Neural Processing Letters

Article	Citations
Single-channel Multi-speakers Speech Separation Based on Isolated Speech Segments	190
A Heterogeneous Interaction Graph Network for Multi-Intent Spoken Language Understanding	121
A Transferred Daily Activity Recognition Method Based on Sensor Sequences	121
Adaptive Guidance and Attention-Refined Network for Fast Video Object Segmentation	106
An Innovative Information-Based Strategy for Epileptic EEG Classification	98
Neural Networks with Dependent Inputs	87
Detection of Drug Abuse Using Rough Set and Neural Network-Based Elevated Mathematical Predictive Modelling	82
An Integration of Archerfish Hunter Spotted Hyena Optimization and Improved ELM Classifier for Multicollinear Big Data Classification Tasks	77
Real Time Air-Written Mathematical Expression Recognition for Children’s Enhanced Learning	73
Lightweight CNN-Based Low-Light-Image Enhancement System on FPGA Platform	72
Complementary Shifted Transformer for Image Captioning	69
High-speed Scene Text Detection with Attention and Multi-scale Label Generation	68
An Effective Ionospheric TEC Predicting Approach Using EEMD-PE-Kmeans and Self-Attention LSTM	66
Particle Swarm Optimization Algorithm with Multi-strategies for Delay Scheduling	61
Vision-Aware Language Reasoning for Referring Image Segmentation	59
Mitigate Gender Bias Using Negative Multi-task Learning	56
Ehsinet: Efficient High-Order Spatial Interaction Multi-task Network for Adaptive Autonomous Driving Perception	55
A Targeted Universal Attack on Graph Convolutional Network by Using Fake Nodes	51
Finite Time Stability of Caputo–Katugampola Fractional Order Time Delay Projection Neural Networks	51
Scalable Affine Multi-view Subspace Clustering	50
Event-Triggered Controller on Practically Exponential Input-to-State Stabilization of Stochastic Reaction–Diffusion Cohen–Grossberg Neural Networks and Its Application to Image Encryption	45
Penalized Least Squares Classifier: Classification by Regression Via Iterative Cost-Sensitive Learning	45
DMADRL: A Distributed Multi-agent Deep Reinforcement Learning Algorithm for Cognitive Offloading in Dynamic MEC Networks	45
Time-Frequency Localization Using Deep Convolutional Maxout Neural Network in Persian Speech Recognition	44
Generate Usable Adversarial Examples via Simulating Additional Light Sources	43

On the Performance of new Higher Order Transformation Functions for Highly Efficient Dense Layers	39
Augmenting Textbooks with cQA Question-Answers and Annotated YouTube Videos to Increase Its Relevance	38
Aleatoric Uncertainty for Errors-in-Variables Models in Deep Regression	37
A Fine-Grained Entity Typing Method Combined with Features	35
Passivity-based Bipartite Synchronization of Coupled Delayed Inertial Neural Networks via Non-reduced Order Method	35
Novel Parallel Multiple Minor Components Extraction Algorithm by Diagonal Matrix Method	32
Method of Rain Attenuation Prediction Based on Long–Short Term Memory Network	31
GSA4FDA: Deep Geometric and Statistic Alignment for Fewer Labeled Domain Adaptation	31
Finite/Fixed-Time Synchronization of Memristor-Based Fuzzy Neural Networks with Markov Jumping Parameters Under Unified Control Schemes	30
A Real-Time Cardiac Arrhythmia Classification Using Hybrid Combination of Delta Modulation, 1D-CNN and Blended LSTM	30
TriEP: Expansion-Pool TriHard Loss for Person Re-Identification	30
Transformer-Based Cross-Modal Information Fusion Network for Semantic Segmentation	30
Synchronization Analysis of Multi-Order Fractional Neural Networks Via Continuous and Quantized Controls	30
HOFT-MP: A Multipath Routing Algorithm Using Hybrid Optimal Fault Tolerant System for WSNs Using Optimization Techniques	29
ACR-GNN: Adaptive Cluster Reinforcement Graph Neural Network Based on Contrastive Learning	29
A Feature Selection Method Using Conditional Correlation Dispersion and Redundancy Analysis	29
Synchronization and Quasi-Synchronization of Delayed Fractional Coupled Memristive Neural Networks	28
