Connectionists: NEURAL NETWORKS, Dec. 2024

[Wang, Deliang]

Neural Networks - Volume 180, Dec. 2024
https://www.journals.elsevier.com/neural-networks


Euclidean-Distance-Preserved Feature Reduction for efficient person re-identification
Guan'an Wang, Xiaowen Huang, Yang Yang, Prayag Tiwari, Jian Zhang

DMGNet: Depth mask guiding network for RGB-D salient object detection
Yinggan Tang, Mengyao Li

Manifold-based Shapley explanations for high dimensional correlated features
Xuran Hu, Mingzhe Zhu, Zhenpeng Feng, Ljubiša Stanković

SFT-SGAT: A semi-supervised fine-tuning self-supervised graph attention network for emotion recognition and consciousness detection
Lina Qiu, Liangquan Zhong, Jianping Li, Weisen Feng, ... Jiahui Pan

Is artificial consciousness achievable? Lessons from the human brain
Michele Farisco, Kathinka Evers, Jean-Pierre Changeux

Localized estimation of event-related neural source activity from simultaneous MEG-EEG with a recurrent neural network
Jamie A. O'Reilly, Judy D. Zhu, Paul F. Sowman

The vitals for steady nucleation maps of spontaneous spiking coherence in autonomous two-dimensional neuronal networks
Dmitrii Zendrikov, Alexander Paraskevov

Learning functional brain networks with heterogeneous connectivities for brain disease identification
Chaojun Zhang, Yunling Ma, Lishan Qiao, Limei Zhang, Mingxia Liu

Multistability and fixed-time multisynchronization of switched neural networks with state-dependent switching rules
Shiqin Ou, Zhenyuan Guo, Shiping Wen, Tingwen Huang

Deep brain stimulation and lag synchronization in a memristive two-neuron network
Xihong Yu, Han Bao, Quan Xu, Mo Chen, Bocheng Bao

Neural dynamics and seizure correlations: Insights from neural mass models in a Tetanus Toxin rat model of epilepsy
Parvin Zarei Eskikand, Artemio Soto-Breceda, Mark J. Cook, Anthony N. Burkitt, David B. Grayden

No-reference stereoscopic image quality assessment based on binocular collaboration
Hanling Wang, Xiao Ke, Wenzhong Guo, Wukun Zheng

Finding core labels for maximizing generalization of graph neural networks
Sichao Fu, Xueqi Ma, Yibing Zhan, Fanyu You, ... Danilo Mandic

Adaptive ambiguity-aware weighting for multi-label recognition with limited annotations
Daniel Shrewsbury, Suneung Kim, Seong-Whan Lee

GazeForensics: DeepFake detection via gaze-guided spatial inconsistency learning
Qinlin He, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao

The combined Lyapunov functionals method for stability analysis of neutral Cohen-Grossberg neural networks with multiple delays
Ozlem Faydasicok, Sabri Arik

Universal approximation theorem for vector- and hypercomplex-valued neural networks
Marcos Eduardo Valle, Wington L. Vital, Guilherme Vieira

Multiview learning with twin parametric margin SVM
A. Quadir, M. Tanveer

Face Omron Ring: Proactive defense against face forgery with identity awareness
Yunshu Dai, Jianwei Fei, Fangjun Huang, Zhihua Xia

Attention-based stackable graph convolutional network for multi-view learning
Zhiyong Xu, Weibin Chen, Ying Zou, Zihan Fang, Shiping Wang

Reconstruct incomplete relation for incomplete modality brain tumor segmentation
Jiawei Su, Zhiming Luo, Chengji Wang, Sheng Lian, ... Shaozi Li

DiagSWin: A multi-scale vision transformer with diagonal-shaped windows for object detection and segmentation
Ke Li, Di Wang, Gang Liu, Wenxuan Zhu, ... Quan Wang

The Artificial Neural Twin - Process optimization and continual learning in distributed process chains
Johannes Emmert, Ronald Mendez, Houman Mirzaalian Dastjerdi, Christopher Syben, Andreas Maier

Aperiodic intermittent dynamic event-triggered synchronization control for stochastic delayed multi-links complex networks
Yanfeng Zhao, Lixia Sun, Lili Chen, Zhen Wang

SNN-BERT: Training-efficient Spiking Neural Networks for energy-efficient BERT
Qiaoyi Su, Shijie Mei, Xingrun Xing, Man Yao, ... Guoqi Li

Generalized M-sparse algorithms for constructing fault tolerant RBF networks
Hiu-Tung Wong, Jiajie Mai, Zhenni Wang, Chi-Sing Leung

