Neural Processing Letters

Article	Citations
Single-channel Multi-speakers Speech Separation Based on Isolated Speech Segments	227
A Transferred Daily Activity Recognition Method Based on Sensor Sequences	126
A Heterogeneous Interaction Graph Network for Multi-Intent Spoken Language Understanding	125
Adaptive Guidance and Attention-Refined Network for Fast Video Object Segmentation	97
An Innovative Information-Based Strategy for Epileptic EEG Classification	88
Real Time Air-Written Mathematical Expression Recognition for Children’s Enhanced Learning	87
Neural Networks with Dependent Inputs	87
Lightweight CNN-Based Low-Light-Image Enhancement System on FPGA Platform	81
Complementary Shifted Transformer for Image Captioning	80
High-speed Scene Text Detection with Attention and Multi-scale Label Generation	71
An Effective Ionospheric TEC Predicting Approach Using EEMD-PE-Kmeans and Self-Attention LSTM	70
Particle Swarm Optimization Algorithm with Multi-strategies for Delay Scheduling	58
Mitigate Gender Bias Using Negative Multi-task Learning	55
Finite Time Stability of Caputo–Katugampola Fractional Order Time Delay Projection Neural Networks	55
Vision-Aware Language Reasoning for Referring Image Segmentation	54
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	47
Penalized Least Squares Classifier: Classification by Regression Via Iterative Cost-Sensitive Learning	41
Ehsinet: Efficient High-Order Spatial Interaction Multi-task Network for Adaptive Autonomous Driving Perception	41
Detection of Drug Abuse Using Rough Set and Neural Network-Based Elevated Mathematical Predictive Modelling	40
Generate Usable Adversarial Examples via Simulating Additional Light Sources	38
Time-Frequency Localization Using Deep Convolutional Maxout Neural Network in Persian Speech Recognition	38
On the Performance of new Higher Order Transformation Functions for Highly Efficient Dense Layers	38
Augmenting Textbooks with cQA Question-Answers and Annotated YouTube Videos to Increase Its Relevance	36
Aleatoric Uncertainty for Errors-in-Variables Models in Deep Regression	35

Passivity-based Bipartite Synchronization of Coupled Delayed Inertial Neural Networks via Non-reduced Order Method	32
Global Exponential Stability Analysis of Commutative Quaternion-Valued Neural Networks with Time Delays on Time Scales	32
Multichannel Matrix Randomized Autoencoder	30
Real-Time Traffic Sign Detection Based on Weighted Attention and Model Refinement	30
Eliminating Scale Ambiguity of Unsupervised Monocular Visual Odometry	30
A Fine-Grained Entity Typing Method Combined with Features	29
Novel Parallel Multiple Minor Components Extraction Algorithm by Diagonal Matrix Method	28
Transformer-Encoder-GRU (T-E-GRU) for Chinese Sentiment Analysis on Chinese Comment Text	27
GSA4FDA: Deep Geometric and Statistic Alignment for Fewer Labeled Domain Adaptation	27
An Improved Competitive Swarm Optimizer with Super-Particle-Leading	26
Using Hamiltonian Neural Networks to Model Two Coupled Duffing Oscillators	26
Energy-Guided Feature Fusion for Zero-Shot Sketch-Based Image Retrieval	26
An R-Transformer_BiLSTM Model Based on Attention for Multi-label Text Classification	25
A Real-Time Cardiac Arrhythmia Classification Using Hybrid Combination of Delta Modulation, 1D-CNN and Blended LSTM	25
Finite/Fixed-Time Synchronization of Memristor-Based Fuzzy Neural Networks with Markov Jumping Parameters Under Unified Control Schemes	25
A Feature Selection Method Using Conditional Correlation Dispersion and Redundancy Analysis	24
ELANet: Effective Lightweight Attention-Guided Network for Real-Time Semantic Segmentation	24
Transformer-Based Cross-Modal Information Fusion Network for Semantic Segmentation	24
ACR-GNN: Adaptive Cluster Reinforcement Graph Neural Network Based on Contrastive Learning	23
Graph Contrastive Learning with Constrained Graph Data Augmentation	23
HOFT-MP: A Multipath Routing Algorithm Using Hybrid Optimal Fault Tolerant System for WSNs Using Optimization Techniques	23
An Adaboost Support Vector Machine Based Harris Hawks Optimization Algorithm for Intelligent Quotient Estimation from MRI Images	23
Alternate Event-Triggered Intermittent Control for Exponential Synchronization of Multi-Weighted Complex Networks	22
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification	22
Online Pedestrian Multiple-Object Tracking with Prediction Refinement and Track Classification	22
Joint Detection and Association for End-to-End Multi-object Tracking	21
