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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 154, October 2022<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">Multimodal neural networks better explain multivoxel patterns in the hippocampus<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Bhavin Choksi, Milad Mozafari, Rufin VanRullen, Leila Reddy<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 stream learning using spatio-temporal event surface<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Junfei Dong, Runhao Jiang, Rong Xiao, Rui Yan, Huajin Tang<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">Reward prediction errors, not sensory prediction errors, play a major role in model selection in human reinforcement learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yihao Wu, Masahiko Morita, Jun Izawa<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">QMEDNet: A quaternion-based multi-order differential encoder–decoder model for 3D human motion prediction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenming Cao, Shuangshuang Li, Jianqi Zhong<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">Brain-inspired meta-reinforcement learning cognitive control in conflictual inhibition decision-making task for artificial agents<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Federica Robertazzi, Matteo Vissani, Guido Schillaci, Egidio Falotico<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">Estimating heading from optic flow: Comparing deep learning network and human performance<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Natalie Maus, Oliver W. Layton<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">How does the brain represent the semantic content of an image?<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Huawei Xu, Ming Liu, Delong 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">Deep reinforcement learning guided graph neural networks for brain network analysis<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xusheng Zhao, Jia Wu, Hao Peng, Amin Beheshti, ... Lifang He<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 optimized dynamic event-triggered control for unknown heterogeneous nonlinear MASs with input-constrained<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lina Xia, Qing Li, Ruizhuo Song, Shuzhi Sam Ge<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">Active learning of causal structures with deep reinforcement learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Amir Amirinezhad, Saber Salehkaleybar, Matin Hashemi<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">Periodic event-triggered adaptive tracking control design for nonlinear discrete-time systems via reinforcement learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fanghua Tang, Ben Niu, Guangdeng Zong, Xudong Zhao, Ning Xu<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">BackEISNN: A deep spiking neural network with adaptive self-feedback and balanced excitatory–inhibitory neurons<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dongcheng Zhao, Yi Zeng, Yang 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">AdjointBackMap: Reconstructing effective decision hypersurfaces from CNN layers using adjoint operators<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qing Wan, 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">Novel optimal trajectory tracking for nonlinear affine systems with an advanced critic learning structure<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ding Wang, Huiling Zhao, Mingming Zhao, Jin Ren<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-birth metric learning framework based on binary constraints<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">QiangQiang Ren, Chao Yuan, Yifeng Zhao, Liming Yang<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">Subgraph-aware graph structure revision for spatial–temporal graph modeling<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuhu Wang, Chunxia Zhang, Shiming Xiang, Chunhong Pan<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">Correntropy based semi-supervised concept factorization with adaptive neighbors for clustering<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Siyuan Peng, Zhijing Yang, Feiping Nie, Badong Chen, Zhiping Lin<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">Interpolated Adversarial Training: Achieving robust neural networks without sacrificing too much accuracy<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Alex Lamb, Vikas Verma, Kenji Kawaguchi, Alexander Matyasko, ... Yoshua Bengio<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">MRGAT: Multi-Relational Graph Attention Network for knowledge graph completion<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guoquan Dai, Xizhao Wang, Xiaoying Zou, Chao Liu, Si Cen<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">Breaking CAPTCHA with Capsule Networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ionela Georgiana Mocanu, Zhenxu Yang, Vaishak Belle<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">Context-guided entropy minimization for semi-supervised domain adaptation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ning Ma, Jiajun Bu, Lixian Lu, Jun Wen, ... Xifeng Yan<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">Relational local electroencephalography representations for sleep scoring<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Georg Brandmayr, Manfred Hartmann, Franz Fuerbass, Gerald Matz, ... Georg Dorffner<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-based random forest and contamination model<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lev V. Utkin, Andrei V. Konstantinov<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">Return of the normal distribution: Flexible deep continual learning with variational auto-encoders<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yongwon Hong, Martin Mundt, Sungho Park, Yungjung Uh, Hyeran Byun<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">Using source data to aid and build variational state–space autoencoders with sparse target data for process monitoring<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yi Shan Lee, Junghui 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">Multivariate time-series classification with hierarchical variational graph pooling<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ziheng Duan, Haoyan Xu, Yueyang Wang, Yida Huang, ... 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">A portable clustering algorithm based on compact neighbors for face tagging<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shenfei Pei, Yuze Zhang, Rong Wang, Feiping Nie<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">Federated learning with workload-aware client scheduling in heterogeneous systems<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Li Li, Duo Liu, Moming Duan, Yu Zhang, ... Chengliang 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">Neural extraction of multiscale essential structure for network dismantling<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qingxia Liu, Bang 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">Simultaneous neural network approximation for smooth functions<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sean Hon, Haizhao Yang<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">Finite-time stability of state-dependent delayed systems and application to coupled neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xinyi He, Xiaodi Li, Shiji Song<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">Two-level group convolution<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Youngkyu Lee, Jongho Park, Chang-Ock Lee<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">SLIDE: A surrogate fairness constraint to ensure fairness consistency<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Kunwoong Kim, Ilsang Ohn, Sara Kim, Yongdai Kim<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 stabilization of impulsive neural networks with mixed delays by non-fragile feedback involving random uncertainties<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaoyu Zhang, Chuandong Li, Hongfei Li, Zhengran 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">Extended analysis on the global Mittag-Leffler synchronization problem for fractional-order octonion-valued BAM neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jianying Xiao, Xiao Guo, Yongtao Li, Shiping Wen, ... Yiqian Tang<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">Compressing speaker extraction model with ultra-low precision quantization and knowledge distillation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yating Huang, Yunzhe Hao, Jiaming Xu, Bo Xu<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">Reservoir computing with 3D nanowire networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">R.K. Daniels, J.B. Mallinson, Z.E. Heywood, P.J. Bones, ... S.A. Brown<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">Face image-sketch synthesis via generative adversarial fusion<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jianyuan Sun, Hongchuan Yu, Jian J. Zhang, Junyu Dong, ... Guoqiang Zhong<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">Sparse signal reconstruction via collaborative neurodynamic optimization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hangjun Che, Jun Wang, Andrzej Cichocki<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">PDE-READ: Human-readable partial differential equation discovery using deep learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Robert Stephany, Christopher Earls<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">Latent neighborhood-based heterogeneous graph representation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yang Xiao, Pei Quan, MingLong Lei, Lingfeng Niu<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">Predictions on multi-class terminal ballistics datasets using conditional Generative Adversarial Networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">S. Thompson, F. Teixeira-Dias, M. Paulino, A. Hamilton<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 Pseudo-Supervised Learning for Few-shot Person Re-Identification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jing Zhao, Long Lan, Da Huang, Jing Ren, Wenjing Yang<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">Physics guided neural networks for modelling of non-linear dynamics<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Haakon Robinson, Suraj Pawar, Adil Rasheed, Omer San<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
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