A new hybrid learning control system for robots based on spiking neural networks
Vahid Azimirad, S. Yaser Khodkam, Amir Bolouri

Learning the feature distribution similarities for online time series anomaly detection
Jin Fan, Yan Ge, Xinyi Zhang, ZheYu Wang, ... Jia Wu

StochCA: A novel approach for exploiting pretrained models with cross-attention
Seungwon Seo, Suho Lee, Sangheum Hwang

PathMLP: Smooth path towards high-order homophily
Jiajun Zhou, Chenxuan Xie, Shengbo Gong, Jiaxu Qian, ... Xiaoniu Yang

Few-shot learning with representative global prototype
Yukun Liu, Daming Shi, Hexiu Lin

Inter-participant transfer learning with attention based domain adversarial training for P300 detection
Shurui Li, Ian Daly, Cuntai Guan, Andrzej Cichocki, Jing Jin

Asynchronous iterative Q-learning based tracking control for nonlinear discrete-time multi-agent systems
Ziwen Shen, Tao Dong, Tingwen Huang

Time-series domain adaptation via sparse associative structure alignment: Learning invariance and variance
Zijian Li, Ruichu Cai, Jiawei Chen, Yuguang Yan, ... Junjian Ye

Harnessing collective structure knowledge in data augmentation for graph neural networks
Rongrong Ma, Guansong Pang, Ling Chen

Complex-valued soft-log threshold reweighting for sparsity of complex-valued convolutional neural networks
Jingwei Jiang, He Huang

Deep dual incomplete multi-view multi-label classification via label semantic-guided contrastive learning
Jinrong Cui, Yazi Xie, Chengliang Liu, Qiong Huang, ... Jie Wen

Cross-domain zero-shot learning for enhanced fault diagnosis in high-voltage circuit breakers
Qiuyu Yang, Yuxiang Liao, Jianxing Li, Jingyi Xie, Jiangjun Ruan

JFDI: Joint Feature Differentiation and Interaction for domain adaptive object detection
Ziteng Qiao, Dianxi Shi, Songchang Jin, Yanyan Shi, ... Chunping Qiu

Knowledge-reinforced explainable next basket recommendation
Ling Huang, Han Zou, Xiao-Dong Huang, Yuefang Gao, ... Chang-Dong Wang

Backdoor attacks on unsupervised graph representation learning
Bingdao Feng, Di Jin, Xiaobao Wang, Fangyu Cheng, Siqi Guo

Addressing unreliable local models in federated learning through unlearning
Muhammad Ameen, Riaz Ullah Khan, Pengfei Wang, Sidra Batool, Masoud Alajmi

DualAttlog: Context aware dual attention networks for log-based anomaly detection
Haitian Yang, Degang Sun, Weiqing Huang

A class-incremental learning approach for learning feature-compatible embeddings
Hongchao An, Jing Yang, Xiuhua Zhang, Xiaoli Ruan, ... Jianjun Hu

Image harmonization with Simple Hybrid CNN-Transformer Network
Guanlin Li, Bin Zhao, Xuelong Li

Relaxed stability criteria of delayed neural networks using delay-parameters-dependent slack matrices
Hong-Bing Zeng, Zong-Jun Zhu, Wei Wang, Xian-Ming Zhang

ECCT: Efficient Contrastive Clustering via Pseudo-Siamese Vision Transformer and Multi-view Augmentation
Xing Wei, Taizhang Hu, Di Wu, Fan Yang, ... Yang Lu

Improved region proposal network for enhanced few-shot object detection
Zeyu Shangguan, Mohammad Rostami

PSD-ELGAN: A pseudo self-distillation based CycleGAN with enhanced local adversarial interaction for single image dehazing
Kangle Wu, Jun Huang, Yong Ma, Fan Fan, Jiayi Ma

Local artifacts amplification for deepfakes augmentation
Chunlei Peng, Feiyang Sun, Decheng Liu, Nannan Wang, Xinbo Gao

Learning clustering-friendly representations via partial information discrimination and cross-level interaction
Hai-Xin Zhang, Dong Huang, Hua-Bao Ling, Weijun Sun, Zihao Wen

Towards a configurable and non-hierarchical search space for NAS
Mathieu Perrin, William Guicquero, Bruno Paille, Gilles Sicard

GlobalSR: Global context network for single image super-resolution via deformable convolution attention and fast Fourier convolution
Qiangpu Chen, Wushao Wen, Jinghui Qin

