Neural Processing Letters

Article	Citations
A Heterogeneous Interaction Graph Network for Multi-Intent Spoken Language Understanding	256
An Innovative Information-Based Strategy for Epileptic EEG Classification	128
Neural Networks with Dependent Inputs	126
Real Time Air-Written Mathematical Expression Recognition for Children’s Enhanced Learning	103
Complementary Shifted Transformer for Image Captioning	99
High-speed Scene Text Detection with Attention and Multi-scale Label Generation	97
An Effective Ionospheric TEC Predicting Approach Using EEMD-PE-Kmeans and Self-Attention LSTM	91
Mitigate Gender Bias Using Negative Multi-task Learning	81
Vision-Aware Language Reasoning for Referring Image Segmentation	80
Scalable Affine Multi-view Subspace Clustering	74
Event-Triggered Controller on Practically Exponential Input-to-State Stabilization of Stochastic Reaction–Diffusion Cohen–Grossberg Neural Networks and Its Application to Image Encryption	59
Ehsinet: Efficient High-Order Spatial Interaction Multi-task Network for Adaptive Autonomous Driving Perception	57
Adaptive Guidance and Attention-Refined Network for Fast Video Object Segmentation	46
Penalized Least Squares Classifier: Classification by Regression Via Iterative Cost-Sensitive Learning	44
Detection of Drug Abuse Using Rough Set and Neural Network-Based Elevated Mathematical Predictive Modelling	43
Time-Frequency Localization Using Deep Convolutional Maxout Neural Network in Persian Speech Recognition	42
Lightweight CNN-Based Low-Light-Image Enhancement System on FPGA Platform	42
Generate Usable Adversarial Examples via Simulating Additional Light Sources	40
On the Performance of new Higher Order Transformation Functions for Highly Efficient Dense Layers	37
Global Exponential Stability Analysis of Commutative Quaternion-Valued Neural Networks with Time Delays on Time Scales	35
Eliminating Scale Ambiguity of Unsupervised Monocular Visual Odometry	33
Real-Time Traffic Sign Detection Based on Weighted Attention and Model Refinement	33
A Fine-Grained Entity Typing Method Combined with Features	30
Novel Parallel Multiple Minor Components Extraction Algorithm by Diagonal Matrix Method	30
Using Hamiltonian Neural Networks to Model Two Coupled Duffing Oscillators	29

GSA4FDA: Deep Geometric and Statistic Alignment for Fewer Labeled Domain Adaptation	29
An Improved Competitive Swarm Optimizer with Super-Particle-Leading	28
ACR-GNN: Adaptive Cluster Reinforcement Graph Neural Network Based on Contrastive Learning	28
Finite/Fixed-Time Synchronization of Memristor-Based Fuzzy Neural Networks with Markov Jumping Parameters Under Unified Control Schemes	27
Transformer-Based Cross-Modal Information Fusion Network for Semantic Segmentation	27
Multichannel Matrix Randomized Autoencoder	27
Aleatoric Uncertainty for Errors-in-Variables Models in Deep Regression	25
ELANet: Effective Lightweight Attention-Guided Network for Real-Time Semantic Segmentation	25
A Feature Selection Method Using Conditional Correlation Dispersion and Redundancy Analysis	25
Graph Contrastive Learning with Constrained Graph Data Augmentation	24
Variance-Constrained Resilient $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks with Random Saturation Observation Under Uncertain Occurrence Probability	23
Alternate Event-Triggered Intermittent Control for Exponential Synchronization of Multi-Weighted Complex Networks	23
A Weakly Supervised Semantic Segmentation Method Based on Local Superpixel Transformation	22
CCA-Based Fusion of Camera and Radar Features for Target Classification Under Adverse Weather Conditions	22
Engineering Vehicles Detection for Warehouse Surveillance System Based on Modified YOLOv4-Tiny	22
Partial-Neurons-Based $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks Subject to Randomly Occurring Time Delays under Variance Constraint	22
