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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 153, September 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">Dimensionality of the intermediate-level representation of shape and texture in monkey V4<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Atsushi Kodama, Kouji Kimura, Ko Sakai<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 for deep reinforcement learning in Markovian cyber–physical systems: Common problems and solutions<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Timothy Rupprecht, Yanzhi 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">Transfer learning for motor imagery based brain–computer interfaces: A tutorial<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dongrui Wu, Xue Jiang, Ruimin Peng<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">Computational role of exploration noise in error-based de novo 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">A new predefined-time stability theorem and its application in the synchronization of memristive complex-valued BAM neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Aidi Liu, Hui Zhao, Qingjie Wang, 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">Graph Transformer Networks: Learning meta-path graphs to improve GNNs<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Seongjun Yun, Minbyul Jeong, Sungdong Yoo, Seunghun Lee, ... Hyunwoo J. 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">Reducing noisy annotations for depression estimation from facial images<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lang He, Prayag Tiwari, Chonghua Lv, WenShuai Wu, Liyong Guo<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">MGLNN: Semi-supervised learning via Multiple Graph Cooperative Learning Neural Networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Bo Jiang, Si Chen, Beibei Wang, Bin Luo<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">SepNet: A neural network for directionally correlated data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Fuchang Gao, Yiqing Ma, Boyu Zhang, Min Xian<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">Riemannian gradient methods for stochastic composition problems<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Feihu Huang, Shangqian 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">Training much deeper spiking neural networks with a small number of time-steps<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qingyan Meng, Shen Yan, Mingqing Xiao, Yisen Wang, ... Zhi-Quan Luo<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 universal adversarial policy for text classifiers<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Gallil Maimon, Lior Rokach<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 regularized spatial–spectral subspace clustering for hyperspectral band selection<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jun Wang, Chang Tang, Xiao Zheng, Xinwang Liu, ... En Zhu<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">Reframing control methods for parameters optimization in adversarial image generation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qamar Alfalouji, Piergiorgio Sartor, Pietro Zanuttigh<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">Online subspace learning and imputation by Tensor-Ring decomposition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jinshi Yu, Tao Zou, Guoxu 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">From YouTube to the brain: Transfer learning can improve brain-imaging predictions with deep learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Nahiyan Malik, Danilo Bzdok<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">Privacy preserving Generative Adversarial Networks to model Electronic Health Records<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Rohit Venugopal, Noman Shafqat, Ishwar Venugopal, Benjamin Mark John Tillbury, ... Aikaterini Bourazeri<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">Image super-resolution with an enhanced group convolutional neural network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chunwei Tian, Yixuan Yuan, Shichao Zhang, Chia-Wen Lin, ... David 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">SIRe-Networks: Convolutional neural networks architectural extension for information preservation via skip/residual connections and interlaced auto-encoders<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti<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">Single-layer vision transformers for more accurate early exits with less overhead<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis<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">Modularity-aware graph autoencoders for joint community detection and link prediction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guillaume Salha-Galvan, Johannes F. Lutzeyer, George Dasoulas, Romain Hennequin, 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">Oblique and rotation double random forest<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">M.A. Ganaie, M. Tanveer, P.N. Suganthan, V. Snasel<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">Online action proposal generation using spatio-temporal attention network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Kanchan Keisham, Amin Jalali, Minho 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">A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jason A. Platt, Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Henry D.I. Abarbanel<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">Toward reliable designs of data-driven reinforcement learning tracking control for Euler–Lagrange systems<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhikai Yao, Jianyong 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">Approximation properties of Gaussian-binary restricted Boltzmann machines and Gaussian-binary deep belief networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Linyan Gu, Lihua Yang, Feng 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">Successfully and efficiently training deep multi-layer perceptrons with logistic activation function simply requires initializing the weights with an appropriate negative mean<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ahmet Yilmaz, Riccardo Poli<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">Exploring phase–amplitude coupling from primary motor cortex-basal ganglia–thalamus network model<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ying Yu, Fang Han, Qingyun 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">Boolean matrix factorization based on collaborative neurodynamic optimization with Boltzmann machines<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xinqi Li, Jun Wang, Sam Kwong<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">Quantum Neural Networks and Topological Quantum Field Theories<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Antonino Marciano, Deen Chen, Filippo Fabrocini, Chris Fields, ... Emanuele Zappala<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 interpolation operators optimized by Lagrange polynomial<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guoshun Wang, Dansheng Yu, Ping 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">Fixed-time synchronization of discontinuous competitive neural networks with time-varying delays<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Caicai Zheng, Cheng Hu, Juan Yu, 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">Approximation in shift-invariant spaces with deep ReLU neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yunfei Yang, Zhen Li, Yang 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">Approximation rates of DeepONets for learning operators arising from advection–diffusion equations<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Beichuan Deng, Yeonjong Shin, Lu Lu, Zhongqiang Zhang, George Em Karniadakis<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">The minimum regret path problem on stochastic fuzzy time-varying networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wei Huang, Zhilei Xu, Liehuang Zhu<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">Convergence of deep convolutional neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuesheng Xu, Haizhang 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">Sparse signal reconstruction via recurrent neural networks with hyperbolic tangent function<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hongsong Wen, Xing He, Tingwen 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">Adaptive 2-bits-triggered neural control for uncertain nonlinear multi-agent systems with full state constraints<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zicong Chen, Jianhui Wang, Tao Zou, Kemao Ma, Qinruo 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">Recurrent neural networks as kinematics estimator and controller for redundant manipulators subject to physical constraints<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ning Tan, Peng Yu, Shen Liao, Zhenglong 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">Scalp EEG functional connection and brain network in infants with West syndrome<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Runze Zheng, Yuanmeng Feng, Tianlei Wang, Jiuwen Cao, ... Feng 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">Cardinality-constrained portfolio selection via two-timescale duplex neurodynamic optimization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Man-Fai Leung, 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">ME-PLAN: A deep prototypical learning with local attention network for dynamic micro-expression recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sirui Zhao, Huaying Tang, Shifeng Liu, Yangsong Zhang, ... Cuntai Guan
<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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