Analysis on the Global Dissipativity and Stability of Fractional-Order Multidimension-Valued Memristive Neural Networks With Time Delay. 5656-5665 - Long Ma
Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement. 5666-5680 - Qiang Ji
A Decoder-Free Variational Deep Embedding for Unsupervised Clustering. 5681-5693 - Hongtian Chen
Data-Driven Designs of Fault Detection Systems via Neural Network-Aided Learning. 5694-5705 - Bo-Jian Hou
Prediction With Unpredictable Feature Evolution. 5706-5715 - Yang-Yang Chen
Spherical Formation Tracking Control of Nonlinear Second-Order Agents With Adaptive Neural Flow Estimate. 5716-5727 - Vidyadhar Upadhya
Learning Gaussian-Bernoulli RBMs Using Difference of Convex Functions Optimization. 5728-5738 - Yang Lou
Knowledge-Based Prediction of Network Controllability Robustness. 5739-5750 - Kejie Xu
Deep Feature Aggregation Framework Driven by Graph Convolutional Network for Scene Classification in Remote Sensing. 5751-5765 - Jingwei Zhang
On the Rates of Convergence From Surrogate Risk Minimizers to the Bayes Optimal Classifier. 5766-5774 - Di Wu
An L1-and-L2-Norm-Oriented Latent Factor Model for Recommender Systems. 5775-5788 - Fei Ye
Deep Mixture Generative Autoencoders. 5789-5803 - Hao Zhang
Stability and Synchronization of Nonautonomous Reaction-Diffusion Neural Networks With General Time-Varying Delays. 5804-5817 - Tao Liang, Wenya Wang
Weakly Supervised Domain Adaptation for Aspect Extraction via Multilevel Interaction Transfer. 5818-5829 - Xiong Yang
Decentralized Event-Driven Constrained Control Using Adaptive Critic Designs. 5830-5844 - Jie Li
Whitening-Net: A Generalized Network to Diagnose the Faults Among Different Machines and Conditions. 5845-5858 - Mingyu Fan
Adaptive Data Structure Regularized Multiclass Discriminative Feature Selection. 5859-5872 - Xiang Gao
Reinforcement Learning Control of Robotic Knee With Human-in-the-Loop by Flexible Policy Iteration. 5873-5887 - Ziqiu Chi
Explicit Metric-Based Multiconcept Multi-Instance Learning With Triplet and Superbag. 5888-5897 - Jing Chai
Learning With Label Proportions by Incorporating Unmarked Data. 5898-5912 - Mahdi Imani
Graph-Based Bayesian Optimization for Large-Scale Objective-Based Experimental Design. 5913-5925 - Marta Zaniolo
Neuro-Evolutionary Direct Policy Search for Multiobjective Optimal Control. 5926-5938 - Iulia-Maria Comsa
Temporal Coding in Spiking Neural Networks With Alpha Synaptic Function: Learning With Backpropagation. 5939-5952 - Licheng Liu
Noise Robust Face Hallucination Based on Smooth Correntropy Representation. 5953-5965 - Hanbin Zhao
Memory-Efficient Class-Incremental Learning for Image Classification. 5966-5977 - Chia-Chi Tsai
IVS-Caffe - Hardware-Oriented Neural Network Model Development. 5978-5992 - Jinduo Liu
Inferring Effective Connectivity Networks From fMRI Time Series With a Temporal Entropy-Score. 5993-6006 - Bangxin Jiang
Synchronization of Chaotic Neural Networks: Average-Delay Impulsive Control. 6007-6012 - Huiping Zhuang
Fully Decoupled Neural Network Learning Using Delayed Gradients. 6013-6020 - Tianlin Huang
Neural Embedding Singular Value Decomposition for Collaborative Filtering. 6021-6029 - Xinglan Liu, Bin Xu
Event-Triggered Adaptive Control of Uncertain Nonlinear Systems With Composite Condition. 6030-6037 - Shouyou Huang
Fast Rates of Gaussian Empirical Gain Maximization With Heavy-Tailed Noise. 6038-6043
Volume 33, Number 11, November 2022
- Abdelmalek Bouguettaya
