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Neural Networks, Volume 180
Volume 180, 2024
- Guan'an Wang, Xiaowen Huang, Yang Yang, Prayag Tiwari
, Jian Zhang:
Euclidean-Distance-Preserved Feature Reduction for efficient person re-identification. 106572 - Jie Liu, Yinmin Zhang
Adaptive pessimism via target Q-value for offline reinforcement learning. 106588 - Dmitrii Zendrikov
The vitals for steady nucleation maps of spontaneous spiking coherence in autonomous two-dimensional neuronal networks. 106589 - Abdul Quadir
Multiview learning with twin parametric margin SVM. 106598 - Yukun Liu
Few-shot learning with representative global prototype. 106600 - Huang Zhang, Xin Ning
Deformation depth decoupling network for point cloud domain adaptation. 106626 - Qiaoyi Su, Shijie Mei
SNN-BERT: Training-efficient Spiking Neural Networks for energy-efficient BERT. 106630 - Marcos Eduardo Valle
Universal approximation theorem for vector- and hypercomplex-valued neural networks. 106632 - Hiu-Tung Wong, Jiajie Mai
Generalized M-sparse algorithms for constructing fault tolerant RBF networks. 106633 - Xuran Hu
Manifold-based Shapley explanations for high dimensional correlated features. 106634 - Sichao Fu
Finding core labels for maximizing generalization of graph neural networks. 106635 - Qinlin He, Chunlei Peng
GazeForensics: DeepFake detection via gaze-guided spatial inconsistency learning. 106636 - Guoquan Kong, Liang-Dong Guo:
Stability and passivity analysis of delayed neural networks via an improved matrix-valued polynomial inequality. 106637 - Jin Fan
Learning the feature distribution similarities for online time series anomaly detection. 106638 - Yunshu Dai
Face Omron Ring: Proactive defense against face forgery with identity awareness. 106639 - Antonio Álvarez-López
Interplay between depth and width for interpolation in neural ODEs. 106640 - Ozlem Faydasicok
The combined Lyapunov functionals method for stability analysis of neutral Cohen-Grossberg neural networks with multiple delays. 106641 - Daniel Shrewsbury, Suneung Kim, Seong-Whan Lee
Adaptive ambiguity-aware weighting for multi-label recognition with limited annotations. 106642 - Lina Qiu
SFT-SGAT: A semi-supervised fine-tuning self-supervised graph attention network for emotion recognition and consciousness detection. 106643 - Tsai Hor Chan
Multi-task heterogeneous graph learning on electronic health records. 106644 - Huining Nie, Yu Zhang
Finite-time cluster synchronization of multi-weighted fractional-order coupled neural networks with and without impulsive effects. 106646 - Johannes Emmert
The Artificial Neural Twin - Process optimization and continual learning in distributed process chains. 106647 - Zhiyong Xu
Attention-based stackable graph convolutional network for multi-view learning. 106648 - Tanmoy Chowdhury
Deep graph representation learning influence maximization with accelerated inference. 106649 - Jiajun Zhou
PathMLP: Smooth path towards high-order homophily. 106650 - Rongrong Ma
Harnessing collective structure knowledge in data augmentation for graph neural networks. 106651 - Ke Li
DiagSWin: A multi-scale vision transformer with diagonal-shaped windows for object detection and segmentation. 106653 - Manna Dai
A surrogate-assisted extended generative adversarial network for parameter optimization in free-form metasurface design. 106654 - Shurui Li
Inter-participant transfer learning with attention based domain adversarial training for P300 detection. 106655 - Vahid Azimirad
A new hybrid learning control system for robots based on spiking neural networks. 106656 - Jiawei Su
Reconstruct incomplete relation for incomplete modality brain tumor segmentation. 106657 - Yanfeng Zhao, Lixia Sun, Lili Chen
Aperiodic intermittent dynamic event-triggered synchronization control for stochastic delayed multi-links complex networks. 106658 - Zijian Li, Ruichu Cai
Time-series domain adaptation via sparse associative structure alignment: Learning invariance and variance. 106659 - Chaojun Zhang
Learning functional brain networks with heterogeneous connectivities for brain disease identification. 106660 - Bo Sun, Ganchao Liu, Yuan Yuan:
Multi-view scene matching with relation aware feature perception. 106662 - Seungwon Seo, Suho Lee, Sangheum Hwang
StochCA: A novel approach for exploiting pretrained models with cross-attention. 106663 - Jingwei Jiang
