Neurocomputing

Article	Citations
ISTD-DETR: A deep learning algorithm based on DETR and Super-resolution for infrared small target detection	1962
Detection of cervical lesion cell based on the difference of context cells	1085
Multi-factor embedding GNN-based traffic flow prediction considering intersection similarity	536
Different-layer control of robotic manipulators based on a novel direct-discretization RNN algorithm	517
Improved image denoising via self-supervised Weickert operator learning and plug-and-play learned Primal Dual	511
MCMTNet: Advanced network architectures for EEG-based motor imagery classification	472
Continuous unsupervised domain adaptation using stabilized representations and experience replay	397
Retraction notice to “Distilled and filtered deep neural networks for real-time object detection in edge computing” [Neurocomputing 505 (2022) 225–237]	395
VCF: An effective Vision-Centric Framework for Visual Question Answering	385
Emergent population activity in metric-free and metric networks of neurons with stochastic spontaneous spikes and dynamic synapses	376
Dynamic label correlations and dual-semantic enhancement learning for cross-modal retrieval	343
Local and global structure-aware contrastive framework for entity alignment	320
Federated training of GNNs with similarity graph reasoning for text–image retrieval	280
IMedSeg: Towards efficient interactive medical segmentation	277
LPFSTNet: A lightweight and parameter-free head attention-based student–teacher network for fast 3D industrial anomaly detection	250
Multi Actors-Critic based particle swarm optimization algorithm	248
EHAN: An explicitly high-order attention network for accurate camouflaged object detection	227
A new generative adversarial networks-based fault diagnosis framework: Learning a mapping to estimate fault	226
A nearly optimal adaptive saturation function tuning method for quasi-sliding mode control based on integral reinforcement learning	225
WAE: An evaluation metric for attribution-based XAI on time series forecasting	222
Unlocking the high dimensional’ potential: Comparative analysis of qubits and qutrits in variational quantum neural networks	200
Multi-source attention autoencoder network for hyperspectral unmixing with LiDAR data	199
Adaptive lightweight network construction method for Self-Knowledge Distillation	198
Global multi-scale extraction and local mixed multi-head attention for facial expression recognition in the wild	186
Multi-domain feature analysis of MI-EEG signals using tensor train decomposition and projected gradient Non-negative Matrix Factorization	175

Active inference tree search in large POMDPs	166
Adaptive strategy templates using deep reinforcement learning for multi-issue bilateral negotiation	156
dlordinal: A Python package for deep ordinal classification	148
Hypnos: A domain-specific large language model for anesthesiology	145
Constrained deep reinforcement transfer learning for short-term forecasting of wind discrepancies at ocean stations	138
A collaborative network via multi-head sparse and high-low frequency interaction for hyperspectral image classification	134
Object-fabrication targeted attack for object detection	131
Nonlinearly activated gradient neuronet with fixed-time convergence for online equality-constrained quadratic programming	130
On using derivatives and multiple kernel methods for clustering and classifying functional data	127
A rule-guided interpretable lightweight framework for fetal standard ultrasound plane capture and biometric measurement	126
New H∞	126
Semantic-guided complementary fusion network for salient object detection	125
PaintDiffusion: Towards text-driven painting variation via collaborative diffusion guidance	125
Explainable robo-advisor: An online learning framework for new investors without trading records	122
A Doubly Decoupled Network for edge detection	121
DSVTN-ASD: Detection of Stereotypical Behaviors in Individuals with Autism Spectrum Disorder using a Dual Self-Supervised Video Transformer Network	120
A lightweight human pose estimation model based on nonlinear spiking neural convolution model	120
Enhancing visual tracking with multi-scale cross-correlation and progressive attention	117
A noval Dual-Parameter Structural Model with Enhanced traffic flow representations	116
A generalized Spiking Locally Competitive Algorithm for multiple optimization problems	114
Multi-level Symmetric Semantic Alignment Network for image–text matching	114
Micro-expression recognition in wild video environments: Latent feature-based ANN (LFANN) from 3D reconstructed faces	112
A multi-scale graph-guided dynamic enhanced alignment network for mechanical fault diagnosis considering domain shift and data imbalance	112
NeuronLab: BCI framework for the study of biosignals	112
ATPTrack: Visual tracking with alternating token pruning of dynamic templates and search region	112
Single-frame multi-exposure image fusion via narrowband filter decoupled imaging	109
AMT-Net: Attention-based multi-task network for scene depth and semantics prediction in assistive navigation	109
GradCa: Generalizing to unseen domains via gradient calibration	108
Stochastic graph recurrent neural network	107
Relation-aware graph structure embedding with co-contrastive learning for drug–drug interaction prediction	107