Vehicle Detection From UAV Imagery With Deep Learning: A Review. 6047-6067 - Kh Shahriya Zaman
Custom Hardware Architectures for Deep Learning on Portable Devices: A Review. 6068-6088 - Zhanyu Ma
Dirichlet Process Mixture of Generalized Inverted Dirichlet Distributions for Positive Vector Data With Extended Variational Inference. 6089-6102 - Bin Gu
Privacy-Preserving Asynchronous Vertical Federated Learning Algorithms for Multiparty Collaborative Learning. 6103-6115 - Monu Verma
AutoMER: Spatiotemporal Neural Architecture Search for Microexpression Recognition. 6116-6128 - Chia-Hung Yeh, Chu-Han Lin, Li-Wei Kang, Chih-Hsiang Huang, Min-Hui Lin, Chuan-Yu Chang, Chua-Chin Wang:
Lightweight Deep Neural Network for Joint Learning of Underwater Object Detection and Color Conversion. 6129-6143 - Wuneng Zhou
Cluster Synchronization of Coupled Neural Networks With Lévy Noise via Event-Triggered Pinning Control. 6144-6157 - Zhiwen Chen
A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection Methods. 6158-6172 - Bin Xu
Finite-Time Robust Intelligent Control of Strict-Feedback Nonlinear Systems With Flight Dynamics Application. 6173-6182 - Majid Mazouchi
Data-Driven Dynamic Multiobjective Optimal Control: An Aspiration-Satisfying Reinforcement Learning Approach. 6183-6193 - Felix Peppert
On the Sufficient Condition for Solving the Gap-Filling Problem Using Deep Convolutional Neural Networks. 6194-6205 - Jianhui Wang
Neural Adaptive Self-Triggered Control for Uncertain Nonlinear Systems With Input Hysteresis. 6206-6214 - Lasitha Vidyaratne
Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data With Spatial Information. 6215-6225 - Yu Liu
Adaptive Neural Network Control of a Flexible Spacecraft Subject to Input Nonlinearity and Asymmetric Output Constraint. 6226-6234 - Yuan Zhou
Exploiting Operation Importance for Differentiable Neural Architecture Search. 6235-6248 - Zhenzhi Wu, Hehui Zhang
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing. 6249-6262 - Ao Ma
Adversarial Entropy Optimization for Unsupervised Domain Adaptation. 6263-6274 - Fan Ma
Learning With Noisy Labels via Self-Reweighting From Class Centroids. 6275-6285 - Xiao-Fang Liu
Resource-Aware Distributed Differential Evolution for Training Expensive Neural-Network-Based Controller in Power Electronic Circuit. 6286-6296 - Hamza Al Kouzbary
Generating an Adaptive and Robust Walking Pattern for a Prosthetic Ankle-Foot by Utilizing a Nonlinear Autoregressive Network With Exogenous Inputs. 6297-6305 - Xin Liu
FDDH: Fast Discriminative Discrete Hashing for Large-Scale Cross-Modal Retrieval. 6306-6320 - Christa Cuchiero, Lukas Gonon
Discrete-Time Signatures and Randomness in Reservoir Computing. 6321-6330 - Debanjan Konar
Qutrit-Inspired Fully Self-Supervised Shallow Quantum Learning Network for Brain Tumor Segmentation. 6331-6345 - Shaogao Lv
Improved Inference for Imputation-Based Semisupervised Learning Under Misspecified Setting. 6346-6359 - Xinyu Peng
Drill the Cork of Information Bottleneck by Inputting the Most Important Data. 6360-6372 - Qinghua Tao
Toward Deep Adaptive Hinging Hyperplanes. 6373-6387 - Peng Jiang
Attention-Based Meta-Reinforcement Learning for Tracking Control of AUV With Time-Varying Dynamics. 6388-6401 - Meijuan Yang
DPFL-Nets: Deep Pyramid Feature Learning Networks for Multiscale Change Detection. 6402-6416 - Haibo Gu
Consensus of Stochastic Dynamical Multiagent Systems in Directed Networks via PI Protocols. 6417-6428 - Juan-José Giraldo
