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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 170, February 2024<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><a href="https://www.journals.elsevier.com/neural-networks">https://www.journals.elsevier.com/neural-networks</a><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">BrainGridNet: A two-branch depthwise CNN for decoding EEG-based multi-class motor imagery<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xingfu Wang, Yu Wang, Wenxia Qi, Delin Kong, Wei Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Classification of DBS microelectrode recordings using a residual neural network with attention in the temporal domain<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">K.A. Ciecierski, T. Mandat<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A recurrent Hopfield network for estimating meso-scale effective connectivity in MEG<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Giorgio Gosti, Edoardo Milanetti, Viola Folli, Francesco de Pasquale, ... Stefania Della Penna<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Naoko Koide-Majima, Shinji Nishimoto, Kei Majima<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">AdjointBackMapV2: Precise reconstruction of arbitrary CNN unit’s activation via adjoint operators<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qing Wan, Siu Wun Cheung, Yoonsuck Choe<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Alexander Wikner, Joseph Harvey, Michelle Girvan, Brian R. Hunt, ... Edward Ott<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">LFighter: Defending against the label-flipping attack in federated learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">MCNet: A multi-level context-aware network for the segmentation of adrenal gland in CT images<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jinhao Li, Huying Li, Yuan Zhang, Zhiqiang Wang, ... Xieping Gao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Teacher–student complementary sample contrastive distillation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhiqiang Bao, Zhenhua Huang, Jianping Gou, Lan Du, ... Yunwen Chen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guobin Shen, Dongcheng Zhao, Yi Zeng<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Unsupervised image enhancement under non-uniform illumination based on paired CNNs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Feng Lin, Huaqing Zhang, Jian Wang, Jun Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Grounding spatial relations in text-only language models<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Gorka Azkune, Ander Salaberria, Eneko Agirre<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A versatile Wavelet-Enhanced CNN-Transformer for improved fluorescence microscopy image restoration<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qinghua Wang, Ziwei Li, Shuqi Zhang, Nan Chi, Qionghai Dai<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Human–Object Interaction detection via Global Context and Pairwise-level Fusion Features Integration<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Haozhong Wang, Hua Yu, Qiang Zhang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Multi-Adaptive Optimization for multi-task learning with deep neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xinyu Fu, Irwin King<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Powerful-IoU: More straightforward and faster bounding box regression loss with a nonmonotonic focusing mechanism<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Can Liu, Kaige Wang, Qing Li, Fazhan Zhao, ... Hongtu Ma<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">CT-Net: Asymmetric compound branch Transformer for medical image segmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ning Zhang, Long Yu, Dezhi Zhang, Weidong Wu, ... Min Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A start–stop points CenterNet for wideband signals detection and time–frequency localization in spectrum sensing<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Teng Cheng, Lei Sun, Junning Zhang, Jinling Wang, Zhanyang Wei<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hierarchical attention network with progressive feature fusion for facial expression recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Huanjie Tao, Qianyue Duan<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Star algorithm for neural network ensembling<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sergey Zinchenko, Dmitrii Lishudi<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Theoretical limits on the speed of learning inverse models explain the rate of adaptation in arm reaching tasks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Victor R. Barradas, Yasuharu Koike, Nicolas Schweighofer<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Boundary uncertainty aware network for automated polyp segmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guanghui Yue, Guibin Zhuo, Weiqing Yan, Tianwei Zhou, ... Tianfu Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Learning deep representation and discriminative features for clustering of multi-layer networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenming Wu, Xiaoke Ma, Quan Wang, Maoguo Gong, Quanxue Gao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Boosting semi-supervised learning with Contrastive Complementary Labeling<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qinyi Deng, Yong Guo, Zhibang Yang, Haolin Pan, Jian Chen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Graph embedding-based heterogeneous domain adaptation with domain-invariant feature learning and distributional order