Variance-Constrained Resilient $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks with Random Saturation Observation Under Uncertain Occurrence Probability	21
Integral Sliding Mode Exponential Synchronization of Inertial Memristive Neural Networks with Time Varying Delays	20
CCA-Based Fusion of Camera and Radar Features for Target Classification Under Adverse Weather Conditions	20
LMI-Based Synchronization Conditions to R-L Fractional Time-Varying Delayed Neural Networks with Parametric Uncertainty	20
Partial-Neurons-Based $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks Subject to Randomly Occurring Time Delays under Variance Constraint	20
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction	19
Engineering Vehicles Detection for Warehouse Surveillance System Based on Modified YOLOv4-Tiny	19
Learning Transferable Feature Representation with Swin Transformer for Object Recognition	19
Improving Regularization in Deep Neural Networks by Co-adaptation Trace Detection	18
Image Super-Resolution Using a Simple Transformer Without Pretraining	18
Rethinking the Value of Local Feature Fusion in Convolutional Neural Networks	18
Weighted-Dependency with Attention-Based Graph Convolutional Network for Relation Extraction	18
Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification	18
Exponential Synchronization for Discrete-Time Delayed Neural Networks via Memory-Based Saturated Controller	18
Weakly Supervised Object Detection Based on Active Learning	18
A Weakly Supervised Semantic Segmentation Method Based on Local Superpixel Transformation	18
A Radial Basis Function Neural Network for Stochastic Frontier Analyses of General Multivariate Production and Cost Functions	18
A Natural Threshold Model for Ordinal Regression	17
Multivariate Density Estimation with Deep Neural Mixture Models	17
Dynamic Head-on Robot Collision Avoidance Using LSTM	17
AMGAN: An Attribute-Matched Generative Adversarial Network for UAV Virtual Sample Generation	17
ACP: Automatic Channel Pruning Method by Introducing Additional Loss for Deep Neural Networks	17
Editorial: Special Issue on Transfer Learning	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
Exponential Synchronization for Variable-order Fractional Complex Dynamical Networks via Dynamic Event-triggered Control Strategy	17
A Comprehensive Survey on Various Fully Automatic Machine Translation Evaluation Metrics	16
MSARN: A Multi-scale Attention Residual Network for End-to-End Environmental Sound Classification	16
Neural Network Based Forecasting Technique for Wireless Sensor Networks	16
Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss	16
PT-CNN: A Non-linear Lightweight Texture Image Classifier	16
Unsupervised Saliency Detection via kNN Mechanism and Object-Biased Prior	16
Global Dissipativity of Quaternion-Valued Fuzzy Cellular Fractional-Order Neural Networks With Time Delays	16
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
Zeroing Neural Network Based on Neutrosophic Logic for Calculating Minimal-Norm Least-Squares Solutions to Time-Varying Linear Systems	16
Estimation of 6D Pose of Objects Based on a Variant Adversarial Autoencoder	15
Weighting Approaches in Data Mining and Knowledge Discovery: A Review	15
Enriching Word Information Representation for Chinese Cybersecurity Named Entity Recognition	15
Multi-Kernel Fusion for RBF Neural Networks	15
A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution	15
Modified Newton Integration Neural Algorithm for Solving Time-Varying Yang-Baxter-Like Matrix Equation	15
Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification	15
CEDRNN: A Convolutional Encoder-Decoder Residual Neural Network for Liver Tumour Segmentation	15
Self-coloring-Driven Plume Source Localization Strategy for Multiple Robots Using Dirichlet Process Gaussian Mixture Model and Mutation Random Salp Swarm Algorithm	15
Pseudo S-Asymptotically $$\omega $$-Antiperiodic Solutions for SICNNs with Mixed Delays	14
Biomedical Image Segmentation Using Fuzzy Artificial Cell Swarm Optimization (FACSO)	14
Polynomial Recurrent Neural Network-Based Adaptive PID Controller With Stable Learning Algorithm	14
FCA-LJP: A Method Based on Formal Concept Analysis for Case Judgment Prediction	14
Retraction Note: Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory	13
Neural Circuit Policies Imposing Visual Perceptual Autonomy	13
Multi-dimensional Taylor Network-Based Fault-Tolerant Control for Nonlinear Systems with Unmodeled Dynamics and Actuator Faults	13
Dilated Transformer with Feature Aggregation Module for Action Segmentation	13