Editorial Board	106
A multi-objective berth allocation problem in fuzzy environment	106
Persistent coverage of UAVs based on deep reinforcement learning with wonderful life utility	106
Dynamically retrieving knowledge via query generation for informative dialogue generation	103
A comparative study on optical flow for facial expression analysis	103
A stochastic optimization technique for hyperparameter tuning in reservoir computing	103
cpp-AIF: A multi-core C++ implementation of Active Inference for Partially Observable Markov Decision Processes	99
Editorial Board	95
BP-SRM: A directly training algorithm for spiking neural network constructed by spike response model	94
Editorial Board	94
A novel energy management method for multiple residential energy systems with energy exchange	94
IIRI-Net: An interpretable convolutional front-end inspired by IIR filters for speaker identification	93
SandGAN: Style-Mix Assisted Noise Distortion for Imbalanced Conditional Image Synthesis	92
Editorial Board	91
AEP: Aligning knowledge graphs via embedding propagation	90
Modeling context appearance changes for person re-identification via IPES-GCN	88
A generic FPGA-based hardware architecture for recursive least mean p-power extreme learning machine	88
Editorial Board	88
Inductive-transductive learning for very sparse fashion graphs	86
Almost sure exponential synchronization of network systems under a new intermittent noise-diffusion layer	86

Special issue SOCO 2020: New trends in soft computing and its application in industrial and environmental problems	85
SQuadMDS: A lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP	85
Editorial Board	85
Editorial Board	84
Unveil the potential of siamese framework for visual tracking	84
Batch normalization-free weight-binarized SNN based on hardware-saving IF neuron	83
Meta-learning to calibrate Gaussian processes with deep kernels for regression uncertainty estimation	83
CAGCN: Causal attention graph convolutional network against adversarial attacks	82
Graph over-parameterization: Why the graph helps the training of deep graph convolutional network	82
Deep cross-modal subspace clustering with Contrastive Neighbour Embedding	80
Special Issue SOCO 2022: New trends in soft computing and its application in industrial and environmental problems	80
Special Issue SOCO 2021: New trends in soft computing and its application in industrial and environmental problems	80
Editorial Board	79
Adaptive attention augmentor for weakly supervised object localization	79
Editorial Board	79
Gallery-sensitive single sample face recognition based on domain adaptation	79
Editorial Board	79
Path-aware multi-hop graph towards improving graph learning	79
Editorial Board	78
Special Issue on Emergent Effects in Stochastic Neural Networks with Application to Learning and Information Processing	78
A two-phase half-async method for heterogeneity-aware federated learning	78
Introduction to the Special Issue on edge intelligence: Neurocomputing meets edge computing	77
Adaptive offloading and scheduling algorithm for big data based mobile edge computing	76
Editorial Board	76
An end-to-end heterogeneous network for graph similarity learning	75
Learning to predict diverse trajectory from human motion patterns	75
Editorial Board	75
Training neural networks for solving 1-D optimal piecewise linear approximation	75
Knowledge embedding via hyperbolic skipped graph convolutional networks	74
A commonality-based enhancement for sentence modeling with supervision	74
Spatial-temporal 3D dependency matching with self-supervised deep learning for monocular visual sensing	74
Evaluating cooperative-competitive dynamics with deep Q-learning	73
Editorial Board	73
Interpretable domain adaptation using unsupervised feature selection on pre-trained source models	72
GiGAN: Gate in GAN, could gate mechanism filter the features in image-to-image translation?	72
Focus on hierarchical features: Soft-weighted hierarchical features network	72
Category-learning attention mechanism for short text filtering	72
Facial expression recognition with polynomial Legendre and partial connection MLP	71
Editorial Board	71
Information capacity of a stochastically responding neuron assembly	70
A fisher score-based multi-instance learning method assisted by mixture of factor analysis	70
Construct informative triplet with two-stage hard-sample generation	70
Embracing ambiguity: Improving similarity-oriented tasks with contextual synonym knowledge	70
Identifying common driver modules by equilibrating coverage and mutual exclusivity across pan-cancer data	70
Introduction to the Special issue on Advances of neurocomputing for smart cities (NEUROCOM for smart cities)	70
Editorial: Special issue on “Learning to combat online hostile posts in regional languages during emergency situations”	69
Will you go where you search? A deep learning framework for estimating user search-and-go behavior	69
Modeling long-term video semantic distribution for temporal action proposal generation	68
Multi-hop interactive attention based classification network for expert recommendation	68
Tuning N-ary relation extraction as Machine Reading Comprehension	67
Delay-induced periodic oscillation for fractional-order neural networks with mixed delays	66