A Fully Natural Gradient Scheme for Improving Inference of the Heterogeneous Multioutput Gaussian Process Model. 6429-6442 - Yingfeng Cai
DLnet With Training Task Conversion Stream for Precise Semantic Segmentation in Actual Traffic Scene. 6443-6457 - Jinsheng Ren
Orientation-Preserving Rewards' Balancing in Reinforcement Learning. 6458-6472 - Yue Cao, Yonggui Kao
Global Mittag-Leffler Stability of the Delayed Fractional-Coupled Reaction-Diffusion System on Networks Without Strong Connectedness. 6473-6483 - Xiaolin Zhang, Yunchao Wei
Rich Embedding Features for One-Shot Semantic Segmentation. 6484-6493 - Mingyuan Mao
iffDetector: Inference-Aware Feature Filtering for Object Detection. 6494-6503 - Tao Jiang
Weakly Supervised Discriminative Learning With Spectral Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection. 6504-6517 - Danfeng Hong
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing. 6518-6531 - Hanbin Zhao
What and Where: Learn to Plug Adapters via NAS for Multidomain Learning. 6532-6544 - Jian Li
Command-Filtered Robust Adaptive NN Control With the Prescribed Performance for the 3-D Trajectory Tracking of Underactuated AUVs. 6545-6557 - Liangxiao Jiang
Learning From Crowds With Multiple Noisy Label Distribution Propagation. 6558-6568 - Zhenyuan Guo
Multistability of Switched Neural Networks With Gaussian Activation Functions Under State-Dependent Switching. 6569-6583 - Jingliang Duan
Distributional Soft Actor-Critic: Off-Policy Reinforcement Learning for Addressing Value Estimation Errors. 6584-6598 - Yuanhao Li
Restricted Minimum Error Entropy Criterion for Robust Classification. 6599-6612 - Xuguang Bao
Mining Non-Redundant Co-Location Patterns. 6613-6626 - Qinqin Zhou
Attention-Based Neural Architecture Search for Person Re-Identification. 6627-6639 - Yue Zhou
Complementary Memtransistor-Based Multilayer Neural Networks for Online Supervised Learning Through (Anti-)Spike-Timing-Dependent Plasticity. 6640-6651 - Yuqing Ma
Transductive Relation-Propagation With Decoupling Training for Few-Shot Learning. 6652-6664 - Lin Xiao
Performance Analysis and Applications of Finite-Time ZNN Models With Constant/Fuzzy Parameters for TVQPEI. 6665-6676 - Changhui Wang
Adaptive Neural Network Control for a Class of Fractional-Order Nonstrict-Feedback Nonlinear Systems With Full-State Constraints and Input Saturation. 6677-6689 - Jia-Ming Zhang
Time-/Event-Triggered Adaptive Neural Asymptotic Tracking Control for Nonlinear Systems With Full-State Constraints and Application to a Single-Link Robot. 6690-6700 - Seif-Eddine Benkabou, Khalid Benabdeslem
Local Anomaly Detection for Multivariate Time Series by Temporal Dependency Based on Poisson Model. 6701-6711 - Qian Li
Global Graph Attention Embedding Network for Relation Prediction in Knowledge Graphs. 6712-6725 - Wu-Dong Xi
Deep Rating and Review Neural Network for Item Recommendation. 6726-6736 - Junyang Chen
Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning. 6737-6748 - Chenwei Tang
Zero-Shot Learning via Structure-Aligned Generative Adversarial Network. 6749-6762 - Zuowei Cai
Finite-/Fixed-Time Stability of Nonautonomous Functional Differential Inclusion: Lyapunov Approach Involving Indefinite Derivative. 6763-6774 - Xiuwen Gong
Top- Partial Label Machine. 6775-6788 - Keke Huang
Fault Diagnosis of Hydraulic Systems Based on Deep Learning Model With Multirate Data Samples. 6789-6801 - Xueyang Fu
A Model-Driven Deep Unfolding Method for JPEG Artifacts Removal. 6802-6816 - Ling Zuo
A Privacy-Preserving Semisupervised Algorithm Under Maximum Correntropy Criterion. 6817-6830 - Weiyu Li