A Novel CNN-TLSTM Approach for Dengue Disease Identification and Prevention using IoT-Fog Cloud Architecture	13
A Review on Multi-objective Optimization in Wireless Sensor Networks Using Nature Inspired Meta-heuristic Algorithms	13
Feature Correlation Transformer for Estimating Ambiguous Optical Flow	13
Improving the Stability of the Variable Selection with Small Datasets in Classification and Regression Tasks	13
Routing Algorithm for Underwater Acoustic Sensor Network	13
TSVMPath: Fast Regularization Parameter Tuning Algorithm for Twin Support Vector Machine	12
Aspect-Based Sentiment Analysis Using Adversarial BERT with Capsule Networks	12
Echo State Network Optimization: A Systematic Literature Review	12
Facial Expression Recognition Based on Spatial-Temporal Fusion with Attention Mechanism	12
Underwater Backscatter Recognition Using Deep Fuzzy Extreme Convolutional Neural Network Optimized via Hunger Games Search	12
Hybrid Optimized Deep Neural Network with Enhanced Conditional Random Field Based Intrusion Detection on Wireless Sensor Network	12
Special Issue on Artificial Intelligence Empowered Big Data Analytical Patterns for Medical Applications	12
Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering	11
A Multi-prototype Capsule Network for Image Recognition with High Intra-class Variations	11
Improved Generative Adversarial Network Learning via Structural Pattern Classification	11
DCT-Net: A Neurodynamic Approach with Definable Convergence Property for Real-Time Synchronization of Chaotic Systems	11
Can Global Strategy Outperform Myopic Strategy in Bayesian Sequential Design?	11
Correction to: EFRNet: Efficient Feature Reuse Network for Real-time Semantic Segmentation	11
Deep Convolutional Neural Networks with Transfer Learning for Visual Sentiment Analysis	11
An Outlier-Robust Growing Local Model Network for Recursive System Identification	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
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
Rapid Person Re-Identification via Sub-space Consistency Regularization	11
A Contrastive Learning Framework with Tree-LSTMs for Aspect-Based Sentiment Analysis	10
CDMC-Net: Context-Aware Image Deblurring Using a Multi-scale Cascaded Network	10
Transformer-Based Fused Attention Combined with CNNs for Image Classification	10
A Generalization of Sigmoid Loss Function Using Tsallis Statistics for Binary Classification	10
A Perceptually Important Points Approach Based on Imputation Clustering with Weighted Distance Techniques for Big Data Reduction in Internet of Things Cloud	10
First-order Layer in Artificial Pain Pathway	10
Finite-Time Synchronization of Fractional-Order Quaternion-Valued Delayed Cohen-Grossberg Neural Networks	10
A Novel Adaptive Sliding Mode Control of Robot Manipulator Based on RBF Neural Network and Exponential Convergence Observer	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
Lightweight Plant Disease Classification Combining GrabCut Algorithm, New Coordinate Attention, and Channel Pruning	10
Security Event-Triggered Filtering for Delayed Neural Networks Under Denial-of-Service Attack and Randomly Occurring Deception Attacks	10
Decentralized PI Controller Design for Robust Perfect Adaptation in Noisy Time-Delayed Genetic Regulatory Networks	10
An Optimal Stacked ResNet-BiLSTM-Based Accurate Detection and Classification of Genetic Disorders	10
Image Quality Assessment via Inter-class and Intra-class Differences for Efficient Classification	10
A Survey on Adversarial Domain Adaptation	9
A New Hybrid Cuckoo Quantum-Behavior Particle Swarm Optimization Algorithm and its Application in Muskingum Model	9
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy	9
Asymptotic Stability of Fractional-Order Incommensurate Neural Networks	9
A Strip Dilated Convolutional Network for Semantic Segmentation	9
A New Constructing Rational Functions Method For Solving Lane−Emden Type Equations	9
Cyclic Gate Recurrent Neural Networks for Time Series Data with Missing Values	9
Attention Based Convolutional Neural Network with Multi-frequency Resolution Feature for Environment Sound Classification	9
Attention $$U^2Net$$: Cascaded UNets with Modified Skip Connection for Breast Tumor Segmentation	9
Natural Language Generation Using Sequential Models: A Survey	9
Normalized Attention Inter-Channel Pooling (NAIP) for Deep Convolutional Neural Network Regularization	9
A Novel Data Augmentation Method for Chinese Character Spatial Structure Recognition by Normalized Deformable Convolutional Networks	9

