Connectionists: NEURAL NETWORKS, March 2025

[Wang, Deliang]

Neural Networks - Volume 183, March 2025
https://www.journals.elsevier.com/neural-networks


Cognitive process and information processing model based on deep learning algorithms
DongCai Zhao

Estimating global phase synchronization by quantifying multivariate mutual information and detecting network structure
Zhaohui Li, Yanyu Xing, Xinyan Wang, Yunlu Cai, ... Xi Zhang

BPEN: Brain Posterior Evidential Network for trustworthy brain imaging analysis
Kai Ye, Haoteng Tang, Siyuan Dai, Igor Fortel, ... Alzheimer’s Disease Neuroimaging Initiative and the ADNI Depression
Delayed-feedback oscillators replicate the dynamics of multiplex networks: Wavefront propagation and stochastic resonance
Anna Zakharova, Vladimir V. Semenov

Optimization control for mean square synchronization of stochastic semi-Markov jump neural networks with non-fragile hidden information and actuator saturation
Zou Yang, Jun Wang, Kaibo Shi, Xiao Cai, Sheng Han

Riemannian manifold-based disentangled representation learning for multi-site functional connectivity analysis
Wenyang Li, Mingliang Wang, Mingxia Liu, Qingshan Liu

Tensor dictionary-based heterogeneous transfer learning to study emotion-related gender differences in brain
Lan Yang, Chen Qiao, Takafumi Kanamori, Vince D. Calhoun, ... Yu-Ping Wang

Stabilizing sequence learning in stochastic spiking networks with GABA-Modulated STDP
Marius Vieth, Jochen Triesch

Plane coexistence behaviors for Hopfield neural network with two-memristor-interconnected neurons
Fangyuan Li, Wangsheng Qin, Minqi Xi, Lianfa Bai, Bocheng Bao

Deep graph clustering via aligning representation learning
Zhikui Chen, Lifang Li, Xu Zhang, Han Wang

I^2HGNN: Iterative Interpretable HyperGraph Neural Network for semi-supervised classification
Hongwei Zhang, Saizhuo Wang, Zixin Hu, Yuan Qi, ... Jian Guo

Continual learning in the presence of repetition
Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, Zixuan Zhao, ... Gido M. van de Ven

D4A: An efficient and effective defense across agnostic adversarial attacks
Xianxian Li, Zeming Gan, Yan Bai, Linlin Su, ... Jinyan Wang

Graph Batch Coarsening framework for scalable graph neural networks
Shengzhong Zhang, Yimin Zhang, Bisheng Li, Wenjie Yang, ... Zengfeng Huang

Lie group convolution neural networks with scale-rotation equivariance
Weidong Qiao, Yang Xu, Hui Li

Multi-hop interpretable meta learning for few-shot temporal knowledge graph completion
Luyi Bai, Shuo Han, Lin Zhu

Binarized Simplicial Convolutional Neural Networks
Yi Yan, Ercan Engin Kuruoglu

Two-step graph propagation for incomplete multi-view clustering
Xiao Zhang, Xinyu Pu, Hangjun Che, Cheng Liu, Jun Qin

Event-based adaptive fixed-time optimal control for saturated fault-tolerant nonlinear multiagent systems via reinforcement learning algorithm
Huarong Yue, Jianwei Xia, Jing Zhang, Ju H. Park, Xiangpeng Xie

Illumination-Guided progressive unsupervised domain adaptation for low-light instance segmentation
Yi Zhang, Jichang Guo, Huihui Yue, Sida Zheng, Chonghao Liu

CDCGAN: Class Distribution-aware Conditional GAN-based minority augmentation for imbalanced node classification
Bojia Liu, Conghui Zheng, Fuhui Sun, Xiaoyan Wang, Li Pan

Tensor ring rank determination using odd-dimensional unfolding
Yichun Qiu, Guoxu Zhou, Chao Li, Danilo Mandic, Qibin Zhao

Large Language Model Enhanced Logic Tensor Network for Stance Detection
Genan Dai, Jiayu Liao, Sicheng Zhao, Xianghua Fu, ... Bowen Zhang

Semantic Mask Reconstruction and Category Semantic Learning for few-shot image generation
Ting Xiao, Yunjie Cai, Jiaoyan Guan, Zhe Wang

A novel approach to enhancing biomedical signal recognition via hybrid high-order information bottleneck driven spiking neural networks
Kunlun Wu, Shunzhuo E, Ning Yang, Anguo Zhang, ... Yongduan Song

ST-Tree with interpretability for multivariate time series classification
Mingsen Du, Yanxuan Wei, Yingxia Tang, Xiangwei Zheng, ... Cun Ji

P^2ED: A four-quadrant framework for progressive prompt enhancement in 3D interactive medical imaging segmentation
Ao Chang, Xing Tao, Yuhao Huang, Xin Yang, ... Dong Ni

MNet: A multi-scale network for visible watermark removal
Wenhong Huang, Yunshu Dai, Jianwei Fei, Fangjun Huang

TENet: Targetness entanglement incorporating with multi-scale pooling and mutually-guided fusion for RGB-E object tracking
Pengcheng Shao, Tianyang Xu, Zhangyong Tang, Linze Li, ... Josef Kittler

Hybrid contrastive multi-scenario learning for multi-task sequential-dependence recommendation
Qingqing Yi, Lunwen Wu, Jingjing Tang, Yujian Zeng, Zengchun Song