Learning Transferable Feature Representation with Swin Transformer for Object Recognition	21
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction	21
Weighted-Dependency with Attention-Based Graph Convolutional Network for Relation Extraction	20
Rethinking the Value of Local Feature Fusion in Convolutional Neural Networks	20
Improving Regularization in Deep Neural Networks by Co-adaptation Trace Detection	20
Joint Detection and Association for End-to-End Multi-object Tracking	19
A Radial Basis Function Neural Network for Stochastic Frontier Analyses of General Multivariate Production and Cost Functions	19
Exponential Synchronization for Discrete-Time Delayed Neural Networks via Memory-Based Saturated Controller	19
A Natural Threshold Model for Ordinal Regression	19
LMI-Based Synchronization Conditions to R-L Fractional Time-Varying Delayed Neural Networks with Parametric Uncertainty	19
PT-CNN: A Non-linear Lightweight Texture Image Classifier	18
Exponential Synchronization for Variable-order Fractional Complex Dynamical Networks via Dynamic Event-triggered Control Strategy	18
Multilayer Radial Basis Function Neural Network for Symbol Timing Recovery	18
Editorial: Special Issue on Transfer Learning	18
AMGAN: An Attribute-Matched Generative Adversarial Network for UAV Virtual Sample Generation	18
Emotion Recognition on EEG Signal Using ResNeXt Attention 2D-3D Convolution Neural Networks	18
Multivariate Density Estimation with Deep Neural Mixture Models	18
Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss	18
Zeroing Neural Network Based on Neutrosophic Logic for Calculating Minimal-Norm Least-Squares Solutions to Time-Varying Linear Systems	17
Enriching Word Information Representation for Chinese Cybersecurity Named Entity Recognition	17
Weighting Approaches in Data Mining and Knowledge Discovery: A Review	17
A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution	17
Self-coloring-Driven Plume Source Localization Strategy for Multiple Robots Using Dirichlet Process Gaussian Mixture Model and Mutation Random Salp Swarm Algorithm	17
A Multi-Joint Continuous Motion Estimation Method of Lower Limb Using Least Squares Support Vector Machine and Zeroing Neural Network based on sEMG signals	16
Unsupervised Saliency Detection via kNN Mechanism and Object-Biased Prior	16
Modified Newton Integration Neural Algorithm for Solving Time-Varying Yang-Baxter-Like Matrix Equation	16
MSARN: A Multi-scale Attention Residual Network for End-to-End Environmental Sound Classification	16
Estimation of 6D Pose of Objects Based on a Variant Adversarial Autoencoder	15
Retraction Note: Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory	14
Aspect-Based Sentiment Analysis Using Adversarial BERT with Capsule Networks	14
Biomedical Image Segmentation Using Fuzzy Artificial Cell Swarm Optimization (FACSO)	14
A Novel CNN-TLSTM Approach for Dengue Disease Identification and Prevention using IoT-Fog Cloud Architecture	14
Feature Correlation Transformer for Estimating Ambiguous Optical Flow	14
Neural Circuit Policies Imposing Visual Perceptual Autonomy	14

Multi-dimensional Taylor Network-Based Fault-Tolerant Control for Nonlinear Systems with Unmodeled Dynamics and Actuator Faults	13
FCA-LJP: A Method Based on Formal Concept Analysis for Case Judgment Prediction	13
Polynomial Recurrent Neural Network-Based Adaptive PID Controller With Stable Learning Algorithm	13
Pseudo S-Asymptotically $$\omega $$-Antiperiodic Solutions for SICNNs with Mixed Delays	13
Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification	12
Underwater Backscatter Recognition Using Deep Fuzzy Extreme Convolutional Neural Network Optimized via Hunger Games Search	12
Echo State Network Optimization: A Systematic Literature Review	12