Multisynchronization of Delayed Fractional-Order Neural Networks via Average Impulsive Interval	9
Intelligent Solar Irradiance Forecasting Using Hybrid Deep Learning Model: A Meta-Heuristic-Based Prediction	9
Fixed-Time Synchronization of Multi-weighted Complex Networks Via Economical Controllers	9
Completion-Attention Ladder Network for Few-Shot Underwater Acoustic Recognition	9
Incomplete Multi-view Learning via Consensus Graph Completion	9
Multi-class Motor Imagery Recognition of Single Joint in Upper Limb Based on Multi-domain Feature Fusion	9
A Multi-Task BERT-BiLSTM-AM-CRF Strategy for Chinese Named Entity Recognition	9
Exponential Lag Synchronization of Cohen–Grossberg Neural Networks with Discrete and Distributed Delays on Time Scales	9
Correction: A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution	8
An Interpretive Adversarial Attack Method: Attacking Softmax Gradient Layer-Wise Relevance Propagation Based on Cosine Similarity Constraint and TS-Invariant	8
Counter Propagation Network Based Extreme Learning Machine	8
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors	8
Robust Visual Tracking with Motion-Aware and Automatic Temporal Regularization	8
Deep Clustering Network for Steganographer Detection Using Latent Features Extracted from a Novel Convolutional Autoencoder	8
Cascade Attentive Dropout for Weakly Supervised Object Detection	8
Online Learning Approach Based on Recursive Formulation for Twin Support Vector Machine and Sparse Pinball Twin Support Vector Machine	8
Lightweight Parallel Feedback Network for Image Super-Resolution	8
Lightweight Image Super-Resolution with ConvNeXt Residual Network	8
Deep Learning on Image Stitching With Multi-viewpoint Images: A Survey	8
Two-Stage Training of Graph Neural Networks for Graph Classification	8
Dynamic Event-Triggered Passive Synchronization for Mode-Dependent Persistent Dwell-Time Switched Neural Networks Subject to DoS Attacks	8
Adaptive Meta Transfer Learning with Efficient Self-Attention for Few-Shot Bearing Fault Diagnosis	8
Cascaded Network Based on EfficientNet and Transformer for Deepfake Video Detection	8
Zero-Norm ELM with Non-convex Quadratic Loss Function for Sparse and Robust Regression	8
Aggregating Deep Features of Multi-CNN Models for Image Retrieval	8
Retraction Note: Cerebrum Tumor Segmentation of High Resolution Magnetic Resonance Images Using 2D-Convolutional Network with Skull Stripping	8
The Exponential Synchronization and Asymptotic Synchronization of Quaternion-Valued Memristor-Based Cohen–Grossberg Neural Networks with Time-Varying Delays	8
A Block Cipher Algorithm Identification Scheme Based on Hybrid Random Forest and Logistic Regression Model	8
Action-Aware Network with Upper and Lower Limit Loss for Weakly-Supervised Temporal Action Localization	8
Sparse and Outlier Robust Extreme Learning Machine Based on the Alternating Direction Method of Multipliers	8
Moving Object Detection in Video Sequences Based on a Two-Frame Temporal Information CNN	8
Adaptive Decentralized Tracking Control for a Class of Large-Scale Nonlinear Systems with Dynamic Uncertainties Using Multi-dimensional Taylor Network Approach	8
GSoANet: Group Second-Order Aggregation Network for Video Action Recognition	8
Understanding More Types of Social Relationships Using Clothing and Distance Metric Learning	7
Smaller World Models for Reinforcement Learning	7
Application of Deep Learning Techniques in Diagnosis of Covid-19 (Coronavirus): A Systematic Review	7
A Multi-strategy Improved Sparrow Search Algorithm and its Application	7
Fixed/Prescribed-Time Bipartite Synchronization of Coupled Quaternion-Valued neural Networks with Competitive Interactions	7
A Novel Spatio-Temporal Network of Multi-channel CNN and GCN for Human Activity Recognition Based on BAN	7
Neural-Network-Based Adaptive Consensus Control for Nonlinear Multiagent Systems Subject to Time Delays and Unknown Disturbance	7
Further Results on Fixed-Time Cluster Synchronization of Coupled Neural Networks	7
A Method of Sharing Sentence Vectors for Opinion Triplet Extraction	7
An Improved Fixed-Time Stability Theorem and its Application to the Synchronization of Stochastic Impulsive Neural Networks	7
A Collaborative Filtering Recommendation Algorithm Based on Community Detection and Graph Neural Network	7
Ultra Fast Classification and Regression of High-Dimensional Problems Projected on 2D	7
Incomplete Multi-view Clustering Based on Self-representation	7
