Neurocomputing

Article	Citations
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	1750
Overcoming the Price of Anarchy by Steering with Recommendations	1327
Learning hierarchical image feature for efficient image rectification	1009
fRAKI: k-space deep learning with offline data-universal and online scan-specific priors	940
Editorial Board	664
Motion frequency exploration based force separator for surgical robots interacting with a beating heart	603
PaintDiffusion: Towards text-driven painting variation via collaborative diffusion guidance	417
Optimal deception attacks under energy harvesting constraints for cyber–physical systems	374
Spatiotemporal semantic structural representation learning for image sequence prediction	357
From continuous pre-training to alignment: A comprehensive toolkit for large language models in federated learning	341
Debate divides: Argument relation-based contrastive opinion summarization via multi-task learning for online discussions	319
Kernel clustering with automatic variable weighting for interval data	302
A stochastic optimization technique for hyperparameter tuning in reservoir computing	288
Balanced quantum neural architecture search	286
MDVL-Edit: Mask-assisted highly disentangled text-driven face image editing based on vision-language alignment	265
Neuroadaptive event-triggered tracking control for nonlinear systems with dynamic fault feedback and prescribed time convergence	257
Neural Network Adaptive Observer design for Nonlinear Systems with Partially and Completely Unknown Dynamics Subject to Variable Sampled and Delay Output Measurement	256
Model compression through distillation with cross-layer integrated guidance at word level	241
Acceleration of grokking in learning arithmetic operations via Kolmogorov–Arnold representation	238
Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation	235
Network based on the synergy of knowledge and context for natural language inference	235
Ensemble strategy learning for imperfect information games	234
Editorial Board	221
Adaptive map matching based on dynamic word embeddings for indoor positioning	217
Focus on hierarchical features: Soft-weighted hierarchical features network	216

Estimator-based iterative deviation-free residual generator for fault detection under random access protocol	215
A new robust semi-supervised clustering method based on adaptive credibility estimation and locality preservation	206
A study of growth based morphological development in neural network controlled walkers	204
Adaptive modeling of systems with uncertain dynamics via continuous long-short term memories	202
Class-prior probability estimation using density ratio between unlabeled instances and positively labeled noisy instances	197
AEP: Aligning knowledge graphs via embedding propagation	197
Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher	195
Cross-modal feature symbiosis for personalized meta-path generation in heterogeneous networks	185
Multi-type spectral spatial feature for hyperspectral image classification	171
A new feature selection method based on importance measures for crude oil return forecasting	166
Sensitivity-propagated dual-frequency graph neural network for multivariate time series forecasting	162
Random forest feature selection for partial label learning	160
Online Q-learning design augmented with fuzzy-adaptive parameter adjustment for wastewater treatment processes	158
RCEAE: A Role Correlation-enhanced Model for Event Argument Extraction	157
Dual-alignment cross-domain few-shot learning with lightweight domain-specific attention for hyperspectral image classification	155
Improved image denoising via self-supervised Weickert operator learning and plug-and-play learned Primal Dual	154
Strategies for time series forecasting with generalized regression neural networks	153
MM-instruct: Generated visual instructions for large multimodal model alignment	151
Intermittent sampled-data synchronization of delayed reaction–diffusion neural networks	148
Bidirectional parallel multi-layer multi-scale hybrid network	146
Improving generalization capability of object detectors via efficient global attention	146
Cluster consensus with first and higher-order antagonistic interaction dynamics	138
Cycle pixel difference network for crisp edge detection	137
Corrigendum to “S2F: Border peeling clustering from cluster skeletons to final clusters”[Neurocomputing 654 (2025), 131324]	137
Data privacy protection health status assessment for rotating machinery with dual-task feature fusion framework	135
Editorial Board	134