Dilated Transformer with Feature Aggregation Module for Action Segmentation	12
Improved Generative Adversarial Network Learning via Structural Pattern Classification	11
Correction to: EFRNet: Efficient Feature Reuse Network for Real-time Semantic Segmentation	11
Special Issue on Artificial Intelligence Empowered Big Data Analytical Patterns for Medical Applications	11
Differential Neural Networks Prediction Using Slow and Fast Hybrid Learning: Application to Prognosis of Infectionsand Deaths of COVID-19 Dynamics	11
A Multi-prototype Capsule Network for Image Recognition with High Intra-class Variations	11
RETRACTED ARTICLE: Histo-Quartic Graph and Stack Entropy-Based Deep Neural Network Method for Brain and Tumor Segmentation	11
Research on Blind Recognition Algorithm of Channel Coding Based on One-Dimensional Convolutional Neural Network Under the Low SNR Regime	11
Can Global Strategy Outperform Myopic Strategy in Bayesian Sequential Design?	11
Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering	11
Facial Expression Recognition Based on Spatial-Temporal Fusion with Attention Mechanism	11
Deep Convolutional Neural Networks with Transfer Learning for Visual Sentiment Analysis	11
A Contrastive Learning Framework with Tree-LSTMs for Aspect-Based Sentiment Analysis	10
Rapid Person Re-Identification via Sub-space Consistency Regularization	10
Decentralized PI Controller Design for Robust Perfect Adaptation in Noisy Time-Delayed Genetic Regulatory Networks	10
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy	10
An Outlier-Robust Growing Local Model Network for Recursive System Identification	10
Normalized Attention Inter-Channel Pooling (NAIP) for Deep Convolutional Neural Network Regularization	10
Attention Based Convolutional Neural Network with Multi-frequency Resolution Feature for Environment Sound Classification	10
Further Research on the Problems of Synchronization for Fractional-Order BAM Neural Networks in Octonion-Valued Domain	10
LGADet: Light-weight Anchor-free Multispectral Pedestrian Detection with Mixed Local and Global Attention	10
A Generalization of Sigmoid Loss Function Using Tsallis Statistics for Binary Classification	10
Asymptotic Stability of Fractional-Order Incommensurate Neural Networks	10
A Novel Adaptive Sliding Mode Control of Robot Manipulator Based on RBF Neural Network and Exponential Convergence Observer	10
A Strip Dilated Convolutional Network for Semantic Segmentation	10
Transformer-Based Fused Attention Combined with CNNs for Image Classification	10
Completion-Attention Ladder Network for Few-Shot Underwater Acoustic Recognition	10
Image Quality Assessment via Inter-class and Intra-class Differences for Efficient Classification	10
An Optimal Stacked ResNet-BiLSTM-Based Accurate Detection and Classification of Genetic Disorders	10
Finite-Time Synchronization of Fractional-Order Quaternion-Valued Delayed Cohen-Grossberg Neural Networks	10
Natural Language Generation Using Sequential Models: A Survey	10
Incomplete Multi-view Learning via Consensus Graph Completion	10
A Novel Data Augmentation Method for Chinese Character Spatial Structure Recognition by Normalized Deformable Convolutional Networks	10
Sparse and Outlier Robust Extreme Learning Machine Based on the Alternating Direction Method of Multipliers	9
A Block Cipher Algorithm Identification Scheme Based on Hybrid Random Forest and Logistic Regression Model	9
Deep Learning on Image Stitching With Multi-viewpoint Images: A Survey	9
Multisynchronization of Delayed Fractional-Order Neural Networks via Average Impulsive Interval	9
Exponential Lag Synchronization of Cohen–Grossberg Neural Networks with Discrete and Distributed Delays on Time Scales	9
Lightweight Image Super-Resolution with ConvNeXt Residual Network	9
