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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 164, July 2023<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">Event-triggered control for robust exponential synchronization of inertial memristive neural networks under parameter disturbance<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wei Yao, Chunhua Wang, Yichuang Sun, Shuqing Gong, Hairong 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">Input-to-state stability of positive delayed neural networks via impulsive control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wu-Hua Chen, Xiujuan Li, Shuning Niu, Xiaomei Lu<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 survey of sum–product networks structural learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Riting Xia, Yan Zhang, Xueyan Liu, Bo 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">Contrast sensitivity function in deep networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Arash Akbarinia, Yaniv Morgenstern, Karl R. Gegenfurtner<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 deep connectome learning network using graph convolution for connectome-disease association study<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yanwu Yang, Chenfei Ye, Ting 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">Prospective classification of Alzheimer’s disease conversion from mild cognitive impairment<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sunghong Park, Chang Hyung Hong, Dong-gi Lee, Kanghee Park, ... Hyunjung Shin<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">Automatized offline and online exploration to achieve a target dynamics in biohybrid neural circuits built with living and model neurons<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Manuel Reyes-Sanchez, Rodrigo Amaducci, Pablo Sanchez-Martin, Irene Elices, ... Pablo Varona<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">Evolution-communication spiking neural P systems with energy request rules<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Liping Wang, Xiyu Liu, Minghe Sun, Yuzhen 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">A transformer-based deep neural network model for SSVEP classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan<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">ProductGraphSleepNet: Sleep staging using product spatio-temporal graph learning with attentive temporal aggregation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Aref Einizade, Samaneh Nasiri, Sepideh Hajipour Sardouie, Gari D. Clifford<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">Imitating the oracle: Towards calibrated model for class incremental learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fei Zhu, Zhen Cheng, Xu-Yao Zhang, Cheng-Lin 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">Theoretical bounds of generalization error for generalized extreme learning machine and random vector functional link network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Meejoung 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">TIToK: A solution for bi-imbalanced unsupervised domain adaptation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yunyun Wang, Quchuan Chen, Yao Liu, Weikai Li, Songcan 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">Optimal tracking control of nonlinear systems with zero-equilibrium-free via novel adaptive critic designs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhinan Peng, Hanqi Ji, Chaobin Zou, Yiqun Kuang, ... Bijoy Kumar Ghosh<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">Explainable hybrid word representations for sentiment analysis of financial news<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Surabhi Adhikari, Surendrabikram Thapa, Usman Naseem, Hai Ya Lu, ... Mukesh Prasad<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 sequential structure for lightweight multi-scale feature learning under limited available images<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Peng Liu, Jie Du, Chi-Man Vong<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">Long short-term memory with activation on gradient<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chuan Qin, Liangming Chen, Zangtai Cai, Mei Liu, Long Jin<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">CSAST: Content self-supervised and style contrastive learning for arbitrary style transfer<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuqi Zhang, Yingjie Tian, Junjie Hou<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">Lifelong learning on evolving graphs under the constraints of imbalanced classes and new classes<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lukas Galke, Iacopo Vagliano, Benedikt Franke, Tobias Zielke, ... Ansgar Scherp<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 defense transformations for counterattacking adversarial examples<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jincheng Li, Shuhai Zhang, Jiezhang Cao, Mingkui Tan<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">PIPER: A logic-driven deep contrastive optimization pipeline for event temporal reasoning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Beibei Zhang, Lishuang 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">One-shot Federated Learning without server-side training<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shangchao Su, Bin Li, Xiangyang Xue<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 time series prediction method based on pooling compressed sensing echo state network and its application in stock market<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zijian Wang, Hui Zhao, Mingwen Zheng, Sijie Niu, ... Lixiang 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">Co-attention enabled content-based image retrieval<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zechao Hu, Adrian G. Bors<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">Growing dendrites enhance a neuron’s computational power and memory capacity<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">William B Levy, Robert A. Baxter<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">Capsule neural tensor networks with multi-aspect information for Few-shot Knowledge Graph Completion<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qianyu Li, Jiale Yao, Xiaoli Tang, Han Yu, ... Hengjie 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">Multi-teacher knowledge