Bidirectional consistency with temporal-aware for semi-supervised time series classification
Han Liu, Fengbin Zhang, Xunhua Huang, Ruidong Wang, Liang Xi

BGAT-CCRF: A novel end-to-end model for knowledge graph noise correction
Jiangtao Ma, Kunlin Li, Fan Zhang, Yanjun Wang, ... Yaqiong Qiao

State transition learning with limited data for safe control of switched nonlinear systems
Chenchen Fan, Kai-Fung Chu, Xiaomei Wang, Ka-Wai Kwok, Fumiya Iida

Exploring refined dual visual features cross-combination for image captioning
Junbo Hu, Zhixin Li, Qiang Su, Zhenjun Tang, Huifang Ma

Sample selection of adversarial attacks against traffic signs
Yiwen Wang, Yue Wang, Guorui Feng

Bipartite secure synchronization criteria for coupled quaternion-valued neural networks with signed graph
Ning Li, Jinde Cao, Fei Wang

Intermediate-grained kernel elements pruning with structured sparsity
Peng Zhang, Liang Zhao, Cong Tian, Zhenhua Duan

Boosting cross-modal retrieval in remote sensing via a novel unified attention network
Shabnam Choudhury, Devansh Saini, Biplab Banerjee

G^2BFNN: Generalized geodesic basis function neural network
Yang Zhao, Jiayi Xu, Jihong Pei, Xuan Yang

Decoupling visual and identity features for adversarial palm-vein image attack
Jiacheng Yang, Wai Keung Wong, Lunke Fei, Shuping Zhao, ... Shaohua Teng

Joint weight optimization for partial domain adaptation via kernel statistical distance estimation
Sentao Chen

Object and spatial discrimination makes weakly supervised local feature better
Yifan Yin, Mengxiao Yin, Yunhui Xiong, Pengfei Lai, ... Feng Yang

Learning explainable task-relevant state representation for model-free deep reinforcement learning
Tingting Zhao, Guixi Li, Tuo Zhao, Yarui Chen, ... Masashi Sugiyama

Knowledge graph confidence-aware embedding for recommendation
Chen Huang, Fei Yu, Zhiguo Wan, Fengying Li, ... Yuandi Li

ADP-based fault-tolerant consensus control for multiagent systems with irregular state constraints
Zijie Guo, Qi Zhou, Hongru Ren, Hui Ma, Hongyi Li

GFANC-RL: Reinforcement Learning-based Generative Fixed-filter Active Noise Control
Zhengding Luo, Haozhe Ma, Dongyuan Shi, Woon-Seng Gan

Multi-scale locality preserving projection for partial multi-view incomplete multi-label learning
Jiang Long, Qi Zhang, Xiaohuan Lu, Jie Wen, ... Wulin Xie

Center-enhanced video captioning model with multimodal semantic alignment
Benhui Zhang, Junyu Gao, Yuan Yuan

PROSE: Predicting Multiple Operators and Symbolic Expressions using multimodal transformers
Yuxuan Liu, Zecheng Zhang, Hayden Schaeffer

OS-SSVEP: One-shot SSVEP classification
Yang Deng, Zhiwei Ji, Yijun Wang, S. Kevin Zhou

Multi-scale convolution enhanced transformer for multivariate long-term time series forecasting
Ao Li, Ying Li, Yunyang Xu, Xuemei Li, Caiming Zhang

Deformation depth decoupling network for point cloud domain adaptation
Huang Zhang, Xin Ning, Changshuo Wang, Enhao Ning, Lusi Li

Finite-time cluster synchronization of multi-weighted fractional-order coupled neural networks with and without impulsive effects
Huining Nie, Yu Zhang

Adaptive pessimism via target Q-value for offline reinforcement learning
Jie Liu, Yinmin Zhang, Chuming Li, Yaodong Yang, ... Wanli Ouyang

Multi-task heterogeneous graph learning on electronic health records
Tsai Hor Chan, Guosheng Yin, Kyongtae Bae, Lequan Yu

Stability and passivity analysis of delayed neural networks via an improved matrix-valued polynomial inequality
Guo-Qiang Kong, Liang-Dong Guo

Interplay between depth and width for interpolation in neural ODEs
Antonio Álvarez-López, Arselane Hadj Slimane, Enrique Zuazua

Aperiodically intermittent quantized control-based exponential synchronization of quaternion-valued inertial neural networks
Jingnan Fei, Sijie Ren, Caicai Zheng, Juan Yu, Cheng Hu

Near-optimal deep neural network approximation for Korobov functions with respect to L^p and H^1 norms
Yahong Yang, Yulong Lu