Using Hamiltonian Neural Networks to Model Two Coupled Duffing Oscillators	27
ELANet: Effective Lightweight Attention-Guided Network for Real-Time Semantic Segmentation	27
Energy-Guided Feature Fusion for Zero-Shot Sketch-Based Image Retrieval	27
Multichannel Matrix Randomized Autoencoder	25
Eliminating Scale Ambiguity of Unsupervised Monocular Visual Odometry	25
An R-Transformer_BiLSTM Model Based on Attention for Multi-label Text Classification	25
Real-Time Traffic Sign Detection Based on Weighted Attention and Model Refinement	24
Hysteresis Identification Using Extended Preisach Neural Network	24
Wearables and Detection of Falls: A Comparison of Machine Learning Methods and Sensors Positioning	24
Global Exponential Stability Analysis of Commutative Quaternion-Valued Neural Networks with Time Delays on Time Scales	23
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
An Improved Competitive Swarm Optimizer with Super-Particle-Leading	23
Exponential Synchronization for Discrete-Time Delayed Neural Networks via Memory-Based Saturated Controller	23
Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification	22
LMI-Based Synchronization Conditions to R-L Fractional Time-Varying Delayed Neural Networks with Parametric Uncertainty	22
Weakly Supervised Object Detection Based on Active Learning	22
Graph Contrastive Learning with Constrained Graph Data Augmentation	22
A Radial Basis Function Neural Network for Stochastic Frontier Analyses of General Multivariate Production and Cost Functions	22
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification	21
Online Pedestrian Multiple-Object Tracking with Prediction Refinement and Track Classification	21
Alternate Event-Triggered Intermittent Control for Exponential Synchronization of Multi-Weighted Complex Networks	21
Stability and Bifurcation Analysis on a Fractional Model of Disease Spreading with Different Time Delays	21
Joint Detection and Association for End-to-End Multi-object Tracking	20
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction	20
Partial-Neurons-Based $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks Subject to Randomly Occurring Time Delays under Variance Constraint	20
Integral Sliding Mode Exponential Synchronization of Inertial Memristive Neural Networks with Time Varying Delays	20
A Weakly Supervised Semantic Segmentation Method Based on Local Superpixel Transformation	19
A Novel Multi-scale Deep Neural Framework for Script Invariant Text Detection	19
Rethinking the Value of Local Feature Fusion in Convolutional Neural Networks	19
Engineering Vehicles Detection for Warehouse Surveillance System Based on Modified YOLOv4-Tiny	19
Variance-Constrained Resilient $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks with Random Saturation Observation Under Uncertain Occurrence Probability	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
Image Super-Resolution Using a Simple Transformer Without Pretraining	18
Weighted-Dependency with Attention-Based Graph Convolutional Network for Relation Extraction	18
A Natural Threshold Model for Ordinal Regression	18
Improving Regularization in Deep Neural Networks by Co-adaptation Trace Detection	18
Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss	18
Global Dissipativity of Quaternion-Valued Fuzzy Cellular Fractional-Order Neural Networks With Time Delays	17
A Robust Zeroing Neural Network Model Activated by the Special Nonlinear Function for Solving Time-Variant Linear System in Predefined-Time	17
AMGAN: An Attribute-Matched Generative Adversarial Network for UAV Virtual Sample Generation	17
A Novel Transfer Capsule Network Based on Domain-Adversarial Training for Fault Diagnosis	17
Exponential Synchronization for Variable-order Fractional Complex Dynamical Networks via Dynamic Event-triggered Control Strategy	17
Editorial: Special Issue on Transfer Learning	17
Dynamic Head-on Robot Collision Avoidance Using LSTM	17
