Neural Processing Letters

Article	Citations
Penalized Least Squares Classifier: Classification by Regression Via Iterative Cost-Sensitive Learning	161
Scalable Affine Multi-view Subspace Clustering	120
Single-channel Multi-speakers Speech Separation Based on Isolated Speech Segments	114
A Transferred Daily Activity Recognition Method Based on Sensor Sequences	105
A Heterogeneous Interaction Graph Network for Multi-Intent Spoken Language Understanding	95
Adaptive Guidance and Attention-Refined Network for Fast Video Object Segmentation	94
An Innovative Information-Based Strategy for Epileptic EEG Classification	81
Neural Networks with Dependent Inputs	79
Detection of Drug Abuse Using Rough Set and Neural Network-Based Elevated Mathematical Predictive Modelling	74
Particle Swarm Optimization Algorithm with Multi-strategies for Delay Scheduling	69
Real Time Air-Written Mathematical Expression Recognition for Children’s Enhanced Learning	63
Lightweight CNN-Based Low-Light-Image Enhancement System on FPGA Platform	63
Mitigate Gender Bias Using Negative Multi-task Learning	61
Complementary Shifted Transformer for Image Captioning	60
High-speed Scene Text Detection with Attention and Multi-scale Label Generation	59
A Targeted Universal Attack on Graph Convolutional Network by Using Fake Nodes	58
Finite Time Stability of Caputo–Katugampola Fractional Order Time Delay Projection Neural Networks	57
An Integration of Archerfish Hunter Spotted Hyena Optimization and Improved ELM Classifier for Multicollinear Big Data Classification Tasks	52
Event-Triggered Controller on Practically Exponential Input-to-State Stabilization of Stochastic Reaction–Diffusion Cohen–Grossberg Neural Networks and Its Application to Image Encryption	51
An Effective Ionospheric TEC Predicting Approach Using EEMD-PE-Kmeans and Self-Attention LSTM	48
Vision-Aware Language Reasoning for Referring Image Segmentation	47
Ehsinet: Efficient High-Order Spatial Interaction Multi-task Network for Adaptive Autonomous Driving Perception	45
DMADRL: A Distributed Multi-agent Deep Reinforcement Learning Algorithm for Cognitive Offloading in Dynamic MEC Networks	44
Time-Frequency Localization Using Deep Convolutional Maxout Neural Network in Persian Speech Recognition	43
Using Hamiltonian Neural Networks to Model Two Coupled Duffing Oscillators	43

Generate Usable Adversarial Examples via Simulating Additional Light Sources	42
On the Performance of new Higher Order Transformation Functions for Highly Efficient Dense Layers	40
Synchronization and Quasi-Synchronization of Delayed Fractional Coupled Memristive Neural Networks	40
Augmenting Textbooks with cQA Question-Answers and Annotated YouTube Videos to Increase Its Relevance	39
Global Exponential Stability Analysis of Commutative Quaternion-Valued Neural Networks with Time Delays on Time Scales	37
Aleatoric Uncertainty for Errors-in-Variables Models in Deep Regression	37
A Fine-Grained Entity Typing Method Combined with Features	36
Real-Time Traffic Sign Detection Based on Weighted Attention and Model Refinement	36
Synchronization Analysis of Multi-Order Fractional Neural Networks Via Continuous and Quantized Controls	34
Passivity-based Bipartite Synchronization of Coupled Delayed Inertial Neural Networks via Non-reduced Order Method	33
Novel Parallel Multiple Minor Components Extraction Algorithm by Diagonal Matrix Method	33
Wearables and Detection of Falls: A Comparison of Machine Learning Methods and Sensors Positioning	33
Multichannel Matrix Randomized Autoencoder	31
An R-Transformer_BiLSTM Model Based on Attention for Multi-label Text Classification	30
Hysteresis Identification Using Extended Preisach Neural Network	29
Method of Rain Attenuation Prediction Based on Long–Short Term Memory Network	29
Correction to: An Energy-Aware Trust and Opportunity Based Routing Algorithm in Wireless Sensor Networks Using Multipath Routes Technique	28
Finite/Fixed-Time Synchronization of Memristor-Based Fuzzy Neural Networks with Markov Jumping Parameters Under Unified Control Schemes	28
GSA4FDA: Deep Geometric and Statistic Alignment for Fewer Labeled Domain Adaptation	28
TriEP: Expansion-Pool TriHard Loss for Person Re-Identification	28
Energy-Guided Feature Fusion for Zero-Shot Sketch-Based Image Retrieval	28
Transformer-Based Cross-Modal Information Fusion Network for Semantic Segmentation	27
An Improved Competitive Swarm Optimizer with Super-Particle-Leading	27
HOFT-MP: A Multipath Routing Algorithm Using Hybrid Optimal Fault Tolerant System for WSNs Using Optimization Techniques	26
A Feature Selection Method Using Conditional Correlation Dispersion and Redundancy Analysis	26