Improving forward compatibility in class incremental learning by increasing representation rank and feature richness
Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee

Generalized zero-shot learning via discriminative and transferable disentangled representations
Chunyu Zhang, Zhanshan Li

Deep clustering analysis via variational autoencoder with Gamma mixture latent embeddings
Jiaxun Guo, Wentao Fan, Manar Amayri, Nizar Bouguila

Heterogeneous Graph Embedding with Dual Edge Differentiation
Yuhong Chen, Fuhai Chen, Zhihao Wu, Zhaoliang Chen, ... Shiping Wang

Explainable exercise recommendation with knowledge graph
Quanlong Guan, Xinghe Cheng, Fang Xiao, Zhuzhou Li, ... Weiqi Luo

Roughness prediction of asphalt pavement using FGM(1,1—sin) model optimized by swarm intelligence and Markov chain
Zhuoxuan Li, Jinde Cao, Hairuo Shi, Xinli Shi, ... Wei Huang

Low-power and lightweight spiking transformer for EEG-based auditory attention detection
Yawen Lan, Yuchen Wang, Yuping Zhang, Hong Zhu

Counterfactual learning for higher-order relation prediction in heterogeneous information networks
Xuan Guo, Jie Li, Pengfei Jiao, Wang Zhang, ... Wenjun Wang

OperaGAN: A simultaneous transfer network for opera makeup and complex headwear
Yue Ma, Chunjie Xu, Wei Song, Hanyu Liang

FedMEKT: Distillation-based embedding knowledge transfer for multimodal federated learning
Huy Q. Le, Minh N.H. Nguyen, Chu Myaet Thwal, Yu Qiao, ... Choong Seon Hong

Arithmetic abilities of SNP systems with astrocytes producing calcium
Bogdan Aman, Gabriel Ciobanu

Revisiting the problem of learning long-term dependencies in recurrent neural networks
Liam Johnston, Vivak Patel, Yumian Cui, Prasanna Balaprakash

DFA-mode-dependent stability of impulsive switched memristive neural networks under channel-covert aperiodic asynchronous attacks
Xinyi Han, Yongbin Yu, Xiangxiang Wang, Xiao Feng, ... Shouming Zhong

Data-dependent stability analysis of adversarial training
Yihan Wang, Shuang Liu, Xiao-Shan Gao

Generalization analysis of adversarial pairwise learning
Wen Wen, Han Li, Rui Wu, Lingjuan Wu, Hong Chen

An extrapolation-driven network architecture for physics-informed deep learning
Yong Wang, Yanzhong Yao, Zhiming Gao

BIRDNN: Behavior-Imitation Based Repair for Deep Neural Networks
Zhen Liang, Taoran Wu, Changyuan Zhao, Wanwei Liu, ... Wanrong Huang

Strongly concealed adversarial attack against text classification models with limited queries
Yao Cheng, Senlin Luo, Yunwei Wan, Limin Pan, Xinshuai Li

Advancements in exponential synchronization and encryption techniques: Quaternion-Valued Artificial Neural Networks with two-sided coefficients
Chenyang Li, Kit Ian Kou, Yanlin Zhang, Yang Liu

A simple remedy for failure modes in physics informed neural networks
Ghazal Farhani, Nima Hosseini Dashtbayaz, Alexander Kazachek, Boyu Wang

Multi-loss, feature fusion and improved top-two-voting ensemble for facial expression recognition in the wild
Guangyao Zhou, Yuanlun Xie, Yiqin Fu, Zhaokun Wang

An object detection-based model for automated screening of stem-cells senescence during drug screening
Yu Ren, Youyi Song, Mingzhu Li, Liangge He, ... Baiying Lei

Improved fractional-order gradient descent method based on multilayer perceptron
Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye

Intra- and inter-channel deep convolutional neural network with dynamic label smoothing for multichannel biosignal analysis
Peiji Chen, Wenyang Li, Yifan Tang, Shunta Togo, ... Yinlai Jiang

PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow Prediction
Jin Fan, Wenchao Weng, Qikai Chen, Huifeng Wu, Jia Wu

Beyond homophily in spatial–temporal traffic flow forecasting
Yuxin Chen, Jingyi Huo, Fangru Lin, Hui Yan

M4Net: Multi-level multi-patch multi-receptive multi-dimensional attention network for infrared small target detection
Fan Zhang, Huilin Hu, Biyu Zou, Meizu Luo

LCFFNet: A Lightweight Cross-scale Feature Fusion Network for human pose estimation
Xuelian Zou, Xiaojun Bi

DropNaE: Alleviating irregularity for large-scale graph representation learning
Xin Liu, Xunbin Xiong, Mingyu Yan, Runzhen Xue, ... Dongrui Fan

Self-distillation improves self-supervised learning for DNA sequence inference
Tong Yu, Lei Cheng, Ruslan Khalitov, Erland B. Olsson, Zhirong Yang

Delayed knowledge transfer: Cross-modal knowledge transfer from delayed stimulus to EEG for continuous attention detection based on spike-represented EEG signals
Pengfei Sun, Jorg De Winne, Malu Zhang, Paul Devos, Dick Botteldooren


-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://mailman.srv.cs.cmu.edu/pipermail/connectionists/attachments/20250227/386cb6a1/attachment.html>