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
Finite Time Stability of Caputo–Katugampola Fractional Order Time Delay Projection Neural Networks	55
Mitigate Gender Bias Using Negative Multi-task Learning	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
Ehsinet: Efficient High-Order Spatial Interaction Multi-task Network for Adaptive Autonomous Driving Perception	41
Penalized Least Squares Classifier: Classification by Regression Via Iterative Cost-Sensitive Learning	41
Detection of Drug Abuse Using Rough Set and Neural Network-Based Elevated Mathematical Predictive Modelling	40
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
Generate Usable Adversarial Examples via Simulating Additional Light Sources	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
Real-Time Traffic Sign Detection Based on Weighted Attention and Model Refinement	30
Eliminating Scale Ambiguity of Unsupervised Monocular Visual Odometry	30
Multichannel Matrix Randomized Autoencoder	30
A Fine-Grained Entity Typing Method Combined with Features	29
Novel Parallel Multiple Minor Components Extraction Algorithm by Diagonal Matrix Method	28
GSA4FDA: Deep Geometric and Statistic Alignment for Fewer Labeled Domain Adaptation	27
Transformer-Encoder-GRU (T-E-GRU) for Chinese Sentiment Analysis on Chinese Comment Text	27
Using Hamiltonian Neural Networks to Model Two Coupled Duffing Oscillators	26
Energy-Guided Feature Fusion for Zero-Shot Sketch-Based Image Retrieval	26
An Improved Competitive Swarm Optimizer with Super-Particle-Leading	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
ELANet: Effective Lightweight Attention-Guided Network for Real-Time Semantic Segmentation	24
Transformer-Based Cross-Modal Information Fusion Network for Semantic Segmentation	24
A Feature Selection Method Using Conditional Correlation Dispersion and Redundancy Analysis	24
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
ACR-GNN: Adaptive Cluster Reinforcement Graph Neural Network Based on Contrastive Learning	23
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification	22
Online Pedestrian Multiple-Object Tracking with Prediction Refinement and Track Classification	22
Alternate Event-Triggered Intermittent Control for Exponential Synchronization of Multi-Weighted Complex Networks	22
Variance-Constrained Resilient $$H_{\infty }$$ State Estimation for Time-Varying Neural Networks with Random Saturation Observation Under Uncertain Occurrence Probability	21
Joint Detection and Association for End-to-End Multi-object Tracking	21
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
Integral Sliding Mode Exponential Synchronization of Inertial Memristive Neural Networks with Time Varying Delays	20
Engineering Vehicles Detection for Warehouse Surveillance System Based on Modified YOLOv4-Tiny	19
Learning Transferable Feature Representation with Swin Transformer for Object Recognition	19
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction	19
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
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
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 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
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
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
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
Estimation of 6D Pose of Objects Based on a Variant Adversarial Autoencoder	15
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
Pseudo S-Asymptotically $$\omega $$-Antiperiodic Solutions for SICNNs with Mixed Delays	14
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
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
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
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
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
Robust Dual-Graph Regularized Deep Matrix Factorization for Multi-view Clustering	11
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 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
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
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