ACR-GNN: Adaptive Cluster Reinforcement Graph Neural Network Based on Contrastive Learning	25
Eliminating Scale Ambiguity of Unsupervised Monocular Visual Odometry	25
ELANet: Effective Lightweight Attention-Guided Network for Real-Time Semantic Segmentation	24
An Adaboost Support Vector Machine Based Harris Hawks Optimization Algorithm for Intelligent Quotient Estimation from MRI Images	23
Transformer-Encoder-GRU (T-E-GRU) for Chinese Sentiment Analysis on Chinese Comment Text	23
A Real-Time Cardiac Arrhythmia Classification Using Hybrid Combination of Delta Modulation, 1D-CNN and Blended LSTM	23
Exponential Synchronization for Discrete-Time Delayed Neural Networks via Memory-Based Saturated Controller	22
Rethinking the Value of Local Feature Fusion in Convolutional Neural Networks	22
Weighted-Dependency with Attention-Based Graph Convolutional Network for Relation Extraction	22
Graph Contrastive Learning with Constrained Graph Data Augmentation	22
Online Pedestrian Multiple-Object Tracking with Prediction Refinement and Track Classification	21
High-Accuracy Spiking Neural Network for Objective Recognition Based on Proportional Attenuating Neuron	21
Stability and Bifurcation Analysis on a Fractional Model of Disease Spreading with Different Time Delays	21
Weakly Supervised Object Detection Based on Active Learning	21
Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification	21
Alternate Event-Triggered Intermittent Control for Exponential Synchronization of Multi-Weighted Complex Networks	20
Integral Sliding Mode Exponential Synchronization of Inertial Memristive Neural Networks with Time Varying Delays	20
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction	20
A Weakly Supervised Semantic Segmentation Method Based on Local Superpixel Transformation	20
Variance-Constrained Resilient $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks with Random Saturation Observation Under Uncertain Occurrence Probability	20
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification	20
Joint Detection and Association for End-to-End Multi-object Tracking	20
Partial-Neurons-Based $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks Subject to Randomly Occurring Time Delays under Variance Constraint	20
A Novel Multi-scale Deep Neural Framework for Script Invariant Text Detection	19
Engineering Vehicles Detection for Warehouse Surveillance System Based on Modified YOLOv4-Tiny	19

CCA-Based Fusion of Camera and Radar Features for Target Classification Under Adverse Weather Conditions	19
Learning Transferable Feature Representation with Swin Transformer for Object Recognition	18
Improving Regularization in Deep Neural Networks by Co-adaptation Trace Detection	18
LMI-Based Synchronization Conditions to R-L Fractional Time-Varying Delayed Neural Networks with Parametric Uncertainty	18
A Natural Threshold Model for Ordinal Regression	18
A Radial Basis Function Neural Network for Stochastic Frontier Analyses of General Multivariate Production and Cost Functions	18
Image Super-Resolution Using a Simple Transformer Without Pretraining	18
AMGAN: An Attribute-Matched Generative Adversarial Network for UAV Virtual Sample Generation	17
Multilayer Radial Basis Function Neural Network for Symbol Timing Recovery	17
Mahalanobis Distance Based Multivariate Outlier Detection to Improve Performance of Hypertension Prediction	17
Dynamic Head-on Robot Collision Avoidance Using LSTM	17
Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss	17
A Robust Zeroing Neural Network Model Activated by the Special Nonlinear Function for Solving Time-Variant Linear System in Predefined-Time	17
Multivariate Density Estimation with Deep Neural Mixture Models	17
Global Dissipativity of Quaternion-Valued Fuzzy Cellular Fractional-Order Neural Networks With Time Delays	16
A Novel Transfer Capsule Network Based on Domain-Adversarial Training for Fault Diagnosis	16
Exponential Synchronization for Variable-order Fractional Complex Dynamical Networks via Dynamic Event-triggered Control Strategy	16
A Comprehensive Survey on Various Fully Automatic Machine Translation Evaluation Metrics	16
Off-Policy: Model-Free Optimal Synchronization Control for Complex Dynamical Networks	16
Editorial: Special Issue on Transfer Learning	16
ACP: Automatic Channel Pruning Method by Introducing Additional Loss for Deep Neural Networks	16
Emotion Recognition on EEG Signal Using ResNeXt Attention 2D-3D Convolution Neural Networks	16
Neural Network Based Forecasting Technique for Wireless Sensor Networks	15
A Multi-Joint Continuous Motion Estimation Method of Lower Limb Using Least Squares Support Vector Machine and Zeroing Neural Network based on sEMG signals	15