preserving<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenxu Wang, Zhenbo Li, Weiran Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Feature-wise scaling and shifting: Improving the generalization capability of neural networks through capturing independent information of features<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tongfeng Sun, Xiurui Wang, Zhongnian Li, Shifei Ding<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Combining external-latent attention for medical image segmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Enmin Song, Bangcheng Zhan, Hong Liu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A filter-augmented auto-encoder with learnable normalization for robust multivariate time series anomaly detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiahao Yu, Xin Gao, Baofeng Li, Feng Zhai, ... Chun Xiao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">UTDNet: A unified triplet decoder network for multimodal salient object detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fushuo Huo, Ziming Liu, Jingcai Guo, Wenchao Xu, Song Guo<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">SVD-AE: An asymmetric autoencoder with SVD regularization for multivariate time series anomaly detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yueyue Yao, Jianghong Ma, Shanshan Feng, Yunming Ye<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chenxin Xu, Yuxi Wei, Bohan Tang, Sheng Yin, ... Yanfeng Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dynamic learning from adaptive neural control for full-state constrained strict-feedback nonlinear systems<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qinchen Yang, Fukai Zhang, Qinghua Sun, Cong Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">An off-policy multi-agent stochastic policy gradient algorithm for cooperative continuous control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Delin Guo, Lan Tang, Xinggan Zhang, Ying-chang Liang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">CVANet: Cascaded visual attention network for single image super-resolution<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Weidong Zhang, Wenyi Zhao, Jia Li, Peixian Zhuang, ... Chongyi Li<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chu Myaet Thwal, Minh N.H. Nguyen, Ye Lin Tun, Seong Tae Kim, ... Choong Seon Hong<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Event-triggered impulsive cluster synchronization of coupled reaction–diffusion neural networks and its application to image encryption<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Minghao Hui, Xiaoyang Liu, Song Zhu, Jinde Cao<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mean square exponential stabilization analysis of stochastic neural networks with saturated impulsive input<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hao Deng, Chuandong Li, Fei Chang, Yinuo Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Markov chain stochastic DCA and applications in deep learning with PDEs regularization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hoang Phuc Hau Luu, Hoai Minh Le, Hoai An Le Thi<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A novel fixed-time error-monitoring neural network for solving dynamic quaternion-valued Sylvester equations<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lin Xiao, Penglin Cao, Zidong Wang, Sai Liu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sampled-data controller scheme for multi-agent systems and its Application to circuit network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A. Stephen, R. Karthikeyan, C. Sowmiya, R. Raja, Ravi P. Agarwal<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">A comparative analysis of multi-biometrics performance in human and action recognition using silhouette thermal-face and skeletal data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Onur Can Kurban, Tülay Yildirim<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Genetic high-gain controller to improve the position perturbation attenuation and compact high-gain controller to improve the velocity perturbation attenuation in inverted pendulums<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">José de Jesús Rubio, Mario Alberto Hernandez, Francisco Javier Rosas, Eduardo Orozco, ... Jaime Pacheco<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">SLAPP: Subgraph-level attention-based performance prediction for deep learning models<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhenyi Wang, Pengfei Yang, Linwei Hu, Bowen Zhang, ... Quan Wang<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">LDCNet: Lightweight dynamic convolution network for laparoscopic procedures image segmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yiyang Yin, Shuangling Luo, Jun Zhou, Liang Kang, Calvin Yu-Chian Chen<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">IoUformer: Pseudo-IoU prediction with transformer for visual tracking<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Huayue Cai, Long Lan, Jing Zhang, Xiang Zhang, ... Zhigang Luo<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Foreground segmentation network using transposed convolutional neural networks and up sampling for multiscale feature encoding<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Vishruth B. Gowda, M.T. Gopalakrishna, J. Megha, Shilpa Mohankumar<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Deep Kernel Principal Component Analysis for multi-level feature learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Francesco Tonin, Qinghua Tao, Panagiotis Patrinos, Johan A.K. Suykens<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
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