The Exponential Synchronization and Asymptotic Synchronization of Quaternion-Valued Memristor-Based Cohen–Grossberg Neural Networks with Time-Varying Delays	9
Online Learning Approach Based on Recursive Formulation for Twin Support Vector Machine and Sparse Pinball Twin Support Vector Machine	9
A New Hybrid Cuckoo Quantum-Behavior Particle Swarm Optimization Algorithm and its Application in Muskingum Model	9
Attention $$U^2Net$$: Cascaded UNets with Modified Skip Connection for Breast Tumor Segmentation	9
Deep Clustering Network for Steganographer Detection Using Latent Features Extracted from a Novel Convolutional Autoencoder	9
Correction: A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution	9
Adaptive Decentralized Tracking Control for a Class of Large-Scale Nonlinear Systems with Dynamic Uncertainties Using Multi-dimensional Taylor Network Approach	9
Multi-class Motor Imagery Recognition of Single Joint in Upper Limb Based on Multi-domain Feature Fusion	9
A Survey on Adversarial Domain Adaptation	9
Moving Object Detection in Video Sequences Based on a Two-Frame Temporal Information CNN	8
Zero-Norm ELM with Non-convex Quadratic Loss Function for Sparse and Robust Regression	8
Robust Visual Tracking with Motion-Aware and Automatic Temporal Regularization	8
Double Graph Attention Networks for Visual Semantic Navigation	8
Fixed/Prescribed-Time Bipartite Synchronization of Coupled Quaternion-Valued neural Networks with Competitive Interactions	8
Fusing Convolution and Self-Attention Parallel in Frequency Domain for Image Deblurring	8
Cascade Attentive Dropout for Weakly Supervised Object Detection	8
Dynamic Event-Triggered Passive Synchronization for Mode-Dependent Persistent Dwell-Time Switched Neural Networks Subject to DoS Attacks	8
Lightweight Parallel Feedback Network for Image Super-Resolution	8
A Novel Spatio-Temporal Network of Multi-channel CNN and GCN for Human Activity Recognition Based on BAN	8
A Multi-strategy Improved Sparrow Search Algorithm and its Application	8
Action-Aware Network with Upper and Lower Limit Loss for Weakly-Supervised Temporal Action Localization	8
Retraction Note: Cerebrum Tumor Segmentation of High Resolution Magnetic Resonance Images Using 2D-Convolutional Network with Skull Stripping	8
An Interpretive Adversarial Attack Method: Attacking Softmax Gradient Layer-Wise Relevance Propagation Based on Cosine Similarity Constraint and TS-Invariant	8
GSoANet: Group Second-Order Aggregation Network for Video Action Recognition	8
Cascaded Network Based on EfficientNet and Transformer for Deepfake Video Detection	8
Gait Recognition in Different Terrains with IMUs Based on Attention Mechanism Feature Fusion Method	8
Hardware Spiking Neural Networks with Pair-Based STDP Using Stochastic Computing	7
A Collaborative Filtering Recommendation Algorithm Based on Community Detection and Graph Neural Network	7
Geometrically Preserved Dual Projections Learning for Multi-label Classification	7
COREN: Multi-Modal Co-Occurrence Transformer Reasoning Network for Image-Text Retrieval	7
Neural-Network-Based Adaptive Consensus Control for Nonlinear Multiagent Systems Subject to Time Delays and Unknown Disturbance	7
Long-Short-Term Memory Based on Adaptive Convolutional Network for Time Series Classification	7
Multi-Scale Arc-Fusion Based Feature Embedding for Small-Scale Biometrics	7
Nonparallel Support Vector Machine with L2-norm Loss and its DCD-type Solver	7

Attention-Guided Optimal Transport for Unsupervised Domain Adaptation with Class Structure Prior	7
AdaLip: An Adaptive Learning Rate Method per Layer for Stochastic Optimization	7
Further Results on Fixed-Time Cluster Synchronization of Coupled Neural Networks	7
Dynamic Properties of Dual-delay Network Congestion Control System Based on Hybrid Control	7