Communication-Censored Distributed Stochastic Gradient Descent. 6831-6843 - Jingyu Wang
Unsupervised Adaptive Embedding for Dimensionality Reduction. 6844-6855 - Zhijun Zhang
Ensemble Support Vector Recurrent Neural Network for Brain Signal Detection. 6856-6866 - Xiang Wu
Developmental Network-2: The Autonomous Generation of Optimal Internal-Representation Hierarchy. 6867-6880 - Xiaochang Lin, Jiewen Guan
Unsupervised Feature Selection via Orthogonal Basis Clustering and Local Structure Preserving. 6881-6892 - Kun Wang, Xiaoping Liu
Adaptive Finite-Time Command Filtered Controller Design for Nonlinear Systems With Output Constraints and Input Nonlinearities. 6893-6904 - Shen Yan
Memory-Event-Triggered Output Control of Neural Networks With Mixed Delays. 6905-6915 - Jize Xue
Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion. 6916-6930 - Xiao Wang
Tracking by Joint Local and Global Search: A Target-Aware Attention-Based Approach. 6931-6945 - Hong-xiang Hu
A Distributed Lyapunov-Based Redesign Approach for Heterogeneous Uncertain Agents With Cooperation-Competition Interactions. 6946-6960 - Huei-Fang Yang
Learning Binary Hash Codes Based on Adaptable Label Representations. 6961-6975 - Alvin Chan
Breaking Neural Reasoning Architectures With Metamorphic Relation-Based Adversarial Examples. 6976-6982 - Guang-Yong Chen
Frequency Principle in Broad Learning System. 6983-6989 - Rui-Qi Wang
Meta-Prototypical Learning for Domain-Agnostic Few-Shot Recognition. 6990-6996
Volume 33, Number 12, December 2022
- Zewen Li
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects. 6999-7019 - Shengliang Peng
A Survey of Modulation Classification Using Deep Learning: Signal Representation and Data Preprocessing. 7020-7038 - Bernhard C. Geiger
On Information Plane Analyses of Neural Network Classifiers - A Review. 7039-7051 - Xiangqian Yao
Synchronization Rather Than Finite-Time Synchronization Results of Fractional-Order Multi-Weighted Complex Networks. 7052-7063 - Biao Yang
A Novel Graph-Based Trajectory Predictor With Pseudo-Oracle. 7064-7078 - Junyang Chen
Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs. 7079-7090 - Mingbao Lin
Filter Sketch for Network Pruning. 7091-7100 - Yue Hu
Vision-Based Topological Mapping and Navigation With Self-Organizing Neural Networks. 7101-7113 - Song Fu
A Novel Time-Series Memory Auto-Encoder With Sequentially Updated Reconstructions for Remaining Useful Life Prediction. 7114-7125 - Shuangming Yang
Neuromorphic Context-Dependent Learning Framework With Fault-Tolerant Spike Routing. 7126-7140 - Boyu Yang
Part-Based Semantic Transform for Few-Shot Semantic Segmentation. 7141-7152 - Qingtan Meng, Qian Ma
Global Stabilization for a Class of Stochastic Nonlinear Time-Delay Systems With Unknown Measurement Drifts and Its Application. 7153-7160 - Juan Zhang
Observer-Based Output Feedback Event-Triggered Adaptive Control for Linear Multiagent Systems Under Switching Topologies. 7161-7171 - Xiaolong Fan
Deep Neural Message Passing With Hierarchical Layer Aggregation and Neighbor Normalization. 7172-7184 - Bin-Bin Jia
Maximum Margin Multi-Dimensional Classification. 7185-7198 - Kai Qi
Elastic Net Nonparallel Hyperplane Support Vector Machine and Its Geometrical Rationality. 7199-7209 - Chen Ding
Quantum-Inspired Support Vector Machine. 7210-7222 - Yidan Feng
Easy2Hard: Learning to Solve the Intractables From a Synthetic Dataset for Structure-Preserving Image Smoothing. 7223-7236 - Enzo Tartaglione
