Connectionists: NEURAL NETWORKS, June 2025

[Wang, Deliang]

Neural Networks - Volume 186, June 2025
https://www.journals.elsevier.com/neural-networks


Spiking neural networks on FPGA: A survey of methodologies and recent advancements
Mehrzad Karamimanesh, Ebrahim Abiri, Mahyar Shahsavari, Kourosh Hassanli, ... Jason Eshraghian

Break Adhesion: Triple adaptive-parsing for weakly supervised instance segmentation
Jingting Xu, Rui Cao, Peng Luo, Dejun Mu

A systematic analysis of the joint effects of ganglion cells, lagged LGN cells, and intercortical inhibition on spatiotemporal processing and direction selectivity
René Larisch, Fred H. Hamker

Neural-network-based accelerated safe Q-learning for optimal control of discrete-time nonlinear systems with state constraints
Mingming Zhao, Ding Wang, Junfei Qiao

Span-aware pre-trained network with deep information bottleneck for scientific entity relation extraction
Youwei Wang, Peisong Cao, Haichuan Fang, Yangdong Ye

Hierarchical task network-enhanced multi-agent reinforcement learning: Toward efficient cooperative strategies
Xuechen Mu, Hankz Hankui Zhuo, Chen Chen, Kai Zhang, ... Jianye Hao

Constraining an Unconstrained Multi-agent Policy with offline data
Cong Guan, Tao Jiang, Yi-Chen Li, Zongzhang Zhang, ... Yang Yu

Daydreaming Hopfield Networks and their surprising effectiveness on correlated data
Ludovica Serricchio, Dario Bocchi, Claudio Chilin, Raffaele Marino, ... Federico Ricci-Tersenghi

HFFTrack: Transformer tracking via hybrid frequency features
Sugang Ma, Zhen Wan, Licheng Zhang, Bin Hu, ... Xiangmo Zhao

Learning temporal regularized spatial-aware deep correlation filter tracking via adaptive channel selection
Sathiyamoorthi Arthanari, Dinesh Elayaperumal, Young Hoon Joo

Attention-augmented multi-domain cooperative graph representation learning for molecular interaction prediction
Zhaowei Wang, Jun Meng, Haibin Li, Qiguo Dai, ... Yushi Luan

Don't fear peculiar activation functions: EUAF and beyond
Qianchao Wang, Shijun Zhang, Dong Zeng, Zhaoheng Xie, ... Feng-Lei Fan

Open-world semi-supervised relation extraction
Diange Zhou, Yilin Duan, Shengwen Li, Hong Yao

Dynamic graph-based bilateral recurrent imputation network for multivariate time series
Xiaochen Lai, Zheng Zhang, Liyong Zhang, Wei Lu, ZhuoHan Li

ZS-MNET: A zero-shot learning based approach to multimodal named entity typing
Baohang Zhou, Ying Zhang, Kehui Song, Xuhui Sui, ... Xiaojie Yuan

A Multi-objective transfer learning framework for time series forecasting with Concept Echo State Networks
Yingqin Zhu, Wen Yu, Xiaoou Li

ADFQ-ViT: Activation-Distribution-Friendly post-training Quantization for Vision Transformers
Yanfeng Jiang, Ning Sun, Xueshuo Xie, Fei Yang, Tao Li

CNN-Transformer and Channel-Spatial Attention based network for hyperspectral image classification with few samples
Chuan Fu, Tianyuan Zhou, Tan Guo, Qikui Zhu, ... Bo Du

Label as Equilibrium: A performance booster for Graph Neural Networks on node classification
Yi Luo, Guangchun Luo, Guiduo Duan, Aiguo Chen

Self-triggered neural tracking control for discrete-time nonlinear systems via adaptive critic learning
Lingzhi Hu, Ding Wang, Gongming Wang, Junfei Qiao

GeM: Gaussian embeddings with Multi-hop graph transfer for next POI recommendation
Wenqian Mu, Jiyuan Liu, Yongshun Gong, Ji Zhong, ... Yu Zheng

Replica tree-based federated learning using limited data
Ramona Ghilea, Islem Rekik

Heterogeneous boundary synchronization of time-delayed competitive neural networks with adaptive learning parameter in the space-time discretized frames
Tianwei Zhang, Shaobin Rao, Jianwen Zhou

Dual view graph transformer networks for multi-hop knowledge graph reasoning
Congcong Sun, Jianrui Chen, Zhongshi Shao, Junjie Huang

Neural transition system abstraction for neural network dynamical system models and its application to Computational Tree Logic verification
Yejiang Yang, Tao Wang, Weiming Xiang

A novel deep learning model combining 3DCNN-CapsNet and hierarchical attention mechanism for EEG emotion recognition
Kun Chen, Wenhao Ruan, Quan Liu, Qingsong Ai, Li Ma

Inertial primal-dual projection neurodynamic approaches for constrained convex optimization problems and application to sparse recovery
You Zhao, Zhihua Allen-Zhao, Lei Wang, Xing He, Qin Mao

Neural-network-based practical specified-time resilient formation maneuver control for second-order nonlinear multi-robot systems under FDI attacks
Chuanhai Yang, Jingyi Huang, Shuang Wu, Qingshan Liu

Distributed multi-timescale algorithm for nonconvex optimization problem: A control perspective
Xiasheng Shi, Jian Liu, Changyin Sun

Memristor-based circuit design of interweaving mechanism of emotional memory in a hippocamp-brain emotion learning model
Yunlai Zhu, Yongjie Zhao, Junjie Zhang, Xi Sun, ... Yuehua Dai

Hybrid multi-modality multi-task learning for forecasting progression trajectories in subjective cognitive decline
Minhui Yu, Yuqi Fang, Yunbi Liu, Andrea C. Bozoki, ... Mingxia Liu

Learning from leading indicators to predict long-term dynamics of hourly electricity generation from multiple resources
Zhenghong Wang, Yi Wang, Furong Jia, Kun Liu, ... Yu Liu

Advertising or adversarial? AdvSign: Artistic advertising sign camouflage for target physical attacking to object detector
Guangyu Gao, Zhuocheng Lv, Yan Zhang, A.K. Qin

A strictly predefined-time convergent and anti-noise fractional-order zeroing neural network for solving time-variant quadratic programming in kinematic robot control
Yi Yang, Xiao Li, Xuchen Wang, Mei Liu, ... Xin Ma

Adversarial perturbation and defense for generalizable person re-identification
Hongchen Tan, Kaiqiang Xu, Pingping Tao, Xiuping Liu


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