IEEE Transactions on Neural Networks and Learning Systems

Article	Citations
IEEE Transactions on Neural Networks and Learning Systems Information for Authors	3555
Table of Contents	1749
IEEE Computational Intelligence Society Information	833
End-to-End Streaming Video Temporal Action Segmentation With Reinforcement Learning	701
On the Size and Width of the Decoder of a Boolean Threshold Autoencoder	574
Single-Frame-Based Deep View Synchronization for Unsynchronized Multicamera Surveillance	534
Altruistic Collaborative Learning	482
Deep-Growing Neural Network With Manifold Constraints for Hyperspectral Image Classification	417
Local Causal Discovery in Multiple Manipulated Datasets	377
Semantic Consistency Reasoning for 3-D Object Detection in Point Clouds	363
Visual Reinforcement Learning Control With Instance-Reweighted Alignment and Instance-Dimension Uniformity	336
Protecting Deep Learning Model Copyrights With Adversarial Example-Free Reuse Detection	321
Discovering Spatiotemporal–Individual Coupled Features From Nonstandard Tensors—A Novel Dynamic Graph Mixer Approach	312
Stochastically Controlled Compositional Gradient for Composition Problems	302
A Novel Formulation of Trace Ratio Linear Discriminant Analysis	275
Automated Anomaly Detection via Curiosity-Guided Search and Self-Imitation Learning	262
Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation	261
A Distributed Proximal Consensus Algorithm for Energy Saving in Ethylene Production	260
Consensus of Stochastic Dynamical Multiagent Systems in Directed Networks via PI Protocols	259
PGFormer: A Prototype-Graph Transformer for Incomplete Multiview Clustering	248
Open Set Domain Adaptation via Joint Alignment and Category Separation	246
A Weighted Heterogeneous Graph-Based Dialog System	243
MUSIC: Accelerated Convergence for Distributed Optimization With Inexact and Exact Methods	235
IEEE Computational Intelligence Society	235
Task-Oriented Robot Cognitive Manipulation Planning Using Affordance Segmentation and Logic Reasoning	225

DigNet: Digging Clues From Local–Global Interactive Graph for Aspect-Level Sentiment Classification	219
Theoretical Advances on Stochastic Configuration Networks	210
Constructing Accurate and Efficient Deep Spiking Neural Networks With Double-Threshold and Augmented Schemes	209
Spectral Embedding Representation Based on Random Anchor Graph Aggregation	209
Scalable Inverse Reinforcement Learning Through Multifidelity Bayesian Optimization	206
Hierarchical Deep Reinforcement Learning-Based Propofol Infusion Assistant Framework in Anesthesia	202
Analytical Bounds on the Local Lipschitz Constants of ReLU Networks	201
Achieving Sharp Upper Bounds on the Expressive Power of Neural Networks via Tropical Polynomials	199
Robust Symbol Detection Based on Quaternion Neural Networks in Wireless Polarization-Shift-Keying Communications	194
Learning Sequential Variation Information for Dynamic Facial Expression Recognition	194
DenseKD: Dense Knowledge Distillation by Exploiting Region and Sample Importance	193
Interpretable Model-Driven Deep Network for Hyperspectral, Multispectral, and Panchromatic Image Fusion	191
ResDNet: Efficient Dense Multi-Scale Representations With Residual Learning for High-Level Vision Tasks	190
SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation	188
Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization	185
Convolution Filter Compression via Sparse Linear Combinations of Quantized Basis	185
Efficient Approximations for Matrix-Based Rényi’s Entropy on Sequential Data	184
Efficient Linear Discriminant Analysis Based on Randomized Low-Rank Approaches	183
Power Law in Deep Neural Networks: Sparse Network Generation and Continual Learning With Preferential Attachment	183
Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning	182
Rethinking Pretraining as a Bridge From ANNs to SNNs	179
A Study on Truncated Newton Methods for Linear Classification	177
LMFE: Learning-Based Multiscale Feature Engineering in Partial Discharge Detection	177
Agglomerative Neural Networks for Multiview Clustering	175
Conservative Novelty Synthesizing Network for Malware Recognition in an Open-Set Scenario	172
Depthwise Convolution for Multi-Agent Communication With Enhanced Mean-Field Approximation	172
Attention-Based Real Image Restoration	168
Evolving Memristive Reservoir	166
Butterfly Residual Network: A Hybrid Approach With Spectral Transformers and Depth-Wise Convolutions for Hyperspectral Image Super-Resolution	160