ACP: Automatic Channel Pruning Method by Introducing Additional Loss for Deep Neural Networks	17
Multilayer Radial Basis Function Neural Network for Symbol Timing Recovery	17
Emotion Recognition on EEG Signal Using ResNeXt Attention 2D-3D Convolution Neural Networks	17
Neural Network Based Forecasting Technique for Wireless Sensor Networks	16
Multivariate Density Estimation with Deep Neural Mixture Models	16
Analytic Investigation for Synchronous Firing Patterns Propagation in Spiking Neural Networks	16
A Comprehensive Survey on Various Fully Automatic Machine Translation Evaluation Metrics	16
Enriching Word Information Representation for Chinese Cybersecurity Named Entity Recognition	16
Off-Policy: Model-Free Optimal Synchronization Control for Complex Dynamical Networks	16
A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution	15
Multi-Kernel Fusion for RBF Neural 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
Self-coloring-Driven Plume Source Localization Strategy for Multiple Robots Using Dirichlet Process Gaussian Mixture Model and Mutation Random Salp Swarm Algorithm	15
Data-driven Discovery of Modified Kortewegde Vries Equation, Kdv–Burger Equation and Huxley Equation by Deep Learning	15
Weighting Approaches in Data Mining and Knowledge Discovery: A Review	15
Modified Newton Integration Neural Algorithm for Solving Time-Varying Yang-Baxter-Like Matrix Equation	15
Discovery of Interesting Itemsets for Web Service Composition Using Hybrid Genetic Algorithm	15
Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships	15
Unsupervised Saliency Detection via kNN Mechanism and Object-Biased Prior	15
PT-CNN: A Non-linear Lightweight Texture Image Classifier	15
Zeroing Neural Network Based on Neutrosophic Logic for Calculating Minimal-Norm Least-Squares Solutions to Time-Varying Linear Systems	14
Estimation of 6D Pose of Objects Based on a Variant Adversarial Autoencoder	14
Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification	14
Multi-dimensional Taylor Network-Based Fault-Tolerant Control for Nonlinear Systems with Unmodeled Dynamics and Actuator Faults	14
Biomedical Image Segmentation Using Fuzzy Artificial Cell Swarm Optimization (FACSO)	14
A Entity Relation Extraction Model with Enhanced Position Attention in Food Domain	14
Retraction Note: Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory	14
Improving the Stability of the Variable Selection with Small Datasets in Classification and Regression Tasks	14
Neural Circuit Policies Imposing Visual Perceptual Autonomy	14
CEDRNN: A Convolutional Encoder-Decoder Residual Neural Network for Liver Tumour Segmentation	14
Parameter Control Based Cuckoo Search Algorithm for Numerical Optimization	14
Aspect-Based Sentiment Analysis Using Adversarial BERT with Capsule Networks	14
FCA-LJP: A Method Based on Formal Concept Analysis for Case Judgment Prediction	14
Routing Algorithm for Underwater Acoustic Sensor Network	13
Polynomial Recurrent Neural Network-Based Adaptive PID Controller With Stable Learning Algorithm	13
Echo State Network Optimization: A Systematic Literature Review	13
A Review on Multi-objective Optimization in Wireless Sensor Networks Using Nature Inspired Meta-heuristic Algorithms	13
TSVMPath: Fast Regularization Parameter Tuning Algorithm for Twin Support Vector Machine	13
Dilated Transformer with Feature Aggregation Module for Action Segmentation	13
Facial Expression Recognition Based on Spatial-Temporal Fusion with Attention Mechanism	13
Underwater Backscatter Recognition Using Deep Fuzzy Extreme Convolutional Neural Network Optimized via Hunger Games Search	13
Feature Correlation Transformer for Estimating Ambiguous Optical Flow	13
A Novel CNN-TLSTM Approach for Dengue Disease Identification and Prevention using IoT-Fog Cloud Architecture	13
A New CNN-Based Model for Financial Time Series: TAIEX and FTSE Stocks Forecasting	13
A New Attention-Based LSTM for Image Captioning	13