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	130
Multi-scale BiTemporal fusion for dynamic facial expression recognition in the wild	128
Spatio-temporal tree attention network for forecasting traffic flow	126
Decoding pre-movement neural activity from thalamic LFPs for adaptive neurostimulation in tremor patients	126
A learnable population filter for dynamic multi-objective optimization	124
The unsupervised sequential bio-tomographic image registration method based on deep wavelet transform and manifold symmetry constraints	123
MNSeg: Mamba-based 3D neuron segmentation integrated with bidirectional attention mechanism and topological loss	121
CRG-HG: A contrastive-regularized generative framework for heterogeneous graph learning	118
Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements	117
Multi-model-based transferable and imperceptible 3D adversarial attack	117
A novel recurrent neural network with robust learning algorithm: Application to modeling of nonlinear complex systems	117
Quantile pattern regression using twin extreme learning machines with smooth pinball loss	116
PriFLRC: A secure multi-party computation-based privacy-enhanced federated learning scheme resilient to collusion	116
A fisher score-based multi-instance learning method assisted by mixture of factor analysis	113
Multi-modal data clustering using deep learning: A systematic review	112
SPNet: Semantic preserving network with semantic constraint and non-semantic calibration for color constancy	111
Learning-based sliding mode control of discrete markov jump systems with actuator faults via action-critic-disturbance neural network approach	110
DARTS-AM: robustifying differentiable neural architecture selection with attribution magnitude	110
A comprehensive survey of adversarial defense techniques in the visual domain	109
Privacy-preserving secure bipartite consensus of stochastic nonlinear multi-agent systems via double dynamic event-triggered control under DoS attacks and markovian switching networks	108
Unveiling distinguishing properties of adversarial examples through neural tangent kernels	108
Retraction notice to “Distilled and filtered deep neural networks for real-time object detection in edge computing” [Neurocomputing 505 (2022) 225–237]	108
Optical convolutional neural network with the hybrid training method	107
Continual few-shot relation extraction via multi-task balanced dual-branch network	106

Adversarial training via multi-guidance and historical memory enhancement	104
cpp-AIF: A multi-core C++ implementation of Active Inference for Partially Observable Markov Decision Processes	102
	102
Learning to localize image forgery using end-to-end attention network	101
Blind face restoration: Benchmark datasets and a baseline model	100
The consistency analysis of gradient learning under independent covariate shift	99
Edge Feature Empowered Graph Attention Network for Sum Rate Maximization in Heterogeneous D2D Communication System	99
Adaptive lightweight network construction method for Self-Knowledge Distillation	98
Salient instance segmentation with region and box-level annotations	97
A substructure transfer reinforcement learning method based on metric learning	96
UdpTrace: Utility-enhanced differential privacy scheme for trajectory data publishing	95
iCGPN: Interaction-centric graph parsing network for human-object interaction detection	95
GradCa: Generalizing to unseen domains via gradient calibration	94
Multimodal understanding of human values in videos: A benchmark dataset and PLM-based method	93
Enhancing randomized recurrent neural networks with explainable attribution methods	93
A more compact object detector head network with feature enhancement and relational reasoning	93
LightSpikformer: A compression framework for spiking transformer via low-rank decomposition of tensor networks	93
BR Net: A novel deep learning model guided by brain region features for decoding single-trial visual EEG signals	92
Graph-constructed adaptive semantic fusion for heterophilic graph contrastive learning	92
Discrete-time future nonlinear neural optimization with equality constraint based on ten-instant ZTD formula	91
Text-to-image person re-identification via collaborating pre-trained diffusion and discriminative models	90
Coexistence of non-ideal threshold logic units and multiplicative input noise in DNN-kWTA networks	90
Clip4Vis: Parameter-free fusion for multimodal video recognition	89
Fine-grained image classification driven by Gaussian sampling and metric learning	88
A survey of neural signal decoding based on domain adaptation	87