Secure impulsive tracking of multi-agent systems with directed hypergraph topologies against hybrid deception attacks
Zonglin Yang, Guang Ling, Ming-Feng Ge

Sampled-data synchronization for fuzzy inertial cellular neural networks and its application in secure communication
Sasikala Subramaniam, Prakash Mani

Complete synchronization of discrete-time fractional-order BAM neural networks with leakage and discrete delays
Jianfei Liu, Hong-Li Li, Cheng Hu, Haijun Jiang, Jinde Cao

Moving sampling physics-informed neural networks induced by moving mesh PDE
Yu Yang, Qihong Yang, Yangtao Deng, Qiaolin He

Time-optimal open-loop set stabilization of Boolean control networks
Shaoyu Dai, Bowen Li, Jianquan Lu

How adversarial attacks can disrupt seemingly stable accurate classifiers
Oliver J. Sutton, Qinghua Zhou, Ivan Y. Tyukin, Alexander N. Gorban, ... Desmond J. Higham

GEPAF: A non-monotonic generalized activation function in neural network for improving prediction with diverse data distributions characteristics
Khush Attarde, Javed Sayyad

Beyond smoothness: A general optimization framework for graph neural networks with negative Laplacian regularization
Zhengpin Li, Mengzhe Jia, Zheng Wei, Jian Wang

Fixed-time synchronization of delayed multiple inertial neural network with reaction-diffusion terms under cyber-physical attacks using distributed control and its application to multi-image encryption
P. Kowsalya, S. Kathiresan, Ardak Kashkynbayev, R. Rakkiyappan

A surrogate-assisted extended generative adversarial network for parameter optimization in free-form metasurface design
Manna Dai, Yang Jiang, Feng Yang, Joyjit Chattoraj, ... Yong Liu

Generative commonsense knowledge subgraph retrieval for open-domain dialogue response generation
Sixing Wu, Jiong Yu, Jiahao Chen, Wei Zhou

Multi-view scene matching with relation aware feature perception
Bo Sun, Ganchao Liu, Yuan Yuan

Multimodal fusion network for ICU patient outcome prediction
Chutong Wang, Xuebing Yang, Mengxuan Sun, Yifan Gu, ... Wensheng Zhang

Improving classification performance of motor imagery BCI through EEG data augmentation with conditional generative adversarial networks
Sanghyun Choo, Hoonseok Park, Jae-Yoon Jung, Kevin Flores, Chang S. Nam

Deep graph representation learning for influence maximization with accelerated inference
Tanmoy Chowdhury, Chen Ling, Junji Jiang, Junxiang Wang, ... Liang Zhao

Delay learning based on temporal coding in Spiking Neural Networks
Pengfei Sun, Jibin Wu, Malu Zhang, Paul Devos, Dick Botteldooren

A dual-region speech enhancement method based on voiceprint segmentation
Yang Li, Wei-Tao Zhang, Shun-Tian Lou

Enhancing SNN-based spatio-temporal learning: A benchmark dataset and Cross-Modality Attention model
Shibo Zhou, Bo Yang, Mengwen Yuan, Runhao Jiang, ... Huajin Tang

Kolmogorov n-widths for multitask physics-informed machine learning (PIML) methods: Towards robust metrics
Michael Penwarden, Houman Owhadi, Robert M. Kirby

Complementary information mutual learning for multimodality medical image segmentation
Chuyun Shen, Wenhao Li, Haoqing Chen, Xiaoling Wang, ... Bo Jin

A multiscale distributed neural computing model database (NCMD) for neuromorphic architecture
Bo Gong, Jiang Wang, Siyuan Chang, Gang Xue, Xile Wei

Illumination-aware divide-and-conquer network for improperly-exposed image enhancement
Fenggang Han, Kan Chang, Guiqing Li, Mingyang Ling, ... Zan Gao

RBP-DIP: Residual back projection with deep image prior for ill-posed CT reconstruction
Ziyu Shu, Alireza Entezari

Coagulo-Net: Enhancing the mathematical modeling of blood coagulation using physics-informed neural networks
Ying Qian, Ge Zhu, Zhen Zhang, Susree Modepalli, ... He Li

Spectral integrated neural networks (SINNs) for solving forward and inverse dynamic problems
Lin Qiu, Fajie Wang, Wenzhen Qu, Yan Gu, Qing-Hua Qin

Multi-source Selective Graph Domain Adaptation Network for cross-subject EEG emotion recognition
Jing Wang, Xiaojun Ning, Wei Xu, Yunze Li, ... Youfang Lin


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