Colorization-Inspired Customized Low-Light Image Enhancement by a Decoupled Network	159
Heterogeneous Multidomain Recommender System Through Adversarial Learning	158
Population Historical Information-Driven Evolutionary Multitask Neural Architecture Search	158
Local Anomaly Detection for Multivariate Time Series by Temporal Dependency Based on Poisson Model	157
A Novel Generator With Auxiliary Branch for Improving GAN Performance	155
From Cluster Assumption to Graph Convolution: Graph-Based Semi-Supervised Learning Revisited	155
MGEL: Multigrained Representation Analysis and Ensemble Learning for Text Moderation	155
Adaptive Neural Coordinated Control for Multiple Euler-Lagrange Systems With Periodic Event-Triggered Sampling	153
Deep Learning and Symbolic Regression for Discovering Parametric Equations	152
Multistability of Almost Periodic Solutions for Fuzzy Competitive NNs With Time-Varying Delays	152
Wormhole Dynamics in Deep Neural Networks	151
Soft Sensing for Time Series With Irregular Sampling Internals Based on a Denoising Interval Attention LSTM Network	151
Chain-Structure Echo State Network With Stochastic Optimization: Methodology and Application	148
Projective Synchronization for Uncertain Fractional Reaction-Diffusion Systems via Adaptive Sliding Mode Control Based on Finite-Time Scheme	148
Improved Stability Criteria for Delayed Neural Networks Using a Quadratic Function Negative-Definiteness Approach	148
D2Vformer: A Flexible Time-Series Prediction Model Based on Time-Position Embedding	148
Exploring Dynamic Transformer for Efficient Object Tracking	146
Three-Stage Semisupervised Cross-Modal Hashing With Pairwise Relations Exploitation	146
Simulation-Aided Handover Prediction From Video Using Recurrent Image-to-Motion Networks	142
AEVAE: Adaptive Evolutionary Autoencoder for Anomaly Detection in Time Series	142
Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity	141

Recurrent Neural Dynamics Models for Perturbed Nonstationary Quadratic Programs: A Control-Theoretical Perspective	140
Neural Adaptive Intermittent Output Feedback Control for Autonomous Underwater Vehicles With Full-State Quantitative Designs	140
Interest HD: An Interest Frame Model for Recommendation Based on HD Image Generation	139
Neuro-Optimal Event-Triggered Impulsive Control for Stochastic Systems via ADP	139
Learning Aligned Vertex Convolutional Networks for Graph Classification	139
BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network Performance	138
LFT: Neural Ordinary Differential Equations With Learnable Final-Time	137
Adaptive Event-Triggered Bipartite Formation for Multiagent Systems via Reinforcement Learning	136
A Novel Data Augmentation Method Based on CoralGAN for Prediction of Part Surface Roughness	134
Cross-Modal Remote Sensing Image–Text Retrieval via Context and Uncertainty-Aware Prompt	134
Learning Single Spectral Abundance for Hyperspectral Subpixel Target Detection	133
A Shadow Imaging Bilinear Model and Three-Branch Residual Network for Shadow Removal	132
Proportional–Integral Observer-Based State Estimation for Singularly Perturbed Complex Networks With Cyberattacks	132
Simple and Effective: Spatial Rescaling for Person Reidentification	131
H ∞Bipartite Synchronization of Double-Layer Markov Switched Cooperation-Competition Neural Networks: A Distributed Dynamic Event-Triggered Mechanism	130
Status-Aware Signed Heterogeneous Network Embedding With Graph Neural Networks	130
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review	129
SinKD: Sinkhorn Distance Minimization for Knowledge Distillation	129
Manifold Interpolation for Large-Scale Multiobjective Optimization via Generative Adversarial Networks	128
Penalizing the Hard Example But Not Too Much: A Strong Baseline for Fine-Grained Visual Classification	128
A Hybrid CMOS-Memristor Spiking Neural Network Supporting Multiple Learning Rules	128
Spatiotemporal Transformation-Based Neural Network With Interpretable Structure for Modeling Distributed Parameter Systems	127
Modified RNN for Solving Comprehensive Sylvester Equation With TDOA Application	126
Context-Aware Learning and Pattern Decomposition for Temporal Knowledge Graph Reasoning	126
Subspace Clustering via Structured Sparse Relation Representation	126
Transfer Learning-Motivated Intelligent Fault Diagnosis Designs: A Survey, Insights, and Perspectives	124
Adaptive Weighted Ranking-Oriented Label Distribution Learning	124
Self-Constructing Fuzzy Neural Fractional-Order Sliding Mode Control of Active Power Filter	121