SeReNe: Sensitivity-Based Regularization of Neurons for Structured Sparsity in Neural Networks. 7237-7250 - Jin-Fan Hu
Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks. 7251-7265 - Tao Dong
Pattern Formation in a Reaction-Diffusion BAM Neural Network With Time Delay: (k1, k2) Mode Hopf-Zero Bifurcation Case. 7266-7276 - Pinzhuo Tian
Consistent Meta-Regularization for Better Meta-Knowledge in Few-Shot Learning. 7277-7288 - Mingxuan Sun
On a Finitely Activated Terminal RNN Approach to Time-Variant Problem Solving. 7289-7302 - Wenqian Dong, Shaoxiong Hou, Song Xiao, Jiahui Qu, Qian Du, Yunsong Li:
Generative Dual-Adversarial Network With Spectral Fidelity and Spatial Enhancement for Hyperspectral Pansharpening. 7303-7317 - Hyuk Jin Kwon
Inverse-Based Approach to Explaining and Visualizing Convolutional Neural Networks. 7318-7329 - Lusine Abrahamyan
Learned Gradient Compression for Distributed Deep Learning. 7330-7344 - Tingting Gao
IBLF-Based Adaptive Neural Control of State-Constrained Uncertain Stochastic Nonlinear Systems. 7345-7356 - Mingbao Lin
Network Pruning Using Adaptive Exemplar Filters. 7357-7366 - Tinghuan Chen
An Efficient Sharing Grouped Convolution via Bayesian Learning. 7367-7379 - Junli Wang
Net Learning. 7380-7389 - Yufeng Tian
Stochastic Stability of Markovian Neural Networks With Generally Hybrid Transition Rates. 7390-7399 - Pengfei Jiao
Temporal Network Embedding for Link Prediction via VAE Joint Attention Mechanism. 7400-7413 - Wenqi Xu
Event-Triggered Adaptive NN Tracking Control for MIMO Nonlinear Discrete-Time Systems. 7414-7424 - Shirui Luo
Multiview Subspace Dual Clustering. 7425-7437 - Jie Tao
Dynamic Event-Triggered State Estimation for Markov Jump Neural Networks With Partially Unknown Probabilities. 7438-7447 - Hong Xie
A Reinforcement Learning Approach to Price Cloud Resources With Provable Convergence Guarantees. 7448-7460 - Foivos Ntelemis
Image Clustering Using an Augmented Generative Adversarial Network and Information Maximization. 7461-7474 - Tao Peng
Finite-Time and Fixed-Time Synchronization of Quaternion-Valued Neural Networks With/Without Mixed Delays: An Improved One-Norm Method. 7475-7487 - You Zhao, Xiaofeng Liao
Centralized and Collective Neurodynamic Optimization Approaches for Sparse Signal Reconstruction via L₁-Minimization. 7488-7501 - Guangzeng Chen, Guangke Chen, Yunjiang Lou:
Diagonal Recurrent Neural Network-Based Hysteresis Modeling. 7502-7512 - Xu Yuan
Prescribed Finite-Time Adaptive Neural Tracking Control for Nonlinear State-Constrained Systems: Barrier Function Approach. 7513-7522 - Syed Ali Asad Rizvi
Reinforcement Learning Based Optimal Tracking Control Under Unmeasurable Disturbances With Application to HVAC Systems. 7523-7533 - Jason J. R. Liu
Nonnegative Consensus Tracking of Networked Systems With Convergence Rate Optimization. 7534-7544 - Xiaoyu Zhang
Delay-Dependent Switching Approaches for Stability Analysis of Two Additive Time-Varying Delay Neural Networks. 7545-7558 - Dong Shen
A Probabilistically Quantized Learning Control Framework for Networked Linear Systems. 7559-7573 - Rui Yan
Position-Aware Participation-Contributed Temporal Dynamic Model for Group Activity Recognition. 7574-7588 - Bin Xian
Robust Adaptive Control for a Small Unmanned Helicopter Using Reinforcement Learning. 7589-7597 - Zheng Chai
A Deep Probabilistic Transfer Learning Framework for Soft Sensor Modeling With Missing Data. 7598-7609 - Zeya Wang
DNB: A Joint Learning Framework for Deep Bayesian Nonparametric Clustering. 7610-7620 - Tielin Zhang