Finite-Time Synchronization for Delayed Inertial Neural Networks by the Approach of the Same Structural Functions	7
Enhanced Coati Optimization Algorithm for Big Data Optimization Problem	7
A Neurodynamic Approach for Solving Robust Linear Programming under the Polyhedral Uncertainty Set	7
Counter Propagation Network Based Extreme Learning Machine	7
Aggregating Deep Features of Multi-CNN Models for Image Retrieval	7
An Improved Fixed-Time Stability Theorem and its Application to the Synchronization of Stochastic Impulsive Neural Networks	7
Synchronization of T–S Fuzzy Fractional-Order Discrete-Time Complex-Valued Molecular Models of mRNA and Protein in Regulatory Mechanisms with Leakage Effects	7
Incomplete Multi-view Clustering Based on Self-representation	7
Convergence of Batch Gradient Method for Training of Pi-Sigma Neural Network with Regularizer and Adaptive Momentum Term	7
Error Graph Regularized Nonnegative Matrix Factorization for Data Representation	7
Application of Deep Learning Techniques in Diagnosis of Covid-19 (Coronavirus): A Systematic Review	7
Periodic Stability on a Class of D-Operator-Based Neutral-Type Rayleigh Equations Accompanying Mixed Delays	7
Ultra Fast Classification and Regression of High-Dimensional Problems Projected on 2D	7
Spiral Aquila Optimizer Based on Dynamic Gaussian Mutation: Applications in Global Optimization and Engineering	7
Deep Temporal Contrastive Clustering	7
Smaller World Models for Reinforcement Learning	7
Multi-scale Deep Feature Transfer for Automatic Video Object Segmentation	6
Adaptive DBN Using Hybrid Bayesian Lichtenberg Optimization for Intelligent Task Allocation	6
Multi-view Subspace Clustering Based on Unified Measure Standard	6
Switching-Like Event-Triggered State Estimation for Reaction–Diffusion Neural Networks Against DoS Attacks	6
A Novel Hybrid Sampling Method ESMOTE+SSLM for Handling the Problem of Class Imbalance with Overlap in Financial Distress Detection	6
Discriminative Deep Non-Linear Dictionary Learning for Visual Object Tracking	6
Generalized Few-Shot Classification with Knowledge Graph	6
Real-Time Accurate Text Detection with Adaptive Double Pyramid Network	6
A Hybrid Method Using Ensembles of Neural Network and Text Mining for Learner Satisfaction Analysis from Big Datasets in Online Learning Platform	6
Stability and Bifurcation Behavior of a Neuron System with Hyper-Strong Kernel	6
A Linear Implementation of the Hodgkin–Huxley Neuron Model on FPGA Considering Its Dynamics	6
Neighbor-Augmented Knowledge Graph Attention Network for Recommendation	6
Gated Recurrent Fusion UNet for Depth Completion	6
Solving Emden–Fowler Equations Using Improved Extreme Learning Machine Algorithm Based on Block Legendre Basis Neural Network	6
Multi-Head Attention and Knowledge Graph Based Dual Target Graph Collaborative Filtering Network	6
Longitudinal Structural MRI Data Prediction in Nondemented and Demented Older Adults via Generative Adversarial Convolutional Network	6
Improving the Polarity of Text through word2vec Embedding for Primary Classical Arabic Sentiment Analysis	6
A Robust Fixed-Time Piecewise Dynamic Network for Convex Programming	6
Adaptive Multi-layer Contrastive Graph Neural Networks	6
A Time Series Forecasting Model Selection Framework using CNN and Data Augmentation for Small Sample Data	6
Hierarchical Task-Incremental Learning with Feature-Space Initialization Inspired by Neural Collapse	6
Knowledge Fusion Distillation: Improving Distillation with Multi-scale Attention Mechanisms	6
Synchronization of Uncertain Neural Networks with Additive Time-Varying Delays and General Activation Function	6
A Complete Review on Image Denoising Techniques for Medical Images	6
Def-Grasp: A Robot Grasping Detection Method for Deformable Objects Without Force Sensor	6
