<html xmlns:v="urn:schemas-microsoft-com:vml" xmlns:o="urn:schemas-microsoft-com:office:office" xmlns:w="urn:schemas-microsoft-com:office:word" xmlns:m="http://schemas.microsoft.com/office/2004/12/omml" xmlns="http://www.w3.org/TR/REC-html40">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=iso-8859-1">
<meta name="Generator" content="Microsoft Word 15 (filtered medium)">
<style><!--
/* Font Definitions */
@font-face
{font-family:"Cambria Math";
panose-1:2 4 5 3 5 4 6 3 2 4;}
@font-face
{font-family:DengXian;
panose-1:2 1 6 0 3 1 1 1 1 1;}
@font-face
{font-family:Calibri;
panose-1:2 15 5 2 2 2 4 3 2 4;}
@font-face
{font-family:"\@DengXian";
panose-1:2 1 6 0 3 1 1 1 1 1;}
/* Style Definitions */
p.MsoNormal, li.MsoNormal, div.MsoNormal
{margin:0in;
font-size:11.0pt;
font-family:"Calibri",sans-serif;}
a:link, span.MsoHyperlink
{mso-style-priority:99;
color:#0563C1;
text-decoration:underline;}
span.EmailStyle17
{mso-style-type:personal-compose;
font-family:"Calibri",sans-serif;
color:windowtext;}
.MsoChpDefault
{mso-style-type:export-only;
font-family:"Calibri",sans-serif;}
@page WordSection1
{size:8.5in 11.0in;
margin:1.0in 1.0in 1.0in 1.0in;}
div.WordSection1
{page:WordSection1;}
--></style><!--[if gte mso 9]><xml>
<o:shapedefaults v:ext="edit" spidmax="1026" />
</xml><![endif]--><!--[if gte mso 9]><xml>
<o:shapelayout v:ext="edit">
<o:idmap v:ext="edit" data="1" />
</o:shapelayout></xml><![endif]-->
</head>
<body lang="EN-US" link="#0563C1" vlink="#954F72" style="word-wrap:break-word">
<div class="WordSection1">
<p class="MsoNormal"><span style="font-size:12.0pt">Neural Networks - Volume 145, January 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">Editorial: Continual growth and a transition<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Kenji Doya, Taro Toyoizumi, 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">Multi-view graph embedding clustering network: Joint self-supervision and block diagonal representation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wei Xia, Sen Wang, Ming Yang, Quanxue Gao, ... 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">Generalized attention-weighted reinforcement learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Lennart Bramlage, Aurelio Cortese<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">New effective approach to quasi synchronization of coupled heterogeneous complex networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Tianping 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">Meta-learning, social cognition and consciousness in brains and machines<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Angela Langdon, Matthew Botvinick, Hiroyuki Nakahara, Keiji Tanaka, ... Ryota Kanai<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">Reinforcement learning and its connections with neuroscience and psychology<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ajay Subramanian, Sharad Chitlangia, Veeky Baths<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">Minimum spanning tree based graph neural network for emotion classification using EEG<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Hanjie Liu, Jinren Zhang, Qingshan Liu, 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 complementary learning approach for expertise transference of human-optimized controllers<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Adolfo Perrusquía<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">Interpolation consistency training for semi-supervised learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Vikas Verma, Kenji Kawaguchi, Alex Lamb, Juho Kannala, ... David Lopez-Paz<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 policy scheduling for text augmentation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Shuokai Li, Xiang Ao, Feiyang Pan, 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">Cross-attention-map-based regularization for adversarial domain adaptation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jingwei Li, Huanjie Wang, Ke Wu, Chengbao Liu, Jie 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">Zenithal isotropic object counting by localization using adversarial training<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Javier Rodriguez-Vazquez, Adrian Alvarez-Fernandez, Martin Molina, Pascual Campoy<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">Epistemic uncertainty quantification in deep learning classification by the Delta method<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Geir K. Nilsen, Antonella Z. Munthe-Kaas, Hans J. Skaug, Morten Brun<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">IC neuron: An efficient unit to construct neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Junyi An, Fengshan Liu, Furao Shen, Jian Zhao, ... Kepan 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">Detecting out-of-distribution samples via variational auto-encoder with reliable uncertainty estimation<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xuming Ran, Mingkun Xu, Lingrui Mei, Qi Xu, Quanying 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">GuidedStyle: Attribute knowledge guided style manipulation for semantic face editing<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xianxu Hou, Xiaokang Zhang, Hanbang Liang, Linlin Shen, ... Jun Wan<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">Sparsity-control ternary weight networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Xiang Deng, Zhongfei 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">Exploiting dynamic spatio-temporal graph convolutional neural networks for citywide traffic flows prediction<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ahmad Ali, Yanmin Zhu, Muhammad Zakarya<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">Curriculum learning with Hindsight Experience Replay for sequential object manipulation tasks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">B. Manela, A. Biess<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">Structure inference of networked system with the synergy of deep residual network and fully connected layer network<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Keke Huang, Shuo Li, Wenfeng Deng, Zhaofei Yu, Lei 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">Multi-level attention pooling for graph neural networks: Unifying graph representations with multiple localities<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Takeshi D. Itoh, Takatomi Kubo, Kazushi Ikeda<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">Nostradamus: A novel event propagation prediction approach with spatio-temporal characteristics in non-Euclidean space<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Haizhou Du, Yan 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">LGN-CNN: A biologically inspired CNN architecture<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Federico Bertoni, Giovanna Citti, Alessandro Sarti<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 capabilities of neural networks on unbounded domains<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Ming-Xi Wang, Yang 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">Probabilistic generative modeling and reinforcement learning extract the intrinsic features of animal behavior<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Keita Mori, Naohiro Yamauchi, Haoyu Wang, Ken Sato, ... Yuichi Iino<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">On the capacity of deep generative networks for approximating distributions<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">Exponential synchronization of coupled neural networks under stochastic deception attacks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Huihui Zhang, Lulu Li, Xiaodi 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">Convergence analysis of AdaBound with relaxed bound functions for non-convex optimization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jinlan Liu, Jun Kong, Dongpo Xu, Miao Qi, Yinghua 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">Fractional-order discontinuous systems with indefinite LKFs: An application to fractional-order neural networks with time delays<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">K. Udhayakumar, Fathalla A. Rihan, R. Rakkiyappan, 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">Event-based master–slave synchronization of complex-valued neural networks via pinning impulsive control<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Yuan Shen, Xinzhi 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">Enriching query semantics for code search with reinforcement learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Chaozheng Wang, Zhenhao Nong, Cuiyun Gao, Zongjie Li, ... Yang 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">Cardinality-constrained portfolio selection based on collaborative neurodynamic optimization<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Man-Fai Leung, 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">FCL-Net: Towards accurate edge detection via Fine-scale Corrective Learning<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Wenjie Xuan, Shaoli Huang, Juhua Liu, Bo Du<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">Cycle-consistent Adversarial Adaptation Network and its application to machine fault diagnosis<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Jinyang Jiao, Jing Lin, Ming Zhao, Kaixuan Liang, Chuancang 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">FOREX rate prediction improved by Elliott waves patterns based on neural networks<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt">Robert Jarusek, Eva Volna, Martin Kotyrba<o:p></o:p></span></p>
</div>
</body>
</html>