Tuning Convolutional Spiking Neural Network With Biologically Plausible Reward Propagation. 7621-7631 - Nuri Mert Vural
Achieving Online Regression Performance of LSTMs With Simple RNNs. 7632-7643 - Bo Tian
Composite Antidisturbance Control for Non-Gaussian Stochastic Systems via Information-Theoretic Learning Technique. 7644-7654 - An-An Liu, Hongshuo Tian
Toward Region-Aware Attention Learning for Scene Graph Generation. 7655-7666 - Yiyang Zhang
Learning From a Complementary-Label Source Domain: Theory and Algorithms. 7667-7681 - Kai Wang
Deep Neural Network-Embedded Stochastic Nonlinear State-Space Models and Their Applications to Process Monitoring. 7682-7694 - Qiuyue Zuo, Kenli Li
Robust Finite-Time Zeroing Neural Networks With Fixed and Varying Parameters for Solving Dynamic Generalized Lyapunov Equation. 7695-7705 - Justin Leo
Incremental Deep Neural Network Learning Using Classification Confidence Thresholding. 7706-7716 - Navid Azizan
Stochastic Mirror Descent on Overparameterized Nonlinear Models. 7717-7727 - Shuangshuang Xiong
Data-Driven Formation Control for Unknown MIMO Nonlinear Discrete-Time Multi-Agent Systems With Sensor Fault. 7728-7742 - Tianrui Chen
Rapid Sensor Fault Diagnosis for a Class of Nonlinear Systems via Deterministic Learning. 7743-7754 - Yawei Zhao
Proximal Online Gradient Is Optimum for Dynamic Regret: A General Lower Bound. 7755-7764 - Jianming Ye
Distillation-Guided Residual Learning for Binary Convolutional Neural Networks. 7765-7777 - Shubham Pateria
End-to-End Hierarchical Reinforcement Learning With Integrated Subgoal Discovery. 7778-7790 - Yongming Li
Observer-Based Adaptive Optimized Control for Stochastic Nonlinear Systems With Input and State Constraints. 7791-7805 - Fanhua Shang
Efficient Gradient Support Pursuit With Less Hard Thresholding for Cardinality-Constrained Learning. 7806-7817 - Xing He
A Fixed-Time Projection Neural Network for Solving L₁-Minimization Problem. 7818-7828 - Ben Mussay, Dan Feldman
Data-Independent Structured Pruning of Neural Networks via Coresets. 7829-7841 - Rana Ali Amjad
Understanding Neural Networks and Individual Neuron Importance via Information-Ordered Cumulative Ablation. 7842-7852 - Jia-Li Yin
Automatic Intermediate Generation With Deep Reinforcement Learning for Robust Two-Exposure Image Fusion. 7853-7862 - Zhenshan Bing
Complex Robotic Manipulation via Graph-Based Hindsight Goal Generation. 7863-7876 - Tomas Kulvicius
Finding Optimal Paths Using Networks Without Learning - Unifying Classical Approaches. 7877-7887 - Feng Lin
Supervised Learning in Neural Networks: Feedback-Network-Free Implementation and Biological Plausibility. 7888-7898 - Min Shi
Topology and Content Co-Alignment Graph Convolutional Learning. 7899-7907 - Qian Ma
Consensusability of First-Order Multiagent Systems Under Distributed PID Controller With Time Delay. 7908-7912 - Pawel Staszewski
A New Approach to Descriptors Generation for Image Retrieval by Analyzing Activations of Deep Neural Network Layers. 7913-7920 - Heng-Shiou Sheu, Zhixuan Chu
Knowledge-Guided Article Embedding Refinement for Session-Based News Recommendation. 7921-7927 - Yijun Bian
Subarchitecture Ensemble Pruning in Neural Architecture Search. 7928-7936 - Rebecca L. Russell
Multivariate Uncertainty in Deep Learning. 7937-7943 - Danyang Wu
Parameter-Free Consensus Embedding Learning for Multiview Graph-Based Clustering. 7944-7950
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