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<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 139, July 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">Residual Neural Network precisely quantifies dysarthria severity-level based on short-duration speech segments<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Siddhant Gupta, Ankur T. Patil, Mirali Purohit, Mihir Parmar, ... Rodrigo Capobianco Guido<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 representation and Generative Adversarial Learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ariel Ruiz-Garcia, Juergen Schmidhuber, Vasile Palade, Clive Cheong Took, Danilo Mandic<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">Dense Residual Network: Enhancing global dense feature flow for character recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhao Zhang, Zemin Tang, Yang Wang, Zheng Zhang, ... Meng 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">Computational reproductions of external force field adaption without assuming desired trajectories<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hiroyuki Kambara, Atsushi Takagi, Haruka Shimizu, Toshihiro Kawase, ... Yasuharu Koike<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">CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Gasper Begus<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 criteria of delayed inertial neural networks with generally Markovian jumping<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Junyi Wang, Zhanshan Wang, Xiangyong Chen, Jianlong 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">A generative adversarial network approach to (ensemble) weather prediction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Alex Bihlo<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">End-to-end novel visual categories learning via auxiliary self-supervision<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuanyuan Qing, Yijie Zeng, Qi Cao, Guang-Bin 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">A fast saddle-point dynamical system approach to robust deep learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yasaman Esfandiari, Aditya Balu, Keivan Ebrahimi, Umesh Vaidya, ... Soumik Sarkar<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 Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik, Jesus L. Lobo, Javier Del Ser<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">Knowledge graph embedding with shared latent semantic units<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zhao Zhang, Fuzhen Zhuang, Meng Qu, Zheng-Yu Niu, ... Qing 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">An effective SteinGLM initialization scheme for training multi-layer feedforward sigmoidal neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun 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">Visual question answering based on local-scene-aware referring expression generation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jung-Jun Kim, Dong-Gyu Lee, Jialin Wu, Hong-Gyu Jung, Seong-Whan 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">Cross Knowledge-based Generative Zero-Shot Learning approach with Taxonomy Regularization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Cheng Xie, Hongxin Xiang, Ting Zeng, Yun Yang, ... Qing 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">D-MONA: A dilated mixed-order non-local attention network for speaker and language recognition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiaoxiao Miao, Ian McLoughlin, Wenchao Wang, 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">IHG-MA: Inductive heterogeneous graph multi-agent reinforcement learning for multi-intersection traffic signal control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shantian Yang, Bo Yang, Zhongfeng Kang, Lihui 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">Design and independent training of composable and reusable neural modules<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">David Castillo-Bolado, Cayetano Guerra-Artal, Mario Hernandez-Tejera<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">Block-cyclic stochastic coordinate descent for deep neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Kensuke Nakamura, Stefano Soatto, Byung-Woo 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">Convergence of the RMSProp deep learning method with penalty for nonconvex optimization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Dongpo Xu, Shengdong Zhang, Huisheng Zhang, Danilo P. Mandic<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">Stochastic quasi-synchronization of heterogeneous delayed impulsive dynamical networks via single impulsive control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Guang Ling, Ming-Feng Ge, Xinghua Liu, Gaoxi Xiao, Qingju Fan<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 of memristive neural networks with unknown parameters via event-triggered adaptive control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yufeng Zhou, Hao Zhang, 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">Quantifying the separability of data classes in neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Achim Schilling, Andreas Maier, Richard Gerum, Claus Metzner, Patrick Krauss<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 in finite time for variable-order fractional complex dynamic networks with multi-weights and discontinuous nodes based on sliding mode control strategy<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xia Li, Huaiqin Wu, 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 noisy label and negative sample robust loss function for DNN-based distant supervised relation extraction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lihui Deng, Bo Yang, Zhongfeng Kang, Shantian Yang, Shihu 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">Biomimetic FPGA-based spatial navigation model with grid cells and place cells<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Adithya Krishna, Divyansh Mittal, Siri Garudanagiri Virupaksha, Abhishek Ramdas Nair, ... Chetan Singh Thakur<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">Comparative study using inverse ontology cogency and alternatives for concept recognition in the annotated National Library of Medicine database<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">George J. Shannon, Naga Rayapati, Steven M. Corns, Donald C. Wunsch<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-dilated convolutional neural networks for epileptic seizure prediction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ramy Hussein, Soojin Lee, Rabab Ward, Martin J. McKeown<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">Keyword spotting techniques to improve the recognition accuracy of user-defined keywords<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Li Liu, Mingxue Yang, Xinyi Gao, Qingsong Liu, ... Jun 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">Detecting slender objects with uncertainty based on keypoint-displacement representation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zelong Kong, Nian Zhang, Xinping Guan, Xinyi Le<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">End-to-end keyword search system based on attention mechanism and energy scorer for low resource languages<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Zeyu Zhao, Wei-Qiang Zhang</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
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