Neo Arithmetic and Ranking Techniques for Trapezoidal Generalized Interval Valued Fuzzy Numbers: Their Applications in Decision Making for Medical Investigation	12
Hybrid Optimized Deep Neural Network with Enhanced Conditional Random Field Based Intrusion Detection on Wireless Sensor Network	12
Correction to: EFRNet: Efficient Feature Reuse Network for Real-time Semantic Segmentation	12
Can Global Strategy Outperform Myopic Strategy in Bayesian Sequential Design?	12
Deep Convolutional Neural Networks with Transfer Learning for Visual Sentiment Analysis	12
Semantic Image Segmentation with Feature Fusion Based on Laplacian Pyramid	12
RETRACTED ARTICLE: Histo-Quartic Graph and Stack Entropy-Based Deep Neural Network Method for Brain and Tumor Segmentation	12
A Centered Convolutional Restricted Boltzmann Machine Optimized by Hybrid Atom Search Arithmetic Optimization Algorithm for Sentimental Analysis	12
Special Issue on Artificial Intelligence Empowered Big Data Analytical Patterns for Medical Applications	12
Pseudo S-Asymptotically $$\omega $$-Antiperiodic Solutions for SICNNs with Mixed Delays	12
Research on Blind Recognition Algorithm of Channel Coding Based on One-Dimensional Convolutional Neural Network Under the Low SNR Regime	12
Deep Active Autoencoders for Outlier Detection	12
Conditional Variational Autoencoder Networks for Autonomous Vehicle Path Prediction	11
Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering	11
Auto-Weighted Graph Regularization and Residual Compensation for Multi-view Subspace Clustering	11
DCT-Net: A Neurodynamic Approach with Definable Convergence Property for Real-Time Synchronization of Chaotic Systems	11
CNN-EFF: CNN Based Edge Feature Fusion in Semantic Image Labelling and Parsing	11
Transformer-Based Fused Attention Combined with CNNs for Image Classification	11
Improved Generative Adversarial Network Learning via Structural Pattern Classification	11
Differential Neural Networks Prediction Using Slow and Fast Hybrid Learning: Application to Prognosis of Infectionsand Deaths of COVID-19 Dynamics	11
Asynchronous $$H_\infty $$ Filtering for Singular Markov Jump Neural Networks with Mode-Dependent Time-Varying Delays	11

Distributed Neural Network and Particle Swarm Optimization for Micro-grid Adaptive Power Allocation	11
A Generalization of Sigmoid Loss Function Using Tsallis Statistics for Binary Classification	11
Image Quality Assessment via Inter-class and Intra-class Differences for Efficient Classification	11
An Outlier-Robust Growing Local Model Network for Recursive System Identification	11
A Multi-prototype Capsule Network for Image Recognition with High Intra-class Variations	11
Finite-Time Synchronization of Fractional-Order Quaternion-Valued Delayed Cohen-Grossberg Neural Networks	11
Classification of Phonocardiogram Based on Multi-View Deep Network	11
Rapid Person Re-Identification via Sub-space Consistency Regularization	11
A One-Layer Recurrent Neural Network for Interval-Valued Optimization Problem with Linear Constraints	11
First-order Layer in Artificial Pain Pathway	11
Normalized Attention Inter-Channel Pooling (NAIP) for Deep Convolutional Neural Network Regularization	10
Security Event-Triggered Filtering for Delayed Neural Networks Under Denial-of-Service Attack and Randomly Occurring Deception Attacks	10
A Contrastive Learning Framework with Tree-LSTMs for Aspect-Based Sentiment Analysis	10
Completion-Attention Ladder Network for Few-Shot Underwater Acoustic Recognition	10
Further Research on the Problems of Synchronization for Fractional-Order BAM Neural Networks in Octonion-Valued Domain	10
A Strip Dilated Convolutional Network for Semantic Segmentation	10
Asymptotic Stability of Fractional-Order Incommensurate Neural Networks	10
An Optimal Stacked ResNet-BiLSTM-Based Accurate Detection and Classification of Genetic Disorders	10
Multi-class Motor Imagery Recognition of Single Joint in Upper Limb Based on Multi-domain Feature Fusion	10
