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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 186, June 2025<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">Spiking neural networks on FPGA: A survey of methodologies and recent advancements<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mehrzad Karamimanesh, Ebrahim Abiri, Mahyar Shahsavari, Kourosh Hassanli, ... Jason Eshraghian<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">Break Adhesion: Triple adaptive-parsing for weakly supervised instance segmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jingting Xu, Rui Cao, Peng Luo, Dejun Mu<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 systematic analysis of the joint effects of ganglion cells, lagged LGN cells, and intercortical inhibition on spatiotemporal processing and direction selectivity<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">René Larisch, Fred H. Hamker<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">Neural-network-based accelerated safe Q-learning for optimal control of discrete-time nonlinear systems with state constraints<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mingming Zhao, Ding Wang, Junfei Qiao<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">Span-aware pre-trained network with deep information bottleneck for scientific entity relation extraction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Youwei Wang, Peisong Cao, Haichuan Fang, Yangdong 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">Hierarchical task network-enhanced multi-agent reinforcement learning: Toward efficient cooperative strategies<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xuechen Mu, Hankz Hankui Zhuo, Chen Chen, Kai Zhang, ... Jianye Hao<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">Constraining an Unconstrained Multi-agent Policy with offline data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cong Guan, Tao Jiang, Yi-Chen Li, Zongzhang Zhang, ... Yang Yu<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">Daydreaming Hopfield Networks and their surprising effectiveness on correlated data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ludovica Serricchio, Dario Bocchi, Claudio Chilin, Raffaele Marino, ... Federico Ricci-Tersenghi<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">HFFTrack: Transformer tracking via hybrid frequency features<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sugang Ma, Zhen Wan, Licheng Zhang, Bin Hu, ... Xiangmo Zhao<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 temporal regularized spatial-aware deep correlation filter tracking via adaptive channel selection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sathiyamoorthi Arthanari, Dinesh Elayaperumal, Young Hoon Joo<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">Attention-augmented multi-domain cooperative graph representation learning for molecular interaction prediction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhaowei Wang, Jun Meng, Haibin Li, Qiguo Dai, ... Yushi Luan<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">Don’t fear peculiar activation functions: EUAF and beyond<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qianchao Wang, Shijun Zhang, Dong Zeng, Zhaoheng Xie, ... Feng-Lei Fan<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">Open-world semi-supervised relation extraction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Diange Zhou, Yilin Duan, Shengwen Li, Hong Yao<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 graph-based bilateral recurrent imputation network for multivariate time series<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaochen Lai, Zheng Zhang, Liyong Zhang, Wei Lu, ZhuoHan 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">ZS-MNET: A zero-shot learning based approach to multimodal named entity typing<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Baohang Zhou, Ying Zhang, Kehui Song, Xuhui Sui, ... Xiaojie Yuan<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 Multi-objective transfer learning framework for time series forecasting with Concept Echo State Networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yingqin Zhu, Wen Yu, Xiaoou 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">ADFQ-ViT: Activation-Distribution-Friendly post-training Quantization for Vision Transformers<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yanfeng Jiang, Ning Sun, Xueshuo Xie, Fei Yang, Tao 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">CNN-Transformer and Channel-Spatial Attention based network for hyperspectral image classification with few samples<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chuan Fu, Tianyuan Zhou, Tan Guo, Qikui Zhu, ... Bo Du<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">Label as Equilibrium: A performance booster for Graph Neural Networks on node classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yi Luo, Guangchun Luo, Guiduo Duan, Aiguo 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">Self-triggered neural tracking control for discrete-time nonlinear systems via adaptive critic learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lingzhi Hu, Ding Wang, Gongming Wang, Junfei Qiao<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">GeM: Gaussian embeddings with Multi-hop graph transfer for next POI recommendation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenqian Mu, Jiyuan Liu, Yongshun Gong, Ji Zhong, ... Yu Zheng<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">Replica tree-based federated learning using limited data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ramona Ghilea, Islem Rekik<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">Heterogeneous boundary synchronization of time-delayed competitive neural networks with adaptive learning parameter in the space-time discretized frames<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tianwei Zhang, Shaobin Rao, Jianwen Zhou<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">Dual view graph transformer networks for multi-hop knowledge graph reasoning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Congcong Sun, Jianrui Chen, Zhongshi Shao, Junjie Huang<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">Neural transition system abstraction for neural network dynamical system models and its application to Computational Tree Logic verification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yejiang Yang, Tao Wang, Weiming Xiang<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 deep learning model combining 3DCNN-CapsNet and hierarchical attention mechanism for EEG emotion recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Kun Chen, Wenhao Ruan, Quan Liu, Qingsong Ai, Li 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">Inertial primal–dual projection neurodynamic approaches for constrained convex optimization problems and application to sparse recovery<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">You Zhao, Zhihua Allen-Zhao, Lei Wang, Xing He, Qin Mao<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">Neural-network-based practical specified-time resilient formation maneuver control for second-order nonlinear multi-robot systems under FDI attacks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chuanhai Yang, Jingyi Huang, Shuang Wu, Qingshan 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">Distributed multi-timescale algorithm for nonconvex optimization problem: A control perspective<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiasheng Shi, Jian Liu, Changyin Sun<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">Memristor-based circuit design of interweaving mechanism of emotional memory in a hippocamp-brain emotion learning model<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yunlai Zhu, Yongjie Zhao, Junjie Zhang, Xi Sun, ... Yuehua 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">Hybrid multi-modality multi-task learning for forecasting progression trajectories in subjective cognitive decline<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Minhui Yu, Yuqi Fang, Yunbi Liu, Andrea C. Bozoki, ... Mingxia 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">Learning from leading indicators to predict long-term dynamics of hourly electricity generation from multiple resources<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhenghong Wang, Yi Wang, Furong Jia, Kun Liu, ... Yu 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">Advertising or adversarial? AdvSign: Artistic advertising sign camouflage for target physical attacking to object detector<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guangyu Gao, Zhuocheng Lv, Yan Zhang, A.K. Qin<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 strictly predefined-time convergent and anti-noise fractional-order zeroing neural network for solving time-variant quadratic programming in kinematic robot control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yi Yang, Xiao Li, Xuchen Wang, Mei Liu, ... Xin 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">Adversarial perturbation and defense for generalizable person re-identification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hongchen Tan, Kaiqiang Xu, Pingping Tao, Xiuping Liu<o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
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