Multiscale echo self-attention memory network for multivariate time series classification	66
Intra-class variations with deep learning-based gait analysis: A comprehensive survey of covariates and methods	66
Event-triggered impulsive synchronization of coupled delayed memristive neural networks under dynamic and static conditions	65
BINet: Bidirectional interactive network for salient object detection	65
FedATA: Adaptive attention aggregation for federated self-supervised medical image segmentation	65
Unsupervised video summarization using deep Non-Local video summarization networks	65
Structural relational inference actor-critic for multi-agent reinforcement learning	64
Bridge health anomaly detection using deep support vector data description	64
Noise/fault aware regularization for incremental learning in extreme learning machines	64
Adaptive synchronization of fractional-order complex-valued coupled neural networks via direct error method	64
New delay and order-dependent passivity criteria for impulsive fractional-order neural networks with switching parameters and proportional delays	63
Examining and mitigating gender bias in text emotion detection task	63
Selective ensemble of classifiers trained on selective samples	63
TS4Net: Two-stage sample selective strategy for rotating object detection	63
Exponential stabilization for fractional intermittent controlled multi-group models with dispersal	63
Triple alignment-enhanced complex question answering over knowledge bases	62
Novel controller design for finite-time synchronization of fractional-order memristive neural networks	62
Pyramid fully residual network for single image de-raining	62
Visibility of points: Mining occlusion cues for monocular 3D object detection	62
Forward-reverse adaptive graph convolutional networks for skeleton-based action recognition	62
ABL-TC: A lightweight design for network traffic classification empowered by deep learning	62
Balanced quantum neural architecture search	62
A hybrid intelligent classifier for anomaly detection	61
Large language model-based evolutionary optimizer: Reasoning with elitism	61
A head-to-head attention with prompt text augmentation for text classification	61
Long-range attention classification for substation point cloud	60
A photo cartoonization method based on text-to-image diffusion model	60
Efficient construction and convergence analysis of sparse convolutional neural networks	60
RAR: Recombination and augmented replacement method for insertion-based lexically constrained text generation	60

Deep learning-based 3D reconstruction from multiple images: A survey	60
Adaptive NN finite-time tracking control for PMSM with full state constraints	59
New asymptotic stability analysis for generalized neural networks with additive time-varying delays and general activation function	59
Brain-computer interface (BCI)-generated speech to control domotic devices	59
Reinforcement learning in a spiking neural model of striatum plasticity	59
Event-triggered H∞<	59
Multi-hierarchy feature extraction and multi-step cost aggregation for stereo matching	59
A transfer approach with attention reptile method and long-term generation mechanism for few-shot traffic prediction	58
LUIE: Learnable physical model-guided underwater image enhancement with bi-directional unsupervised domain adaptation	58
An IoU-aware Siamese network for real-time visual tracking	58
Learning task-specific discriminative embeddings for few-shot image classification	57
A study of growth based morphological development in neural network controlled walkers	57
Observer-based H∞<	57
PSIDP: Unsupervised deep hashing with pretrained semantic information distillation and preservation	57
Attention-based cross-layer domain alignment for unsupervised domain adaptation	57
SCAN: A shared causal attention network for adverse drug reactions detection in tweets	57
Graph attention autoencoder inspired CNN based brain tumor classification using MRI	57
Indirect adaptive control of multi-input-multi-output nonlinear singularly perturbed systems with model uncertainties	57
Inducing semantic hierarchy structure in empirical risk minimization with optimal transport measures	56
CurveMEF: Multi-exposure fusion via curve embedding network	56
Improving robustness with image filtering	56
EPRD: Exploiting prior knowledge for evidence-providing automatic rumor detection	56
Bounding information leakage in machine learning	56
Leader learning loss function in neural network classification	56
Hessian regularization of deep neural networks: A novel approach based on stochastic estimators of Hessian trace	56
Combating spatial redundancy with spectral norm attention in convolutional learners	56
SPNet: Semantic preserving network with semantic constraint and non-semantic calibration for color constancy	56
DPF-S2S: A novel dual-pathway-fusion-based sequence-to-sequence text recognition model	56
Leader–follower consensus control for a class of nonlinear multi-agent systems using dynamical neural networks	56
TTPP: Temporal Transformer with Progressive Prediction for efficient action anticipation	55
Dimension reduction of multimodal data by auto-weighted local discriminant analysis	55
A consistency-aware deep capsule network for hierarchical multi-label image classification	55
A novel framework for image-to-image translation and image compression	55