Deep Learning for Visual Localization and Mapping: A Survey	121
Graph-Based Unsupervised Feature Selection for Interval-Valued Information System	120
Federated Generalized Face Presentation Attack Detection	120
Effective Streaming Low-Tubal-Rank Tensor Approximation via Frequent Directions	119
2-D Transformer: Extending Large Language Models to Long-Context With Few Memory	119
Empowering the Diversity and Individuality of Option: Residual Soft Option Critic Framework	119
Point-DAE: Denoising Autoencoders for Self-Supervised Point Cloud Learning	119
Variable Gain Impulsive Synchronization for Discrete-Time Delayed Neural Networks and Its Application in Digital Secure Communication	118
Granular Ball Sampling for Noisy Label Classification or Imbalanced Classification	117
Integrating Clinical Knowledge Graphs and Gradient-Based Neural Systems for Enhanced Melanoma Diagnosis via the Seven-Point Checklist	116
Inverse Reinforcement Learning for Adversarial Apprentice Games	115
Tensorizing GAN With High-Order Pooling for Alzheimer’s Disease Assessment	114
A Dini-Derivative-Aided Zeroing Neural Network for Time-Variant Quadratic Programming Involving Multi-Type Constraints With Robotic Applications	113
Koopman-Based MPC With Learned Dynamics: Hierarchical Neural Network Approach	113
Parameterized Luenberger-TypeH∞State Estimator for Delayed Static Neural Networks	113
Unsupervised Skill Discovery Through Skill Regions Differentiation	112
Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks	111
Learning Unified Anchor Graph for Joint Clustering of Hyperspectral and LiDAR Data	111
Neural Network Output-Feedback Consensus Fault-Tolerant Control for Nonlinear Multiagent Systems With Intermittent Actuator Faults	111
Robust and Sparse Principal Component Analysis With Adaptive Loss Minimization for Feature Selection	110
Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation	110
Deep Reinforcement Learning for Cyber Security	109
Domain Adaptation via Prompt Learning	109
Representation-Learning-Based CNN for Intelligent Attack Localization and Recovery of Cyber-Physical Power Systems	109
Event-Triggered Synchronization of Multiple Fractional-Order Recurrent Neural Networks With Time-Varying Delays	108
DualGCN: Exploring Syntactic and Semantic Information for Aspect-Based Sentiment Analysis	108
An Efficient Graph Learning System for Emotion Recognition Inspired by the Cognitive Prior Graph of EEG Brain Network	108
Efficient Spiking Neural Networks With Radix Encoding	108
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS Publication Information	107
Multiview Classification Through Learning From Interval-Valued Data	107
TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks	107
IEEE Transactions on Neural Networks and Learning Systems Publication Information	105
IEEE Transactions on Neural Networks and Learning Systems Publication Information	105
Optimizing for In-Memory Deep Learning With Emerging Memory Technology	105
Progressively Learning to Reach Remote Goals by Continuously Updating Boundary Goals	104
Exponential Asynchronous Stabilization for Delayed Semi-Markovian Neural Networks via DAEIC	104
IEEE Transactions on Neural Networks and Learning Systems Information for Authors	103
Similarity-Agnostic Contrastive Learning With Alterable Self-Supervision	103
Robust PID-Type Iterative Learning Control for Nonlinear Square and Nonsquare Systems	103
Sparse Count Data Clustering Using an Exponential Approximation to Generalized Dirichlet Multinomial Distributions	102
An Interpretable Neural Control Network With Adaptable Online Learning for Sample Efficient Robot Locomotion Learning	102
Self-Supervised Deep Multiview Spectral Clustering	102
A Novel Fusion and Feature Selection Framework for Multisource Time-Series Data Based on Information Entropy	101
Reinforcement Learning From Hierarchical Critics	100
Multiple Guidance Network for Industrial Product Surface Inspection With One Labeled Target Sample	100
Privacy-Aware Data Acquisition Under Data Similarity in Regression Markets	100
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS Publication Information	100
Regularization Effect of Random Node Fault/Noise on Gradient Descent Learning Algorithm	100
Dual Parallel Policy Iteration With Coupled Policy Improvement	100
Cardinality Constrained Portfolio Optimization via Alternating Direction Method of Multipliers	99