Complex-valued soft-log threshold reweighting for sparsity of complex-valued convolutional neural networks. 106664 - Sanghyun Choo
Improving classification performance of motor imagery BCI through EEG data augmentation with conditional generative adversarial networks. 106665 - Sixing Wu
Generative commonsense knowledge subgraph retrieval for open-domain dialogue response generation. 106666 - Ziwen Shen
Asynchronous iterative Q-learning based tracking control for nonlinear discrete-time multi-agent systems. 106667 - Bingdao Feng, Di Jin, Xiaobao Wang, Fangyu Cheng, Siqi Guo
Backdoor attacks on unsupervised graph representation learning. 106668 - Jingnan Fei, Sijie Ren, Caicai Zheng, Juan Yu, Cheng Hu:
Aperiodically intermittent quantized control-based exponential synchronization of quaternion-valued inertial neural networks. 106669 - Sasikala Subramaniam
Sampled-data synchronization for fuzzy inertial cellular neural networks and its application in secure communication. 106671 - Chutong Wang
Multimodal fusion network for ICU patient outcome prediction. 106672 - Guanlin Li
Image harmonization with Simple Hybrid CNN-Transformer Network. 106673 - Jinrong Cui, Yazi Xie, Chengliang Liu
Deep dual incomplete multi-view multi-label classification via label semantic-guided contrastive learning. 106674 - Ling Huang
Knowledge-reinforced explainable next basket recommendation. 106675 - Hong-Bing Zeng
Relaxed stability criteria of delayed neural networks using delay-parameters-dependent slack matrices. 106676 - Shibo Zhou
Enhancing SNN-based spatio-temporal learning: A benchmark dataset and Cross-Modality Attention model. 106677 - Pengfei Sun, Jibin Wu, Malu Zhang
Delay learning based on temporal coding in Spiking Neural Networks. 106678 - Haitian Yang, Degang Sun, Weiqing Huang:
DualAttlog: Context aware dual attention networks for log-based anomaly detection. 106680 - Qiuyu Yang
Cross-domain zero-shot learning for enhanced fault diagnosis in high-voltage circuit breakers. 106681 - Ziteng Qiao
JFDI: Joint Feature Differentiation and Interaction for domain adaptive object detection. 106682 - Yang Li
A dual-region speech enhancement method based on voiceprint segmentation. 106683 - Xing Wei, Taizhang Hu
ECCT: Efficient Contrastive Clustering via Pseudo-Siamese Vision Transformer and Multi-view Augmentation. 106684 - Hongchao An, Jing Yang
A class-incremental learning approach for learning feature-compatible embeddings. 106685 - Qiangpu Chen
GlobalSR: Global context network for single image super-resolution via deformable convolution attention and fast Fourier convolution. 106686 - Muhammad Ameen
Addressing unreliable local models in federated learning through unlearning. 106688 - Kangle Wu
PSD-ELGAN: A pseudo self-distillation based CycleGAN with enhanced local adversarial interaction for single image dehazing. 106689 - Zonglin Yang
Secure impulsive tracking of multi-agent systems with directed hypergraph topologies against hybrid deception attacks. 106691 - Chunlei Peng, Feiyang Sun, Decheng Liu
Local artifacts amplification for deepfakes augmentation. 106692 - Hai-Xin Zhang
Learning clustering-friendly representations via partial information discrimination and cross-level interaction. 106696 - Zeyu Shangguan
Improved region proposal network for enhanced few-shot object detection. 106699 - Yahong Yang
Near-optimal deep neural network approximation for Korobov functions with respect to Lp and H1 norms. 106702 - Jianfei Liu, Hong-Li Li
Complete synchronization of discrete-time fractional-order BAM neural networks with leakage and discrete delays. 106705 - Han Liu
Bidirectional consistency with temporal-aware for semi-supervised time series classification. 106709 - Chen Huang
Knowledge graph confidence-aware embedding for recommendation. 106601 - Chuyun Shen
Complementary information mutual learning for multimodality medical image segmentation. 106670 - Zhengding Luo
GFANC-RL: Reinforcement Learning-based Generative Fixed-filter Active Noise Control. 106687 - Jiacheng Yang, Wai Keung Wong, Lunke Fei, Shuping Zhao
Decoupling visual and identity features for adversarial palm-vein image attack. 106693 - Shaoyu Dai, Bowen Li, Jianquan Lu
Time-optimal open-loop set stabilization of Boolean control networks. 106694 - Chenchen Fan
State transition learning with limited data for safe control of switched nonlinear systems. 106695 - Yifan Yin