Adaptive Neural Network Fault-Tolerant Consensus Control for Multi-agent Systems with Time-Delay and Asymmetric Error Constraint	6
Mini-batch Dynamic Geometric Embedding for Unsupervised Domain Adaptation	6
Contrastive Learning with Dynamic Weighting and Jigsaw Augmentation for Brain Tumor Classification in MRI	5
Point Cloud Registration Network Based on Convolution Fusion and Attention Mechanism	5
Single SiGe Transistor Based Energy-Efficient Leaky Integrate-and-Fire Neuron for Neuromorphic Computing	5
Knowledge Graph Attention Network with Attribute Significance for Personalized Recommendation	5
Co-Membership-based Generic Anomalous Communities Detection	5
NV2P-RCNN: Feature Aggregation Based on Voxel Neighborhood for 3D Object Detection	5
A Neurodynamic Approach for Solving E-Convex Interval-Valued Programming	5
Kernel Optimization for Reducing Core Vector Machine Classification Error	5
Cluster Synchronization in a Heterogeneous Network with Mixed Coupling via Event-Triggered and Optimizing Pinning control	5
Improving PLMs for Graph-to-Text Generation by Relational Orientation Attention	5
Effect of Impulses on Robust Exponential Stability of Delayed Quaternion-Valued Neural Networks	5
Transfer Learning with Ensembles of Deep Neural Networks for Skin Cancer Detection in Imbalanced Data Sets	5
SATFace: Subject Agnostic Talking Face Generation with Natural Head Movement	5
Stability of Memristor-based Fractional-order Neural Networks with Mixed Time-delay and Impulsive	5
Bifurcation Mechanism for Fractional-Order Three-Triangle Multi-delayed Neural Networks	5
Improved Recurrent Neural Networks for Text Classification and Dynamic Sylvester Equation Solving	5
Designing Efficient and Lightweight Deep Learning Models for Healthcare Analysis	5
Prototype Representation Expansion in Incremental Learning	5
General Decay Synchronization of Fuzzy Inertial Memristive Neural Networks with Discontinuous Activation Function	5
Node Similarity Preserving Graph Convolutional Network Based on Full-frequency Information for Node Classification	5
Finite-Time Synchronization for Coupled Heterogeneous Complex Networks via Differential Inequality Way	5
Intelligent Identification of Jute Pests Based on Transfer Learning and Deep Convolutional Neural Networks	5
SRK-Augment: A self-replacement and discriminative region keeping augmentation scheme for better classification	5
A Novel Link Prediction Model in Multilayer Online Social Networks Using the Development of Katz Similarity Metric	5
Global Attention-Based Graph Neural Networks for Node Classification	5
A Fast Adaptive Online Gradient Descent Algorithm in Over-Parameterized Neural Networks	5
An Edge-Preserving Image Denoising Framework by Adaptive Thresholding-Based DWT and Modified Deep Structured Architecture	5
ContourNet: Research on Contour Based Nighttime Semantic Segmentation	5
T-ADAF: Adaptive Data Augmentation Framework for Image Classification Network Based on Tensor T-product Operator	5
Adaptive Prompt Learning-Based Few-Shot Sentiment Analysis	5
LenM: Improving Low-Resource Neural Machine Translation Using Target Length Modeling	5
Multi-Type Synchronization for Second-Order Memristive Neural Networks with Mixed Time-Varying Delays	5
Flow Learning Based Dual Networks for Low-Light Image Enhancement	5
Automatic Head-and-Neck Tumor Segmentation in MRI via an End-to-End Adversarial Network	5
Super-Resolution Reconstruction of Single Image Combining Bionic Eagle-Eye and Multi-scale	5
Adaptive Style Modulation for Artistic Style Transfer	5
A Step-by-Step Gradient Penalty with Similarity Calculation for Text Summary Generation	5
Fixed-Time Synchronization for Delayed Quaternion-Valued Stochastic Fuzzy Neural Network with Reaction–Diffusion Terms	5
Hopf Bifurcation Analysis of a Delayed Fractional BAM Neural Network Model with Incommensurate Orders	5