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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 142, October 2021<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">H_infinity synchronization of delayed neural networks via event-triggered dynamic output control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yachun Yang, Zhengwen Tu, Liangwei Wang, Jinde Cao, ... Wenhua Qian<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">Non-native acoustic modeling for mispronunciation verification based on language adversarial representation learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Longfei Yang, Kaiqi Fu, Jinsong Zhang, Takahiro Shinozaki<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 attention tuning in a neuro-computational model of the visual cortex–basal ganglia–prefrontal cortex loop<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Oliver Maith, Alex Schwarz, 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">Growth strategy determines the memory and structural properties of brain networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ana P. Millan, Joaquin J. Torres, Samuel Johnson, J. Marro<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 visuomotor tasks based on electroencephalographic data depends on age-related differences in brain activity patterns<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">C. Goelz, K. Mora, J. Rudisch, R. Gaidai, ... S. Vieluf<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 neuromimetic realization of hippocampal CA1 for theta wave generation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Nima Salimi-Nezhad, Mohammad Hasanlou, Mahmood Amiri, Georgios A. Keliris<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">Task-relevant and task-irrelevant variability causally shape error-based motor learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lucas Rebelo Dal'Bello, 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">Bio-instantiated recurrent neural networks: Integrating neurobiology-based network topology in artificial networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Alexandros Goulas, Fabrizio Damicelli, Claus C. Hilgetag<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">Spatial information transfer in hippocampal place cells depends on trial-to-trial variability, symmetry of place-field firing, and biophysical heterogeneities<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ankit Roy, Rishikesh Narayanan<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">FastGAE: Scalable graph autoencoders with stochastic subgraph decoding<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guillaume Salha, Romain Hennequin, Jean-Baptiste Remy, Manuel Moussallam, Michalis Vazirgiannis<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">Enhancing Graph Neural Networks by a High-quality Aggregation of Beneficial Information<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chuang Liu, Jia Wu, Weiwei Liu, Wenbin Hu<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">Generalized two-dimensional linear discriminant analysis with regularization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chun-Na Li, Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Nai-Yang Deng<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">Flexible multi-view semi-supervised learning with unified graph<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhongheng Li, Qianyao Qiang, Bin Zhang, Fei 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">Probabilistic learning vector quantization on manifold of symmetric positive definite matrices<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fengzhen Tang, Haifeng Feng, Peter Tino, Bailu Si, Daxiong Ji<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">Why grid cells function as a metric for space<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Suogui Dang, Yining Wu, 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">Two-timescale neurodynamic approaches to supervised feature selection based on alternative problem formulations<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yadi Wang, Jun Wang, Hangjun Che<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">Robot navigation as hierarchical active inference<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ozan Çatal, Tim Verbelen, Toon Van de Maele, Bart Dhoedt, Adam Safron<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">Efficient learning with augmented spikes: A case study with image classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shiming Song, Chenxiang Ma, Wei Sun, Junhai Xu, ... Qiang 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">Self-selective attention using correlation between instances for distant supervision relation extraction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yanru Zhou, Limin Pan, Chongyou Bai, Senlin Luo, Zhouting Wu<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 clustering: Graph attention auto-encoder with cluster-specificity distribution<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Huiling Xu, Wei Xia, Quanxue Gao, Jungong Han, 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">Anti-transfer learning for task invariance in convolutional neural networks for speech processing<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Eric Guizzo, Tillman Weyde, Giacomo Tarroni<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">Streaming cascade-based speech translation leveraged by a direct segmentation model<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Javier Iranzo-Sanchez, Javier Jorge, Pau Baquero-Arnal, Joan Albert Silvestre-Cerda, ... Alfons Juan<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">Adaptive ensemble perception tracking<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zikun Zhou, Nana Fan, Kai Yang, Hongpeng Wang, Zhenyu 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">Candidate region aware nested named entity recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Deng Jiang, Haopeng Ren, Yi Cai, Jingyun Xu, ... Ho-fung Leung<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-spectral learning with GAN based spectral–spatial target detection for hyperspectral image<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Weiying Xie, Jiaqing Zhang, Jie Lei, Yunsong Li, Xiuping Jia<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">Spectral embedding network for attributed graph clustering<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaotong Zhang, Han Liu, Xiao-Ming Wu, Xianchao Zhang, Xinyue 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 to reweight examples in multi-label classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yongjian Zhong, Bo Du, Chang 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">Selective ensemble-based online adaptive deep neural networks for streaming data with concept drift<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Husheng Guo, Shuai Zhang, Wenjian 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">Capped L2,p-norm metric based robust least squares twin support vector machine for pattern classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chao Yuan, 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">An efficient encoder–decoder model for portrait depth estimation from single images trained on pixel-accurate synthetic data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Faisal Khan, Shahid Hussain, Shubhajit Basak, Joseph Lemley, Peter Corcoran<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">Instance elimination strategy for non-convex multiple-instance learning using sparse positive bags<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Min Yuan, Yitian Xu, Renxiu Feng, Zongmin 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">Deep attributed graph clustering with self-separation regularization and parameter-free cluster estimation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Junzhong Ji, Ye Liang, Minglong Lei<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 CNN model embedded with local feature knowledge and its application to time-varying signal classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ruiping Yang, Xianyu Zha, Kun Liu, Shaohua 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">Unsupervised learning of disentangled representations in deep restricted kernel machines with orthogonality constraints<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Francesco Tonin, 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"><span style="font-size:12.0pt">Cluster synchronization of delayed coupled neural networks: Delay-dependent distributed impulsive control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaoyu Zhang, Chuandong Li, Zhilong 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">Towards a mathematical framework to inform neural network modelling via polynomial regression<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Pablo Morala, Jenny Alexandra Cifuentes, Rosa E. Lillo, Inaki Ucar<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 criteria for global robust stability of dynamical neural networks with multiple time delays<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Emel Arslan<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">Probabilistic robustness estimates for feed-forward neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Nicolas Couellan<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">Statistical guarantees for regularized neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Mahsa Taheri, Fang Xie, Johannes Lederer<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">Multistability and associative memory of neural networks with Morita-like activation functions<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuanchu Shen, Song Zhu, Xiaoyang Liu, Shiping Wen<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">Arguments for the unsuitability of convolutional neural networks for non-local tasks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sebastian Stabinger, David Peer, Antonio Rodriguez-Sanchez<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">Multiple clustering for identifying subject clusters and brain sub-networks using functional connectivity matrices without vectorization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tomoki Tokuda, Okito Yamashita, Junichiro Yoshimoto<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 adaptive neural networks control for fractional-order nonstrict-feedback nonlinear systems with unmodeled dynamics and input saturation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Boqiang Cao, Xiaobing 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">Predefined-time synchronization of competitive neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chuan Chen, Ling Mi, Zhongqiang Liu, Baolin Qiu, ... Lijuan 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">Novel methods to global Mittag-Leffler stability of delayed fractional-order quaternion-valued neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hongyun Yan, Yuanhua Qiao, Lijuan Duan, Jun Miao<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 ReLU neural networks in high-dimensional approximation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dinh Dũng, Van Kien Nguyen<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">Exact coexistence and locally asymptotic stability of multiple equilibria for fractional-order delayed Hopfield neural networks with Gaussian activation function<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaobing Nie, Pingping Liu, Jinling Liang, 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">Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Alberto Racca, Luca Magri<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">H-VECTORS: Improving the robustness in utterance-level speaker embeddings using a hierarchical attention model<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yanpei Shi, Qiang Huang, Thomas Hain<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">Capturing the grouping and compactness of high-level semantic feature for saliency detection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ying Ying Zhang, HongJuan Wang, XiaoDong Lv, Ping 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">Unsupervised multi-sense language models for natural language processing tasks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jihyeon Roh, Sungjin Park, Bo-Kyeong Kim, Sang-Hoon Oh, Soo-Young 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">Distributed-force-feedback-based reflex with online learning for adaptive quadruped motor control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tao Sun, Zhendong Dai, Poramate Manoonpong<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 interaction-modeling mechanism for context-dependent Text-to-SQL translation based on heterogeneous graph aggregation<o:p></o:p></span></p>
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