Object and spatial discrimination makes weakly supervised local feature better. 106697 - Yiwen Wang, Yue Wang, Guorui Feng:
Sample selection of adversarial attacks against traffic signs. 106698 - Mathieu Perrin
Towards a configurable and non-hierarchical search space for NAS. 106700 - Yang Zhao
G2BFNN: Generalized geodesic basis function neural network. 106701 - Michael Penwarden
Kolmogorov n-widths for multitask physics-informed machine learning (PIML) methods: Towards robust metrics. 106703 - Zhengpin Li, Mengzhe Jia
Beyond smoothness: A general optimization framework for graph neural networks with negative Laplacian regularization. 106704 - Yu Yang
Moving sampling physics-informed neural networks induced by moving mesh PDE. 106706 - Yuxuan Liu
PROSE: Predicting Multiple Operators and Symbolic Expressions using multimodal transformers. 106707 - Peng Zhang, Liang Zhao, Cong Tian, Zhenhua Duan:
Intermediate-grained kernel elements pruning with structured sparsity. 106708 - Junbo Hu, Zhixin Li
Exploring refined dual visual features cross-combination for image captioning. 106710 - Oliver J. Sutton
How adversarial attacks can disrupt seemingly stable accurate classifiers. 106711 - Shiqin Ou
Multistability and fixed-time multisynchronization of switched neural networks with state-dependent switching rules. 106713 - Michele Farisco
Is artificial consciousness achievable? Lessons from the human brain. 106714 - Jiangtao Ma
BGAT-CCRF: A novel end-to-end model for knowledge graph noise correction. 106715 - Ning Li, Jinde Cao, Fei Wang:
Bipartite secure synchronization criteria for coupled quaternion-valued neural networks with signed graph. 106717 - Shabnam Choudhury
Boosting cross-modal retrieval in remote sensing via a novel unified attention network. 106718 - Bo Gong
A multiscale distributed neural computing model database (NCMD) for neuromorphic architecture. 106727 - Xihong Yu
Deep brain stimulation and lag synchronization in a memristive two-neuron network. 106728 - Jamie A. O'Reilly
Localized estimation of event-related neural source activity from simultaneous MEG-EEG with a recurrent neural network. 106731 - Ying Qian, Ge Zhu, Zhen Zhang
Coagulo-Net: Enhancing the mathematical modeling of blood coagulation using physics-informed neural networks. 106732 - Fenggang Han, Kan Chang
Illumination-aware divide-and-conquer network for improperly-exposed image enhancement. 106733 - Yang Deng
OS-SSVEP: One-shot SSVEP classification. 106734 - Zijie Guo, Qi Zhou, Hongru Ren
ADP-based fault-tolerant consensus control for multiagent systems with irregular state constraints. 106737 - Khush Attarde
GEPAF: A non-monotonic generalized activation function in neural network for improving prediction with diverse data distributions characteristics. 106738 - Sentao Chen
Joint weight optimization for partial domain adaptation via kernel statistical distance estimation. 106739 - Ziyu Shu
RBP-DIP: Residual back projection with deep image prior for ill-posed CT reconstruction. 106740 - Tingting Zhao, Guixi Li, Tuo Zhao, Yarui Chen
Learning explainable task-relevant state representation for model-free deep reinforcement learning. 106741 - Jing Wang
Multi-source Selective Graph Domain Adaptation Network for cross-subject EEG emotion recognition. 106742 - P. Kowsalya, S. Kathiresan, Ardak Kashkynbayev
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. 106743 - Benhui Zhang, Junyu Gao, Yuan Yuan:
Center-enhanced video captioning model with multimodal semantic alignment. 106744 - Ao Li
Multi-scale convolution enhanced transformer for multivariate long-term time series forecasting. 106745 - Parvin Zarei Eskikand
Neural dynamics and seizure correlations: Insights from neural mass models in a Tetanus Toxin rat model of epilepsy. 106746 - Jiang Long, Qi Zhang, Xiaohuan Lu, Jie Wen
Multi-scale locality preserving projection for partial multi-view incomplete multi-label learning. 106748 - Yinggan Tang
DMGNet: Depth mask guiding network for RGB-D salient object detection. 106751 - Hanling Wang, Xiao Ke, Wenzhong Guo, Wukun Zheng
No-reference stereoscopic image quality assessment based on binocular collaboration. 106752 - Lin Qiu, Fajie Wang, Wenzhen Qu, Yan Gu, Qing-Hua Qin:
Spectral integrated neural networks (SINNs) for solving forward and inverse dynamic problems. 106756
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