MSARN: A Multi-scale Attention Residual Network for End-to-End Environmental Sound Classification	15
Enriching Word Information Representation for Chinese Cybersecurity Named Entity Recognition	15
Discovery of Interesting Itemsets for Web Service Composition Using Hybrid Genetic Algorithm	15
Analytic Investigation for Synchronous Firing Patterns Propagation in Spiking Neural Networks	15
PT-CNN: A Non-linear Lightweight Texture Image Classifier	15
A Entity Relation Extraction Model with Enhanced Position Attention in Food Domain	15
Multi-Kernel Fusion for RBF Neural Networks	14
CEDRNN: A Convolutional Encoder-Decoder Residual Neural Network for Liver Tumour Segmentation	14
Estimation of 6D Pose of Objects Based on a Variant Adversarial Autoencoder	14
Modified Newton Integration Neural Algorithm for Solving Time-Varying Yang-Baxter-Like Matrix Equation	14
Self-coloring-Driven Plume Source Localization Strategy for Multiple Robots Using Dirichlet Process Gaussian Mixture Model and Mutation Random Salp Swarm Algorithm	14
Zeroing Neural Network Based on Neutrosophic Logic for Calculating Minimal-Norm Least-Squares Solutions to Time-Varying Linear Systems	14
Data-driven Discovery of Modified Kortewegde Vries Equation, Kdv–Burger Equation and Huxley Equation by Deep Learning	14
A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution	14
Weighting Approaches in Data Mining and Knowledge Discovery: A Review	14
Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships	14
PCA Dimensionality Reduction Method for Image Classification	14
Unsupervised Saliency Detection via kNN Mechanism and Object-Biased Prior	14
Feature Correlation Transformer for Estimating Ambiguous Optical Flow	13
A New Attention-Based LSTM for Image Captioning	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
Retraction Note: Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory	13
Parameter Control Based Cuckoo Search Algorithm for Numerical Optimization	13
Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification	13
Facial Expression Recognition Based on Spatial-Temporal Fusion with Attention Mechanism	13
Pseudo S-Asymptotically $$\omega $$-Antiperiodic Solutions for SICNNs with Mixed Delays	13
Biomedical Image Segmentation Using Fuzzy Artificial Cell Swarm Optimization (FACSO)	13
A Novel CNN-TLSTM Approach for Dengue Disease Identification and Prevention using IoT-Fog Cloud Architecture	12
Aspect-Based Sentiment Analysis Using Adversarial BERT with Capsule Networks	12
Multi-dimensional Taylor Network-Based Fault-Tolerant Control for Nonlinear Systems with Unmodeled Dynamics and Actuator Faults	12
TSVMPath: Fast Regularization Parameter Tuning Algorithm for Twin Support Vector Machine	12
Semantic Image Segmentation with Feature Fusion Based on Laplacian Pyramid	12
Neural Circuit Policies Imposing Visual Perceptual Autonomy	12
Underwater Backscatter Recognition Using Deep Fuzzy Extreme Convolutional Neural Network Optimized via Hunger Games Search	12
Dilated Transformer with Feature Aggregation Module for Action Segmentation	12
A Review on Multi-objective Optimization in Wireless Sensor Networks Using Nature Inspired Meta-heuristic Algorithms	12
Hybrid Optimized Deep Neural Network with Enhanced Conditional Random Field Based Intrusion Detection on Wireless Sensor Network	12
Differential Neural Networks Prediction Using Slow and Fast Hybrid Learning: Application to Prognosis of Infectionsand Deaths of COVID-19 Dynamics	12
A New CNN-Based Model for Financial Time Series: TAIEX and FTSE Stocks Forecasting	12
Improving the Stability of the Variable Selection with Small Datasets in Classification and Regression Tasks	12
A Hybrid Modeling Method Based on Linear AR and Nonlinear DBN-AR Model for Time Series Forecasting	12
Routing Algorithm for Underwater Acoustic Sensor Network	12
Can Global Strategy Outperform Myopic Strategy in Bayesian Sequential Design?	12
Echo State Network Optimization: A Systematic Literature Review	12
A Centered Convolutional Restricted Boltzmann Machine Optimized by Hybrid Atom Search Arithmetic Optimization Algorithm for Sentimental Analysis	11
Research on Blind Recognition Algorithm of Channel Coding Based on One-Dimensional Convolutional Neural Network Under the Low SNR Regime	11
RETRACTED ARTICLE: Histo-Quartic Graph and Stack Entropy-Based Deep Neural Network Method for Brain and Tumor Segmentation	11
Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering	11
Classification of Phonocardiogram Based on Multi-View Deep Network	11
Asynchronous $$H_\infty $$ Filtering for Singular Markov Jump Neural Networks with Mode-Dependent Time-Varying Delays	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