Decentralized PI Controller Design for Robust Perfect Adaptation in Noisy Time-Delayed Genetic Regulatory Networks	10
Natural Language Generation Using Sequential Models: A Survey	10
A Novel Adaptive Sliding Mode Control of Robot Manipulator Based on RBF Neural Network and Exponential Convergence Observer	10
Existence and Finite-Time Stability of Besicovitch Almost Periodic Solutions of Fractional-Order Quaternion-Valued Neural Networks with Time-Varying Delays	10
CDMC-Net: Context-Aware Image Deblurring Using a Multi-scale Cascaded Network	10
A New Constructing Rational Functions Method For Solving Lane−Emden Type Equations	10
Classifying Chart Based on Structural Dissimilarities using Improved Regularized Loss Function	10
Lightweight Plant Disease Classification Combining GrabCut Algorithm, New Coordinate Attention, and Channel Pruning	10
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy	10
LGADet: Light-weight Anchor-free Multispectral Pedestrian Detection with Mixed Local and Global Attention	10
Incomplete Multi-view Learning via Consensus Graph Completion	10
A Perceptually Important Points Approach Based on Imputation Clustering with Weighted Distance Techniques for Big Data Reduction in Internet of Things Cloud	10
Leader-Following Consensus of Fractional-Order Uncertain Multi-Agent Systems with Time Delays	9
A Multi-Task BERT-BiLSTM-AM-CRF Strategy for Chinese Named Entity Recognition	9
Learning Enriched Global Context Information for Human Pose Estimation	9
A Survey on Adversarial Domain Adaptation	9
Cyclic Gate Recurrent Neural Networks for Time Series Data with Missing Values	9
Multi-View Gait Recognition Based on Generative Adversarial Network	9
Adaptive Decentralized Tracking Control for a Class of Large-Scale Nonlinear Systems with Dynamic Uncertainties Using Multi-dimensional Taylor Network Approach	9
Online Learning Approach Based on Recursive Formulation for Twin Support Vector Machine and Sparse Pinball Twin Support Vector Machine	9
CBR: An Effective Clustering Approach for Time Series Events	9
A New Hybrid Cuckoo Quantum-Behavior Particle Swarm Optimization Algorithm and its Application in Muskingum Model	9
Deep Distributional Sequence Embeddings Based on a Wasserstein Loss	9
A Novel Data Augmentation Method for Chinese Character Spatial Structure Recognition by Normalized Deformable Convolutional Networks	9
Intelligent Solar Irradiance Forecasting Using Hybrid Deep Learning Model: A Meta-Heuristic-Based Prediction	9
Multisynchronization of Delayed Fractional-Order Neural Networks via Average Impulsive Interval	9
Correction: A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution	9
Fixed-Time Synchronization of Multi-weighted Complex Networks Via Economical Controllers	9
MTPose: Human Pose Estimation with High-Resolution Multi-scale Transformers	9
A Novel Hybrid CNN-LSTM Compensation Model Against DoS Attacks in Power System State Estimation	9
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors	9
Attention $$U^2Net$$: Cascaded UNets with Modified Skip Connection for Breast Tumor Segmentation	9
Exponential Lag Synchronization of Cohen–Grossberg Neural Networks with Discrete and Distributed Delays on Time Scales	9
Attention Based Convolutional Neural Network with Multi-frequency Resolution Feature for Environment Sound Classification	9
Different Control Strategies for Fixed-Time Synchronization of Inertial Memristive Neural Networks	9
Zero-Norm ELM with Non-convex Quadratic Loss Function for Sparse and Robust Regression	9
Retraction Note: Cerebrum Tumor Segmentation of High Resolution Magnetic Resonance Images Using 2D-Convolutional Network with Skull Stripping	9
A Block Cipher Algorithm Identification Scheme Based on Hybrid Random Forest and Logistic Regression Model	9
Lightweight Image Super-Resolution with ConvNeXt Residual Network	9
An Interpretive Adversarial Attack Method: Attacking Softmax Gradient Layer-Wise Relevance Propagation Based on Cosine Similarity Constraint and TS-Invariant	9