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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 141, September 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">Noise effect on the temporal patterns of neural synchrony<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Joel Zirkle, Leonid L. Rubchinsky<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">Real-time face & eye tracking and blink detection using event cameras<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cian Ryan, Brian O’Sullivan, Amr Elrasad, Aisling Cahill, ... Etienne Perot<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">Exponential quasi-synchronization of coupled delayed memristive neural networks via intermittent event-triggered control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jiejie Chen, Boshan Chen, Zhigang Zeng<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">Modeling the grid cell activity on non-horizontal surfaces based on oscillatory interference modulated by gravity<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yihong Wang, Xuying Xu, Rubin 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">CutCat: An augmentation method for EEG classification<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ali Al-Saegh, Shefa A. Dawwd, Jassim M. Abdul-Jabbar<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 ANC: A deep learning approach to active noise control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hao Zhang, DeLiang 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">Automatic, dynamic, and nearly optimal learning rate specification via local quadratic approximation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yingqiu Zhu, Danyang Huang, Yuan Gao, Rui Wu, ... Hansheng 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">Combining a parallel 2D CNN with a self-attention Dilated Residual Network for CTC-based discrete speech emotion recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ziping Zhao, Qifei Li, Zixing Zhang, Nicholas Cummins, ... Bjorn W. Schuller<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 bias to source samples for unsupervised domain adaptation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yalan Ye, Ziwei Huang, Tongjie Pan, Jingjing Li, Heng Tao Shen<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 joint learning for language recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lin Li, Zheng Li, Yan Liu, Qingyang Hong<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 foveal vision neural architecture with top-down attention<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ryan Burt, Nina N. Thigpen, Andreas Keil, Jose C. Principe<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">Emulation of wildland fire spread simulation using deep learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Frederic Allaire, Vivien Mallet, Jean-Baptiste Filippi<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 learning architectures for estimating breathing signal and respiratory parameters from speech recordings<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Venkata Srikanth Nallanthighal, Zohreh Mostaani, Aki Harma, Helmer Strik, Mathew Magimai-Doss<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 neural network-based generalized sidelobe canceller for dual-channel far-field speech recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guanjun Li, Shan Liang, Shuai Nie, Wenju Liu, Zhanlei 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">A neuralized feature engineering method for entity relation extraction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yanping Chen, Weizhe Yang, Kai Wang, Yongbin Qin, ... Qinghua Zheng<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">Radon–Sobolev Variational Auto-Encoders<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Gabriel Turinici<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">FastTalker: A neural text-to-speech architecture with shallow and group autoregression<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Rui Liu, Berrak Sisman, Yixing Lin, Haizhou 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">Learning emotions latent representation with CVAE for text-driven expressive audiovisual speech synthesis<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Sara Dahmani, Vincent Colotte, Valerian Girard, Slim Ouni<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">Bifurcations in a fractional-order BAM neural network with four different delays<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chengdai Huang, Juan Wang, Xiaoping Chen, 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">Combination of deep speaker embeddings for diarisation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guangzhi Sun, Chao Zhang, Philip C. Woodland<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">PC-GAIN: Pseudo-label conditional generative adversarial imputation networks for incomplete data<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yufeng Wang, Dan Li, Xiang Li, Min 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">QTTNet: Quantized tensor train neural networks for 3D object and video recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Donghyun Lee, Dingheng Wang, Yukuan Yang, Lei Deng, ... Guoqi 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">Synchronization for stochastic coupled networks with Levy noise via event-triggered control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hailing Dong, Ming Luo, Mingqing Xiao<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-periodicity of switched neural networks with time delays and periodic external inputs under stochastic disturbances<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhenyuan Guo, Jingxuan Ci, Jun 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 network approximation: Three hidden layers are enough<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zuowei Shen, Haizhao Yang, Shijun 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">Pinning bipartite synchronization for coupled reaction–diffusion neural networks with antagonistic interactions and switching topologies<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Baojun Miao, Xuechen Li, Jungang Lou, Jianquan 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">Saturated impulsive control for synchronization of coupled delayed neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shuchen Wu, Xiaodi Li, Yanhui Ding<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">Learnable Heterogeneous Convolution: Learning both topology and strength<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 estimation for stochastic semi-Markovian switching CVNNs with missing measurements and mode-dependent delays<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Qiang Li, Jinling Liang, Hong Qu<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">Autoencoder networks extract latent variables and encode these variables in their connectomes<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Matthew Farrell, Stefano Recanatesi, R. Clay Reid, Stefan Mihalas, Eric Shea-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">A deep network construction that adapts to intrinsic dimensionality beyond the domain<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Alexander Cloninger, Timo Klock<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">Implicit adversarial data augmentation and robustness with Noise-based Learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Priyadarshini Panda, Kaushik Roy<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">Residual wide-kernel deep convolutional auto-encoder for intelligent rotating machinery fault diagnosis with limited samples<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Daoguang Yang, Hamid Reza Karimi, Kangkang 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">A dual-stream deep attractor network with multi-domain learning for speech dereverberation and separation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hangting Chen, Pengyuan 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">Generative Adversarial Network with Multi-branch Discriminator for imbalanced cross-species image-to-image translation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ziqiang Zheng, Zhibin Yu, Yang Wu, Haiyong Zheng, ... 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">CRaDLe: Deep code retrieval based on semantic Dependency Learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenchao Gu, Zongjie Li, Cuiyun Gao, Chaozheng Wang, ... Michael R. Lyu<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
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