distillation based on joint Guidance of Probe and Adaptive Corrector<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ronghua Shang, Wenzheng Li, Songling Zhu, Licheng Jiao, Yangyang 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">B-mode ultrasound based CAD for liver cancers via multi-view privileged information learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiangmin Han, Bangming Gong, Lehang Guo, Jun Wang, ... Jun Shi<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">Joint feature selection and optimal bipartite graph learning for subspace clustering<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shikun Mei, Wenhui Zhao, Quanxue Gao, Ming Yang, Xinbo 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">A reinforcement learning algorithm acquires demonstration from the training agent by dividing the task space<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lipeng Zu, Xiao He, Jia Yang, Lianqing Liu, Wenxue 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">Domain-adaptive message passing graph neural network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi 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">An accelerated end-to-end method for solving routing problems<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tianyu Zhu, Xinli Shi, Xiangping Xu, 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">Generating post-hoc explanations for Skip-gram-based node embeddings by identifying important nodes with bridgeness<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hogun Park, Jennifer Neville<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 spectral graph convolution for signed directed graphs via magnetic Laplacian<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Taewook Ko, Yoonhyuk Choi, Chong-Kwon 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">Continual learning with invertible generative models<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jary Pomponi, Simone Scardapane, Aurelio Uncini<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-granularity knowledge distillation and prototype consistency regularization for class-incremental learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yanyan Shi, Dianxi Shi, Ziteng Qiao, Zhen Wang, ... Chunping Qiu<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">Distance metric learning based on the class center and nearest neighbor relationship<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">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">Credit assignment with predictive contribution measurement in multi-agent reinforcement learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Renlong Chen, Ying Tan<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">Collaborative bi-aggregation for directed graph embedding<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Linsong Liu, Ke-Jia Chen, Zheng 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">LoyalDE: Improving the performance of Graph Neural Networks with loyal node discovery and emphasis<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Haotong Wei, Yinlin Zhu, Xunkai Li, Bin Jiang<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">Basis operator network: A neural network-based model for learning nonlinear operators via neural basis<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ning Hua, Wenlian Lu<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">Aperiodic switching event-triggered stabilization of continuous memristive neural networks with interval delays<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yaning Wang, Huan Tuo, Huiping Lyu, Zunshui Cheng, Youming Xin<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">Stability analysis of stochastic gradient descent for homogeneous neural networks and linear classifiers<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Alexandre Lemire Paquin, Brahim Chaib-draa, Philippe Gigučre<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">Tree-structured neural networks: Spatiotemporal dynamics and optimal control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiajin He, Min Xiao, Jing Zhao, Zhengxin Wang, ... 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">A direct discretization recurrent neurodynamics method for time-variant nonlinear optimization with redundant robot manipulators<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yang Shi, Wangrong Sheng, Shuai Li, Bin Li, ... Dimitrios K. Gerontitis<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">Quasi-projective and complete synchronization of discrete-time fractional-order delayed neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiao-Li Zhang, Hong-Li Li, Yongguang Yu, Long Zhang, Haijun Jiang<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 fault-tolerant control for input-constrained nonlinear systems with mismatched disturbances via adaptive dynamic programming<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Heng Zhao, Huanqing Wang, Ben Niu, Xudong Zhao, Khalid H. Alharbi<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">Design of continuous-time recurrent neural networks with piecewise-linear activation function for generation of prescribed sequences of bipolar vectors<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Norikazu Takahashi, Tsuyoshi Yamakawa, Yasuhiro Minetoma, Tetsuo Nishi, Tsuyoshi Migita<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">Approximate spectral decomposition of Fisher information matrix for simple ReLU networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yoshinari Takeishi, Masazumi Iida, Jun’ichi Takeuchi<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-supervision assisted multimodal remote sensing image classification with coupled self-looping convolution networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shivam Pande, Biplab Banerjee<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">Semi-supervised deep embedded clustering with pairwise constraints and subset allocation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yalin Wang, Jiangfeng Zou, Kai Wang, Chenliang Liu, Xiaofeng 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">SpikeSEE: An energy-efficient dynamic scenes processing framework for retinal prostheses<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chuanqing Wang, Chaoming Fang, Yong Zou, Jie Yang, Mohamad Sawan<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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