A Neurodynamic Approach for Solving Robust Linear Programming under the Polyhedral Uncertainty Set	7
Simplified-Boosting Ensemble Convolutional Network for Text Classification	7
Spiral Aquila Optimizer Based on Dynamic Gaussian Mutation: Applications in Global Optimization and Engineering	7
Fusing Convolution and Self-Attention Parallel in Frequency Domain for Image Deblurring	7
Multi-Scale Arc-Fusion Based Feature Embedding for Small-Scale Biometrics	7
A Novel Focal Ordinal Loss for Assessment of Knee Osteoarthritis Severity	7
Finite-Time Synchronization for Delayed Inertial Neural Networks by the Approach of the Same Structural Functions	7
AdaLip: An Adaptive Learning Rate Method per Layer for Stochastic Optimization	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
Convergence of Batch Gradient Method for Training of Pi-Sigma Neural Network with Regularizer and Adaptive Momentum Term	7
Sequential Enhancement for Compressed Video Using Deep Convolutional Generative Adversarial Network	7
Periodic Stability on a Class of D-Operator-Based Neutral-Type Rayleigh Equations Accompanying Mixed Delays	7
Long-Short-Term Memory Based on Adaptive Convolutional Network for Time Series Classification	7
Nonparallel Support Vector Machine with L2-norm Loss and its DCD-type Solver	7
Double Graph Attention Networks for Visual Semantic Navigation	7
Gait Recognition in Different Terrains with IMUs Based on Attention Mechanism Feature Fusion Method	7
Attentional Gated Res2Net for Multivariate Time Series Classification	7
COREN: Multi-Modal Co-Occurrence Transformer Reasoning Network for Image-Text Retrieval	7
ADCB: Adaptive Dynamic Clustering of Bandits for Online Recommendation System	7
Hardware Spiking Neural Networks with Pair-Based STDP Using Stochastic Computing	7
Deep Temporal Contrastive Clustering	7
Enhanced Coati Optimization Algorithm for Big Data Optimization Problem	7
Precise Correspondence Enhanced GAN for Person Image Generation	7
Error Graph Regularized Nonnegative Matrix Factorization for Data Representation	6
Dynamic Properties of Dual-delay Network Congestion Control System Based on Hybrid Control	6
Generalized Few-Shot Classification with Knowledge Graph	6
Improved Summation Inequality Based State Estimation for Stochastic Semi-Markovian Jumping Discrete-Time Neural Networks with Mixed Delays and Quantization	6
Discriminative Deep Non-Linear Dictionary Learning for Visual Object Tracking	6
A Linear Implementation of the Hodgkin–Huxley Neuron Model on FPGA Considering Its Dynamics	6
Hierarchical Task-Incremental Learning with Feature-Space Initialization Inspired by Neural Collapse	6
A Novel Hybrid Sampling Method ESMOTE+SSLM for Handling the Problem of Class Imbalance with Overlap in Financial Distress Detection	6
Adaptive Multi-layer Contrastive Graph Neural Networks	6
P &GGD: A Joint-Way Model Optimization Strategy Based on Filter Pruning and Filter Grafting For Tea Leaves Classification	6
Longitudinal Structural MRI Data Prediction in Nondemented and Demented Older Adults via Generative Adversarial Convolutional Network	6
Def-Grasp: A Robot Grasping Detection Method for Deformable Objects Without Force Sensor	6
Multi-Head Attention and Knowledge Graph Based Dual Target Graph Collaborative Filtering Network	6
Multi-view Subspace Clustering Based on Unified Measure Standard	6
BTSwin-Unet: 3D U-shaped Symmetrical Swin Transformer-based Network for Brain Tumor Segmentation with Self-supervised Pre-training	6
A Time Series Forecasting Model Selection Framework using CNN and Data Augmentation for Small Sample Data	6
Solving Emden–Fowler Equations Using Improved Extreme Learning Machine Algorithm Based on Block Legendre Basis Neural Network	6
A Complete Review on Image Denoising Techniques for Medical Images	6
Attention-Guided Optimal Transport for Unsupervised Domain Adaptation with Class Structure Prior	6
Multi-scale Deep Feature Transfer for Automatic Video Object Segmentation	6
A Step-by-Step Gradient Penalty with Similarity Calculation for Text Summary Generation	6
Multi-information Constraint Learning for Unsupervised Domain Adaptive Person Re-identification	6
An Improved VGG Model for Skin Cancer Detection	6
Switching-Like Event-Triggered State Estimation for Reaction–Diffusion Neural Networks Against DoS Attacks	6
Synchronization of Uncertain Neural Networks with Additive Time-Varying Delays and General Activation Function	6
Knowledge Fusion Distillation: Improving Distillation with Multi-scale Attention Mechanisms	6