Deep Active Autoencoders for Outlier Detection	11
Deep Convolutional Neural Networks with Transfer Learning for Visual Sentiment Analysis	11
Kinematic Control of Manipulator with Remote Center of Motion Constraints Synthesised by a Simplified Recurrent Neural Network	11

A Multi-prototype Capsule Network for Image Recognition with High Intra-class Variations	11
Distributed Neural Network and Particle Swarm Optimization for Micro-grid Adaptive Power Allocation	11
Conditional Variational Autoencoder Networks for Autonomous Vehicle Path Prediction	11
Neo Arithmetic and Ranking Techniques for Trapezoidal Generalized Interval Valued Fuzzy Numbers: Their Applications in Decision Making for Medical Investigation	11
Synchronization in Quaternion-Valued Neural Networks with Delay and Stochastic Impulses	11
An Outlier-Robust Growing Local Model Network for Recursive System Identification	10
DCT-Net: A Neurodynamic Approach with Definable Convergence Property for Real-Time Synchronization of Chaotic Systems	10
Existence and Finite-Time Stability of Besicovitch Almost Periodic Solutions of Fractional-Order Quaternion-Valued Neural Networks with Time-Varying Delays	10
Further Research on the Problems of Synchronization for Fractional-Order BAM Neural Networks in Octonion-Valued Domain	10
Improved Generative Adversarial Network Learning via Structural Pattern Classification	10
First-order Layer in Artificial Pain Pathway	10
Finite-Time Synchronization of Fractional-Order Quaternion-Valued Delayed Cohen-Grossberg Neural Networks	10
Rapid Person Re-Identification via Sub-space Consistency Regularization	10
Transformer-Based Fused Attention Combined with CNNs for Image Classification	10
Completion-Attention Ladder Network for Few-Shot Underwater Acoustic Recognition	10
A Novel Adaptive Sliding Mode Control of Robot Manipulator Based on RBF Neural Network and Exponential Convergence Observer	10
A Contrastive Learning Framework with Tree-LSTMs for Aspect-Based Sentiment Analysis	10
Auto-Weighted Graph Regularization and Residual Compensation for Multi-view Subspace Clustering	10
A Perceptually Important Points Approach Based on Imputation Clustering with Weighted Distance Techniques for Big Data Reduction in Internet of Things Cloud	10
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy	10
CNN-EFF: CNN Based Edge Feature Fusion in Semantic Image Labelling and Parsing	10
CDMC-Net: Context-Aware Image Deblurring Using a Multi-scale Cascaded Network	10
Image Quality Assessment via Inter-class and Intra-class Differences for Efficient Classification	10
Asymptotic Stability of Fractional-Order Incommensurate Neural Networks	9
Multisynchronization of Delayed Fractional-Order Neural Networks via Average Impulsive Interval	9
Normalized Attention Inter-Channel Pooling (NAIP) for Deep Convolutional Neural Network Regularization	9
Multi-class Motor Imagery Recognition of Single Joint in Upper Limb Based on Multi-domain Feature Fusion	9
Decentralized PI Controller Design for Robust Perfect Adaptation in Noisy Time-Delayed Genetic Regulatory Networks	9
LGADet: Light-weight Anchor-free Multispectral Pedestrian Detection with Mixed Local and Global Attention	9
Lightweight Plant Disease Classification Combining GrabCut Algorithm, New Coordinate Attention, and Channel Pruning	9
Security Event-Triggered Filtering for Delayed Neural Networks Under Denial-of-Service Attack and Randomly Occurring Deception Attacks	9
A Strip Dilated Convolutional Network for Semantic Segmentation	9
A Novel Data Augmentation Method for Chinese Character Spatial Structure Recognition by Normalized Deformable Convolutional Networks	9
Attention $$U^2Net$$: Cascaded UNets with Modified Skip Connection for Breast Tumor Segmentation	9
Leader-Following Consensus of Fractional-Order Uncertain Multi-Agent Systems with Time Delays	9
Incomplete Multi-view Learning via Consensus Graph Completion	9
An Optimal Stacked ResNet-BiLSTM-Based Accurate Detection and Classification of Genetic Disorders	9
Natural Language Generation Using Sequential Models: A Survey	9
A New Constructing Rational Functions Method For Solving Lane−Emden Type Equations	9
Deep Distributional Sequence Embeddings Based on a Wasserstein Loss	9
Exponential Lag Synchronization of Cohen–Grossberg Neural Networks with Discrete and Distributed Delays on Time Scales	9
Classifying Chart Based on Structural Dissimilarities using Improved Regularized Loss Function	9
A Generalization of Sigmoid Loss Function Using Tsallis Statistics for Binary Classification	9
A One-Layer Recurrent Neural Network for Interval-Valued Optimization Problem with Linear Constraints	9
Learning Enriched Global Context Information for Human Pose Estimation	9