An adaptive Gaussian mixture method for nonlinear uncertainty propagation in neural networks	55
Enhancing real-world adversarial patches through 3D modeling of complex target scenes	55
Bias-reduced hindsight experience replay with virtual goal prioritization	55
PCCM-GAN: Photographic Text-to-Image Generation with Pyramid Contrastive Consistency Model	54
TTFNeXt for real-time object detection	54
From A-to-Z review of clustering validation indices	54
Diminishing-feature attack: The adversarial infiltration on visual tracking	54
Dynamic event-triggered security control of cyber-physical systems against missing measurements and cyber-attacks	54
Kernel alignment unsupervised discriminative dimensionality reduction	54
Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher	54
NGDNet: Nonuniform Gaussian-label distribution learning for infrared head pose estimation and on-task behavior understanding in the classroom	53
GRAformer: A gated residual attention transformer for multivariate time series forecasting	53
Bidirectional neural network for trajectory planning: An application to medical emergency vehicle	53
DT-SNE: t-SNE discrete visualizations as decision tree structures	53
Spatial–temporal pooling for action recognition in videos	53
Edge-aided control dynamics for information diffusion in social Internet of Things	52
Information retrieval algorithms and neural ranking models to detect previously fact-checked information	52
Adaptive cooperative dynamic surface control of non-strict feedback multi-agent systems with input dead-zones and actuator failures	52
An associative memory circuit based on physical memristors	52
Motifs-based recommender system via hypergraph convolution and contrastive learning	52
Perturbations of Tensor-Schur decomposition and its applications to multilinear control systems and facial recognitions	52
Deep style transfer to deal with the domain shift problem on spheroid segmentation	52
Event-triggered H∞<	52
Adversarial diffusion for few-shot scene adaptive video anomaly detection	51
Hyper-class representation of data	51
Research on emotional semantic retrieval of attention mechanism oriented to audio-visual synesthesia	51
Spiking neural networks for frame-based and event-based single object localization	51
Unsupervised domain adaptation segmentation algorithm with cross-domain data augmentation and category contrast	50
Object detection and crowd analysis using deep learning techniques: Comprehensive review and future directions	50
Elliptical convolution kernel: More real visual field	50
Neural-network-based boundary control for a gantry crane system with unknown friction and output constraint	50
Editorial Board	50
Classifying cybergrooming for child online protection using hybrid machine learning model	50
PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation	49
Anatomical structures detection using topological constraint knowledge in fetal ultrasound	49
Editorial Board	49
Multi-strategy mutual learning network for deformable medical image registration	49
A review of regression and classification techniques for analysis of common and rare variants and gene-environmental factors	49
Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brain	49
A Markov regime switching model for asset pricing and ambiguity measurement of stock market	49
Semantic adaptation network for unsupervised domain adaptation	49
Double center swarm exploring varying parameter neurodynamic network for non-convex nonlinear programming	49
Flocking with nonlinear systems based on distributed observers	49
Accurate learning of graph representation with the consideration of fuzzy overlapping community	48
Learning locomotion skills in evolvable robots	48
Generalization bounds for pairwise learning with the Huber loss	48
Object re-identification with distribution corrected ranking list	48
Large-scale multi-view subspace clustering via embedding space and partition matrix	48
Towards real-time detection of underwater target with pruning lightweight deep learning method in side-scan sonar images	48
A survey of artificial immune algorithms for multi-objective optimization	48
MDGAD: Meta domain generalization for distribution drift in anomaly detection	48
3D saliency guided deep quality predictor for no-reference stereoscopic images	48
Distributed set-membership filtering for complex networks with amplify-and-forward relays: A two-step ellipsoid method	48
Unidirectional and hierarchical on-chip interconnected architecture for large-scale hardware spiking neural networks	48
Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier	48
A fast sparse graph based clustering technique using dispersion of data points	47
Rethinking sketch-based 3D shape retrieval: A simple baseline and benchmark reconstruction	47
A multimodal fusion emotion recognition method based on multitask learning and attention mechanism	47
RLBoost: Boosting supervised models using deep reinforcement learning	47
Membership-Function-Dependent Fuzzy Control of Reaction-Diffusion Memristive Neural Networks With a Finite Number of Actuators and Sensors	47
Advances in artificial neural networks, machine learning and computational intelligence	47
Adaptive dynamic programming for data-based optimal state regulation with experience replay	47