An Explainable and Generalizable Recurrent Neural Network Approach for Differentiating Human Brain States on EEG Dataset	99
Bayesian-Learning-Based Diffusion Least Mean Square Algorithms Over Networks	99

Generalized Subspace Coupling Approach for Robust Low-Tubal-Rank Tensor Completion	99
Learning Multi-Agent Cooperation via Considering Actions of Teammates	98
GMM Enhanced Anchor-Based Spectral Clustering for Large-Scale Data	97
State Estimation for Discrete Time-Delayed Impulsive Neural Networks Under Communication Constraints: A Delay-Range-Dependent Approach	97
Accelerated Learning Control for Point-to-Point Tracking Systems	97
Causal Optimal Transport for Treatment Effect Estimation	97
On the Sufficient Condition for Solving the Gap-Filling Problem Using Deep Convolutional Neural Networks	97
Convolutional Neural Networks for Spherical Signal Processing via Area-Regular Spherical Haar Tight Framelets	96
Modularizing Deep Learning via Pairwise Learning With Kernels	96
Semi-Supervised Breast Lesion Segmentation Using Confidence-Ranked Features and Bi-Level Prototypes	96
A Unified Framework Based on Graph Consensus Term for Multiview Learning	96
HomLLM: Exploiting Semantic Homology Relationship for Fine-Grained Bird Image Classification via Large Language Models	96
Explicit Margin Equilibrium for Few-Shot Object Detection	96
Long-Term Tracking of Evasive Urban Target Based on Intention Inference and Deep Reinforcement Learning	96
SNN-FT: Temporal-Coded Spiking Neural Networks for Fourier Transform	95
A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning	95
Retrieval-Augmented Few-Shot Medical Image Segmentation With Foundation Models	95
Keep and Select: Improving Hierarchical Context Modeling for Multi-Turn Response Generation	95
SIN: Semantic Inference Network for Few-Shot Streaming Label Learning	95
Table of Contents	94
Fuzzy Logic-Enhanced Neuroadaptive Fault-Tolerant Control for Vehicular Platoons With Stochastic Disturbances and Asymmetric Spacing Constraints	94
An Inexact Sequential Quadratic Programming Method for Learning and Control of Recurrent Neural Networks	94
Massive Ultrasonic Data Compression Using Wavelet Packet Transformation Optimized by Convolutional Autoencoders	94
Cooperative Deep Q-Learning Framework for Environments Providing Image Feedback	94
Scale-Aware Super-Resolution Network With Dual Affinity Learning for Lesion Segmentation From Medical Images	94
Complete Stability of Delayed Recurrent Neural Networks With New Wave-Type Activation Functions	93
Fully Complex-Valued Dendritic Neuron Model	93
TRG-Net: An Interpretable and Controllable Rain Generator	93
Exponentially Synchronous Results for Delayed Neural Networks With Leakage Delay via Switched Delay Idea and AED-ADT Method	93
Data-Driven Internal Model Learning Control for Nonlinear Systems	93
Clinical Prompt Learning With Frozen Language Models	93
DMESH: A Structure-Preserving Diffusion Model for 3-D Mesh Denoising	93
Combining Optimal Path Search With Task-Dependent Learning in a Neural Network	92
Formulating and Representing Multiagent Systems With Hypergraphs	92
Exponential Stability of Impulsive Timescale-Type Nonautonomous Neural Networks With Discrete Time-Varying and Infinite Distributed Delays	91
Token-Bucket-Protocol-Based Recursive Remote State Estimation for Complex Networks Under Amplify-and-Forward Relays	91
An Online Active Broad Learning Approach for Real-Time Safety Assessment of Dynamic Systems in Nonstationary Environments	91
Anti-Confounding Hashing: Enhancing Radiological Image Retrieval via Debiased Weighting and Counterfactual Reasoning	91
Two-Time Scale Tracking Control of Flexible Robots With Primal-Dual Inverse Reinforcement Learning	89
Smart Machine Vision for Universal Spatial-Mode Reconstruction	89
PicassoNet: Searching Adaptive Architecture for Efficient Facial Landmark Localization	89
Inducing Neural Collapse via Anticlasses and One-Cold Cross-Entropy Loss	89
One-Step Multiview Clustering via Adaptive Graph Learning and Spectral Rotation	88
Discrete-Time Signatures and Randomness in Reservoir Computing	88
Uncertainty-Aware Aggregation for Federated Open Set Domain Adaptation	88
Targeted Collapse Regularized Autoencoder for Anomaly Detection: Black Hole at the Center	88
A Cross-Client Coordinator in Federated Learning Framework for Conquering Heterogeneity	88
Bidirectional Probabilistic Subspaces Approximation for Multiview Clustering	87
Interactive Prognosis Framework Between Deep Learning and a Stochastic Process Model for Remaining Useful Life Prediction	87
