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ORCIDNeural Networks, Volume 183
Volume 183, 2025
- Liam Johnston
, Vivak Patel, Yumian Cui, Prasanna Balaprakash:
Revisiting the problem of learning long-term dependencies in recurrent neural networks. 106887 - Bogdan Aman, Gabriel Ciobanu:
Arithmetic abilities of SNP systems with astrocytes producing calcium. 106913 - Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, Zixuan Zhao, Fangfang Xia, Marc Masana, Benedikt Tscheschner, Eduardo E. Veas, Yuxiang Zheng, Shiji Zhao, Shao-Yuan Li, Sheng-Jun Huang, Vincenzo Lomonaco, Gido M. van de Ven:
Continual learning in the presence of repetition. 106920 - Zhikui Chen, Lifang Li, Xu Zhang, Han Wang:
Deep graph clustering via aligning representation learning. 106927 - Yi Yan, Ercan Engin Kuruoglu:
Binarized Simplicial Convolutional Neural Networks. 106928 - Hongwei Zhang, Saizhuo Wang, Zixin Hu, Yuan Qi, Zengfeng Huang, Jian Guo:
I2HGNN: Iterative Interpretable HyperGraph Neural Network for semi-supervised classification. 106929 - Xin Liu, Xunbin Xiong, Mingyu Yan, Runzhen Xue, Shirui Pan, Songwen Pei, Lei Deng, Xiaochun Ye, Dongrui Fan:
DropNaE: Alleviating irregularity for large-scale graph representation learning. 106930 - Shengzhong Zhang, Yimin Zhang, Bisheng Li, Wenjie Yang, Min Zhou, Zengfeng Huang:
Graph Batch Coarsening framework for scalable graph neural networks. 106931 - Bojia Liu, Conghui Zheng, Fuhui Sun, Xiaoyan Wang, Li Pan:
CDCGAN: Class Distribution-aware Conditional GAN-based minority augmentation for imbalanced node classification. 106933 - Guangyao Zhou, Yuanlun Xie, Yiqin Fu, Zhaokun Wang:
Multi-loss, feature fusion and improved top-two-voting ensemble for facial expression recognition in the wild. 106937 - Xianxian Li, Zeming Gan, Yan Bai, Linlin Su, De Li, Jinyan Wang:
D4A: An efficient and effective defense across agnostic adversarial attacks. 106938 - Anna Zakharova, Vladimir V. Semenov:
Delayed-feedback oscillators replicate the dynamics of multiplex networks: Wavefront propagation and stochastic resonance. 106939 - Yu Ren, Youyi Song, Mingzhu Li, Liangge He, Chunlun Xiao, Peng Yang, Yongtao Zhang, Cheng Zhao, Tianfu Wang, Guangqian Zhou, Baiying Lei:
An object detection-based model for automated screening of stem-cells senescence during drug screening. 106940 - Jin Fan, Wenchao Weng, Qikai Chen, Huifeng Wu, Jia Wu:
PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow Prediction. 106941 - Zou Yang, Jun Wang, Kaibo Shi, Xiao Cai, Sheng Han:
Optimization control for mean square synchronization of stochastic semi-Markov jump neural networks with non-fragile hidden information and actuator saturation. 106942 - Kai Ye, Haoteng Tang, Siyuan Dai, Igor Fortel, Paul M. Thompson, Scott Mackin, Alex D. Leow, Heng Huang, Liang Zhan:
BPEN: Brain Posterior Evidential Network for trustworthy brain imaging analysis. 106943 - Xiao Zhang, Xinyu Pu, Hangjun Che, Cheng Liu, Jun Qin:
Two-step graph propagation for incomplete multi-view clustering. 106944 - Wenyang Li, Mingliang Wang, Mingxia Liu, Qingshan Liu:
Riemannian manifold-based disentangled representation learning for multi-site functional connectivity analysis. 106945 - Ting Xiao, Yunjie Cai, Jiaoyan Guan, Zhe Wang:
Semantic Mask Reconstruction and Category Semantic Learning for few-shot image generation. 106946 - Yichun Qiu, Guoxu Zhou, Chao Li, Danilo P. Mandic, Qibin Zhao:
Tensor ring rank determination using odd-dimensional unfolding. 106947 - Pengcheng Shao, Tianyang Xu, Zhangyong Tang, Linze Li, Xiao-Jun Wu, Josef Kittler:
TENet: Targetness entanglement incorporating with multi-scale pooling and mutually-guided fusion for RGB-E object tracking. 106948 - Zhen Liang, Taoran Wu, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Ji Wang, Wanrong Huang:
BIRDNN: Behavior-Imitation Based Repair for Deep Neural Networks. 106949 - Yuxin Chen, Jingyi Huo, Fangru Lin, Hui Yan:
Beyond homophily in spatial-temporal traffic flow forecasting. 106950 - Mingsen Du, Yanxuan Wei, Yingxia Tang, Xiangwei Zheng, Shoushui Wei, Cun Ji:
ST-Tree with interpretability for multivariate time series classification. 106951 - Huarong Yue, Jianwei Xia, Jing Zhang, Ju H. Park, Xiangpeng Xie:
Event-based adaptive fixed-time optimal control for saturated fault-tolerant nonlinear multiagent systems via reinforcement learning algorithm. 106952 - Qingqing Yi, Lunwen Wu, Jingjing Tang, Yujian Zeng, Zengchun Song:
Hybrid contrastive multi-scenario learning for multi-task sequential-dependence recommendation. 106953 - Quanlong Guan, Xinghe Cheng, Fang Xiao, Zhuzhou Li, Chaobo He, Liangda Fang, Guanliang Chen, Zhiguo Gong, Weiqi Luo:
Explainable exercise recommendation with knowledge graph. 106954 - Wen Wen, Han Li, Rui Wu, Lingjuan Wu, Hong Chen:
Generalization analysis of adversarial pairwise learning. 106955 - Genan Dai, Jiayu Liao, Sicheng Zhao, Xianghua Fu, Xiaojiang Peng, Hu Huang, Bowen Zhang:
Large Language Model Enhanced Logic Tensor Network for Stance Detection. 106956 - Yi Zhang, Jichang Guo, Huihui Yue, Sida Zheng, Chonghao Liu:
Illumination-Guided progressive unsupervised domain adaptation for low-light instance segmentation. 106958 - Xuelian Zou, Xiaojun Bi:
LCFFNet: A Lightweight Cross-scale Feature Fusion Network for human pose estimation. 106959 - Peiji Chen, Wenyang Li, Yifan Tang, Shunta Togo, Hiroshi Yokoi, Yinlai Jiang:
Intra- and inter-channel deep convolutional neural network with dynamic label smoothing for multichannel biosignal analysis. 106960 - Wenhong Huang, Yunshu Dai, Jianwei Fei, Fangjun Huang:
MNet: A multi-scale network for visible watermark removal. 106961 - Xinyi Han, Yongbin Yu, Xiangxiang Wang, Xiao Feng, Jingya Wang, Jingye Cai, Kaibo Shi, Shouming Zhong:
DFA-mode-dependent stability of impulsive switched memristive neural networks under channel-covert aperiodic asynchronous attacks. 106962 - Ghazal Farhani, Nima Hosseini Dashtbayaz, Alexander Kazachek, Boyu Wang:
A simple remedy for failure modes in physics informed neural networks. 106963 - Chunyu Zhang, Zhanshan Li:
Generalized zero-shot learning via discriminative and transferable disentangled representations. 106964 - Yuhong Chen, Fuhai Chen, Zhihao Wu, Zhaoliang Chen, Zhiling Cai, Yanchao Tan, Shiping Wang:
Heterogeneous Graph Embedding with Dual Edge Differentiation. 106965 - Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee:
Improving forward compatibility in class incremental learning by increasing representation rank and feature richness. 106969 - Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye:
Improved fractional-order gradient descent method based on multilayer perceptron. 106970 - Yao Cheng, Senlin Luo, Yunwei Wan, Limin Pan, Xinshuai Li:
Strongly concealed adversarial attack against text classification models with limited queries. 106971 - Ao Chang, Xing Tao, Yuhao Huang, Xin Yang, Jiajun Zeng, Xinrui Zhou, Ruobing Huang, Dong Ni:
P2ED: A four-quadrant framework for progressive prompt enhancement in 3D interactive medical imaging segmentation. 106973 - Lan Yang, Chen Qiao, Takafumi Kanamori, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang:
Tensor dictionary-based heterogeneous transfer learning to study emotion-related gender differences in brain. 106974 - Kunlun Wu, Shunzhuo E, Ning Yang, Anguo Zhang, Xiaorong Yan, Chaoxu Mu, Yongduan Song:
A novel approach to enhancing biomedical signal recognition via hybrid high-order information bottleneck driven spiking neural networks. 106976 - Yawen Lan, Yuchen Wang, Yuping Zhang, Hong Zhu:
Low-power and lightweight spiking transformer for EEG-based auditory attention detection. 106977 - Tong Yu, Lei Cheng, Ruslan Khalitov, Erland Brandser Olsson, Zhirong Yang:
Self-distillation improves self-supervised learning for DNA sequence inference. 106978 - Jiaxun Guo, Wentao Fan, Manar Amayri, Nizar Bouguila:
Deep clustering analysis via variational autoencoder with Gamma mixture latent embeddings. 106979 - Weidong Qiao, Yang Xu, Hui Li:
Lie group convolution neural networks with scale-rotation equivariance. 106980 - Luyi Bai, Shuo Han, Lin Zhu:
Multi-hop interpretable meta learning for few-shot temporal knowledge graph completion. 106981 - Chenyang Li, Kit Ian Kou, Yanlin Zhang, Yang Liu:
Advancements in exponential synchronization and encryption techniques: Quaternion-Valued Artificial Neural Networks with two-sided coefficients. 106982 - Yihan Wang, Shuang Liu, Xiao-Shan Gao:
Data-dependent stability analysis of adversarial training. 106983 - Zhaohui Li, Yanyu Xing, Xinyan Wang, Yunlu Cai, Xiaoxia Zhou, Xi Zhang:
Estimating global phase synchronization by quantifying multivariate mutual information and detecting network structure. 106984 - Marius N. Vieth, Jochen Triesch:
Stabilizing sequence learning in stochastic spiking networks with GABA-Modulated STDP. 106985 - Yong Wang, Yanzhong Yao, Zhiming Gao:
An extrapolation-driven network architecture for physics-informed deep learning. 106998 - Dongcai Zhao:
Cognitive process and information processing model based on deep learning algorithms. 106999 - Zhuoxuan Li, Jinde Cao, Hairuo Shi, Xinli Shi, Tao Ma, Wei Huang:
Roughness prediction of asphalt pavement using FGM(1,1 - sin) model optimized by swarm intelligence and Markov chain. 107000 - Pengfei Sun, Jorg De Winne, Malu Zhang, Paul Devos, Dick Botteldooren:
Delayed knowledge transfer: Cross-modal knowledge transfer from delayed stimulus to EEG for continuous attention detection based on spike-represented EEG signals. 107003 - Yue Ma, Chunjie Xu, Wei Song, Hanyu Liang:
OperaGAN: A simultaneous transfer network for opera makeup and complex headwear. 107015 - Huy Q. Le, Minh N. H. Nguyen, Chu Myaet Thwal, Yu Qiao, Chaoning Zhang, Choong Seon Hong:
FedMEKT: Distillation-based embedding knowledge transfer for multimodal federated learning. 107017 - Xuan Guo, Jie Li, Pengfei Jiao, Wang Zhang, Tianpeng Li, Wenjun Wang:
Counterfactual learning for higher-order relation prediction in heterogeneous information networks. 107024 - Fan Zhang, Huilin Hu, Biyu Zou, Meizu Luo:
M4Net: Multi-level multi-patch multi-receptive multi-dimensional attention network for infrared small target detection. 107026 - Fangyuan Li, Wangsheng Qin, Minqi Xi, Lianfa Bai, Bocheng Bao:
Plane coexistence behaviors for Hopfield neural network with two-memristor-interconnected neurons. 107049
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