MoIRA: Modular instruction routing architecture for multi-task robotics	87
SFIMCO: Scalable fair influence maximization based on overlapping communities and optimization algorithms	85
Facial sketch synthesis with multi-level guided latent diffusion model	85
Kernel-based learning of orthogonal functions	85
Self-ensemble for test time adaptation	85
TtfDiffusion: Training-free and text-free image editing in diffusion models with structural and semantic disentanglement	85
PONet: Prototype optimization network for few-shot medical image segmentation	84
Degradation-adaptive attack-robust self-supervised facial representation learning	84
Magic3DSketch: Create colorful 3D models from sketch-based 3D modeling guided by text and language-image pre-training	83
AID-purifier: A light auxiliary network for boosting adversarial defense	82
Say it better: RL-based prompt tuning for enhancing open-vocabulary recognition	82
Development of variational quantum deep neural networks for image recognition	81
Graph Neural Network with curriculum learning for imbalanced node classification	81
Path planning based on improved deep Q-network algorithm for bionic robotic fish with ocean currents	81
DSVTN-ASD: Detection of Stereotypical Behaviors in Individuals with Autism Spectrum Disorder using a Dual Self-Supervised Video Transformer Network	80
Enhancing sentiment analysis with distributional emotion embeddings	80
Fractional gannet humming optimization enabled deep convolutional neural network for detection and segmentation of skin cancer	79
ZNN for time-variant nonlinear inequality systems: A finite-time solution	78
Toward more generalizable time-series outlier detection in large-volume manufacturing via contextual convolution	78
Weakly supervised semantic segmentation with multi-task learning and segment anything model	77
Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	77
A lightweight human pose estimation model based on nonlinear spiking neural convolution model	77
Invisible trigger image: A dynamic neural backdoor attack based on hidden feature	75
Interactive triplet attention for few-shot fine-grained image classification	75
Enhancing multi-task performance through associative adversarial learning based on selective attacks	75
Tuning N-ary relation extraction as Machine Reading Comprehension	75
CastDiffuser: Cascaded latent diffusion framework for high-resolution precipitation nowcasting via multi source fusion	74
From discrete to continuous: A spatiotemporal evolution-aware adversarial diffusion framework for retinal disease progression prediction	74
Novel controller design for finite-time synchronization of fractional-order memristive neural networks	73
Assistive systems for visually impaired people: A survey on current requirements and advancements	73
DFCon: Dominant frequency enhanced ultra-long time series contrastive forecasting	73
TS4Net: Two-stage sample selective strategy for rotating object detection	73
Hierarchical Reasoning Enhanced Few-Shot Multimodal Sentiment Analysis	73
Multi-view semi-supervised feature selection with multi-order similarity and tensor learning	72
SurANet: Surrounding-Aware Network for concealed object detection via highly-efficient interactive contrastive learning strategy	72
Hierarchical Knowledge-Enhancement Framework for multi-hop knowledge graph reasoning	72
Class-aware graph Siamese representation learning	72
Pose-oriented scene-adaptive matching for abnormal event detection	72
Distantly supervised relation extraction with a Meta-Relation enhanced Contrastive learning framework	72
Neural architecture search for image super-resolution: A review on the emerging state-of-the-art	70
A meta-survey of adversarial attacks against artificial intelligence algorithms, including diffusion models	70
Deep contrastive variational subspace clustering	70
A robust high-resolution remote sensing image hiding network	70
Neural network model based on global and local features for multi-view mammogram classification	70
KDADGNet: A data augmentation and knowledge distillation-based technique for enhancing domain generalization in imagined typing	69
Bearing fault diagnosis using transfer learning and self-attention ensemble lightweight convolutional neural network	69
Deep domain adaptation via joint transfer networks	69
Deep learning-based 3D reconstruction from multiple images: A survey	69
An enhanced structural developmental neural network with information saturation for continual unsupervised learning	69
Self-orthogonalizing attractor neural networks emerging from the free energy principle	68