Unsupervised Deep Tensor Network for Hyperspectral–Multispectral Image Fusion	87
Finite-Time Passivity for Coupled Fractional-Order Neural Networks With Multistate or Multiderivative Couplings	86
Further Results on Optimal Tracking Control for Nonlinear Systems With Nonzero Equilibrium via Adaptive Dynamic Programming	86
PPGF: Probability Pattern-Guided Time Series Forecasting	86
GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set	86
Self-Supervised Random Forest on Transformed Distribution for Anomaly Detection	86
Security and Safety-Critical Learning-Based Collaborative Control for Multiagent Systems	86
SAM-Med3D: A Vision Foundation Model for General-Purpose Segmentation on Volumetric Medical Images	85
Discriminative Regression With Adaptive Graph Diffusion	85
Cosine 2DPCA With Weighted Projection Maximization	85
Exponential Synchronization of Coupled Inertial Neural Networks With Hybrid Delays and Stochastic Impulses	85
Hierarchical Regression and Classification for Accurate Object Detection	85
Circuit Implementation and Quasi-Stabilization of Delayed Inertial Memristor-Based Neural Networks	85
Progressive Spatial Information-Guided Deep Aggregation Convolutional Network for Hyperspectral Spectral Super-Resolution	84
Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network With Graph Representation Learning	84
Skeleton-Based Human Motion Prediction With Privileged Supervision	84
Deep Adversarial Inconsistent Cognitive Sampling for Multiview Progressive Subspace Clustering	84
Memory-Efficient Class-Incremental Learning for Image Classification	84
Reverse Graph Learning for Graph Neural Network	83
Clustering Interval and Triangular Granular Data: Modeling, Execution, and Assessment	83
Hierarchical Self-Attention Network for Industrial Data Series Modeling With Different Sampling Rates Between the Input and Output Sequences	83
Learning Cross-Attention Discriminators via Alternating Time–Space Transformers for Visual Tracking	83
Safety-Critical Containment Maneuvering of Underactuated Autonomous Surface Vehicles Based on Neurodynamic Optimization With Control Barrier Functions	82
Wavelet Transformer: An Effective Method on Multiple Periodic Decomposition for Time Series Forecasting	82
Optimal Control for Constrained Discrete-Time Nonlinear Systems Based on Safe Reinforcement Learning	82
A New Looped Functional to Synchronize Neural Networks With Sampled-Data Control	82
Multiagent Soft Actor-Critic Based Hybrid Motion Planner for Mobile Robots	82
Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns	82
Random Orthogonal Additive Filters: A Solution to the Vanishing/Exploding Gradient of Deep Neural Networks	81
A Novel k-Means Framework via Constrained Relaxation and Spectral Rotation	81
The Optimization of Control Parameters: Finite-Time Bipartite Synchronization of Memristive Neural Networks With Multiple Time Delays via Saturation Function	81
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semisupervised Skeleton-Based Action Recognition	80
Dual-Channel Adaptive Scale Hypergraph Encoders With Cross-View Contrastive Learning for Knowledge Tracing	79
CycleTrans: Learning Neutral Yet Discriminative Features via Cycle Construction for Visible- Infrared Person Re-Identification	79
Resilient Model Free Adaptive Distributed LFC for Multi-Area Power Systems Against Jamming Attacks	79
Flying Through a Narrow Gap Using End-to-End Deep Reinforcement Learning Augmented With Curriculum Learning and Sim2Real	79
Multi-H∞ Controls for Unknown Input-Interference Nonlinear System With Reinforcement Learning	78
IronForge: An Open, Secure, Fair, Decentralized Federated Learning	78
Bicriteria Sparse Nonnegative Matrix Factorization via Two-Timescale Duplex Neurodynamic Optimization	78
Event-Triggered Communication Network With Limited-Bandwidth Constraint for Multi-Agent Reinforcement Learning	78
Gait Quality Aware Network: Toward the Interpretability of Silhouette-Based Gait Recognition	78
Neuroadaptive Control With Enhanced Stability and Reliability	78
Safe Adaptive Policy Transfer Reinforcement Learning for Distributed Multiagent Control	78
An Improved Non-Negative Latent Factor Model for Missing Data Estimation via Extragradient-Based Alternating Direction Method	77
Observer-Based NN Control for Nonlinear Systems With Full-State Constraints and External Disturbances	77
A Node-Collaboration-Informed Graph Convolutional Network for Highly Accurate Representation to Undirected Weighted Graph	77