Unsupervised domain adaptation segmentation algorithm with cross-domain data augmentation and category contrast	68
A novel TSK fuzzy system incorporating multi-view collaborative transfer learning for personalized epileptic EEG detection	68
Depression risk recognition based on gait: A benchmark	68
Robust semantic reconstruction for weakly supervised multi-label learning	68
Mobile crowdsourcing based on 5G and 6G: A survey	68

CoMaSa:Context Multi-aware Self-attention for emotional response generation	68
CSubBT: A modular execution framework with self-adjusting capability for mobile manipulation system	68
Mean-square bipartite synchronization of coopetition neural networks under pinning sampled-data and deception attacks: Designing interval-dependent looped-function	68
A fast sparse graph based clustering technique using dispersion of data points	67
Quasi-synchronization of fractional-order complex-value neural networks with discontinuous activations	67
Bidirectional neural network for trajectory planning: An application to medical emergency vehicle	67
Semi-supervised semantic segmentation with cross teacher training	67
Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier	67
Observer-based H∞<	67
Small sample hyperspectral image classification based on spiking re-parameterization and multi-discriminator adversarial	66
Talent3D: Optimizing geometry and enhancing appearance for high-quality Text-to-3D shape generation	66
dlordinal: A Python package for deep ordinal classification	66
CR-FND: Robustness-enhanced multimodal fake news detection against content variance	65
Efficient superpixel-guided global-local spectral clustering for large-scale HSI	64
A review of image-based sensorless force estimation in robotic-assisted medical interventions	64
CDNE: Community deception from node and edge perspectives	64
MKE-PLLM: A benchmark for multilingual knowledge editing on pretrained large language model	64
Prediction of rate of penetration based on drilling conditions identification for drilling process	64
Promoting camouflaged object detection through novel edge–target interaction and frequency-spatial fusion	63
SEMPose: A single end-to-end network for multi-object pose estimation	63
Predicting functional connectivity network from routinely acquired T1-weighted imaging-based brain network by generative U-GCNet	63
Dynamical analysis of fractional-order fully complex-valued uncertain competitive neural networks and its application in image privacy protection	63
The roles of internal dynamics and proprioceptive feedback in motor cortex during movement execution	63
Adaptive fuzzy command filtering control for nonlinear MIMO systems with full state constraints and unknown control direction	62
A consistency-aware deep capsule network for hierarchical multi-label image classification	62
Edge-centric community hiding based on permanence in attributed networks	62
ViSP: A PPO-enhanced framework for multimodal sarcasm generation with contrastive learning	61
MedLAMA: Medical lesion-aware multimodal alignment	61
Adaptive neural network tracking control for nonlinear interconnected time-delay systems with prescribed performance	61
A novel energy management method for multiple residential energy systems with energy exchange	60
Modeling of distributed parameter systems based on independent partial derivative-physics-informed neural network	60
Crafting universal adversarial perturbations with output vectors	59
Parameterizing echo state networks for multi-step time series prediction	59
Rethinking general underwater object detection: Datasets, challenges, and solutions	59
Multi Actors-Critic based particle swarm optimization algorithm	58
Road extraction from satellite images with iterative cross-task feature enhancement	58
A critical analysis of image-based camera pose estimation techniques	57
Fully-distributed dynamic event-triggered optimized backstepping bipartite consensus control based on neural network observer and reinforcement learning	57
Polar lights optimizer: Algorithm and applications in image segmentation and feature selection	57
ISTD-DETR: A deep learning algorithm based on DETR and Super-resolution for infrared small target detection	57
Improving projected fuzzy K-means clustering via robust learning	57
Semi-SNN: Biological-inspired semi-supervised image classification with spiking neural networks	57
Scale attentive network for scene recognition	57
Dynamic synchronous graph transformer network for region-level air-quality forecasting	57
Real-time stereo matching with enhanced geometric comprehension through cross-attention integration	57
Constrained deep reinforcement transfer learning for short-term forecasting of wind discrepancies at ocean stations	57
An optimized CNN-BiLSTM network for bearing fault diagnosis under multiple working conditions with limited training samples	56
A survey on collaborative hunting with robotic swarm: Key technologies and application scenarios	56
Editorial Board	56
MSSFN: A multi-scale sequence fusion network for CT-based diagnosis of pulmonary complications	56
Multi-view Contour-constrained Transformer Network for Thin-cap Fibroatheroma Identification	56
Editorial Board	56
Neural network-driven code semantic alignment for software engineering: Three-perspective framework, three-dimensional evaluation, and industrial adaptation	56
Occluded facial expression recognition algorithm integrating logical reasoning on small-sample datasets	56
Gradient-coupled cross-patch attention map for weakly supervised semantic segmentation	55
Multi-attribute balanced dataset generation framework AutoSyn and KinFace Channel-Spatial Feature Extractor for kinship recognition	55
Enhancing echo state network with reservoir state selection for time series forecasting	55
Hyperbolic graph representation learning: methods, applications and challenges—A survey	55
A cross-feature mutual learning framework integrating multiple features for brain disorder diagnosis	55
RMDC: Rotation-mask deformable convolution for object detection in top-view fisheye cameras	55
An open-set few-shot face recognition framework with balanced adaptive cohesive mixing	55
Fusing semantic information for syntax-guided paraphrase generation	54
Extending Evolution-Guided Policy Gradient Learning into the multi-objective domain	54
Model-free inverse reinforcement learning algorithms for continuous-time and discrete-time zero-sum games	54
Observer-based distributed adaptive neural network containment control for uncertain nonlinear multi-agent systems under DoS attacks	54
Maximum entropy intrinsic learning for spiking networks towards embodied neuromorphic vision	54
Interpretable deep model pruning	54
A support vector machine formulation for linear and kernel discriminant analysis	54
Intra-class patch swap for self-distillation	54
A novel metric learning framework by exploiting global and local information	54
MRKD-PBCL: Multi-level region-wise knowledge distillation and prototype balanced contrastive learning for class incremental semantic segmentation	53
WSSGCN: Wide Sub-stage Graph Convolutional Networks	53
A review on anchor assignment and sampling heuristics in deep learning-based object detection	53
Dense attention networks for texture classification	53
Self-supervised learning based transformer and convolution hybrid network for one-shot organ segmentation	53
CLEAR-E: Concept-aware lightweight energy adaptation for smart grid load forecasting	53
MFF-Net: A multi-view feature fusion network for generalized forgery image detection	53
Dual-level adaptive incongruity-enhanced model for multimodal sarcasm detection	53
Neural network-based sliding mode controllers applied to robot manipulators: A review	53
SigMA: Path signatures and multi-head attention for learning parameters in fBm-driven SDEs	52
Efficient and accurate graph statistics with adaptive personalized local differential privacy	52
JT3D: Joint temporal segmentation for common pattern discovery in 3D tensor time series via segmented Gaussian modeling and information-gain	52
MAGNet: Bridging global graph context with customized tail-biased sampling for recommendation	52
DSBRD: A dual-stream neural network based on novel residual convolution and dynamic pre-activation convolution for bearing fault diagnosis	52
Multi-dimensional opinion dynamics for social networks with asynchronous updates	52
Verifying ambiguous claims with a reasoner-translator framework	51
Accelerated Weka: GPU Machine Learning with Weka Workbench	51
Region-aware discriminative learning GAN for super-resolution reconstruction of infrared imagery	51
APThreshold: A software tool for quantifying and analyzing action potential threshold dynamics	51
Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs	51
Sampling-based epoch differentiation calibrated graph convolution network for point-of-interest recommendation	51
One-shot Video Graph Generation for Explainable Action Reasoning	51
Spike-driven incepformer: A hierarchical spiking transformer with inception-inspired feature learning	51
Potential distribution adjustment and parametric surrogate gradient in spiking neural networks	51
ChatGPT in threefold: As attacker, target, and evaluator in adversarial attacks	51