<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=us-ascii">
<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:Aptos;}
@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:12.0pt;
font-family:"Aptos",sans-serif;
mso-ligatures:standardcontextual;}
a:link, span.MsoHyperlink
{mso-style-priority:99;
color:#467886;
text-decoration:underline;}
span.EmailStyle17
{mso-style-type:personal-compose;
font-family:"Aptos",sans-serif;
color:windowtext;}
.MsoChpDefault
{mso-style-type:export-only;}
@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="#467886" vlink="#96607D" style="word-wrap:break-word">
<div class="WordSection1">
<p class="MsoNormal">Neural Networks - Volume 176, August 2024<o:p></o:p></p>
<p class="MsoNormal"><a href="https://www.journals.elsevier.com/neural-networks">https://www.journals.elsevier.com/neural-networks</a><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Bridging flexible goal-directed cognition and consciousness: The Goal-Aligning Representation Internal Manipulation theory<o:p></o:p></p>
<p class="MsoNormal">Giovanni Granato, Gianluca Baldassarre<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Online continual decoding of streaming EEG signal with a balanced and informative memory buffer<o:p></o:p></p>
<p class="MsoNormal">Tiehang Duan, Zhenyi Wang, Fang Li, Gianfranco Doretto, ... Cui Tao<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Interactive attack-defense for generalized person re-identification<o:p></o:p></p>
<p class="MsoNormal">Huafeng Li, Chen Zhang, Zhanxuan Hu, Yafei Zhang, Zhengtao Yu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Multi-scale full spike pattern for semantic segmentation<o:p></o:p></p>
<p class="MsoNormal">Qiaoyi Su, Weihua He, Xiaobao Wei, Bo Xu, Guoqi Li<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Neural critic learning with accelerated value iteration for nonlinear model predictive control<o:p></o:p></p>
<p class="MsoNormal">Peng Xin, Ding Wang, Ao Liu, Junfei Qiao<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Ensuring spatial scalability with temporal-wise spatial attentive pooling for temporal action detection<o:p></o:p></p>
<p class="MsoNormal">Ho-Joong Kim, Seong-Whan Lee<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Multi-modal long document classification based on Hierarchical Prompt and Multi-modal Transformer<o:p></o:p></p>
<p class="MsoNormal">Tengfei Liu, Yongli Hu, Junbin Gao, Jiapu Wang, ... Baocai Yin<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Contrastive Prototype-Guided Generation for Generalized Zero-Shot Learning<o:p></o:p></p>
<p class="MsoNormal">Yunyun Wang, Jian Mao, Chenguang Guo, Songcan Chen<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Unsupervised Bidirectional Contrastive Reconstruction and Adaptive Fine-Grained Channel Attention Networks for image dehazing<o:p></o:p></p>
<p class="MsoNormal">Hang Sun, Yang Wen, Huijing Feng, Yuelin Zheng, ... Mei Yu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Span-based few-shot event detection via aligning external knowledge<o:p></o:p></p>
<p class="MsoNormal">Tongtao Ling, Lei Chen, Yutao Lai, Hai-Lin Liu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Solving the non-submodular network collapse problems via Decision Transformer<o:p></o:p></p>
<p class="MsoNormal">Kaili Ma, Han Yang, Shanchao Yang, Kangfei Zhao, ... Yu Rong<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Salience Interest Option: Temporal abstraction with salience interest functions<o:p></o:p></p>
<p class="MsoNormal">Xianchao Zhu, Liang Zhao, William Zhu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Multimodal information bottleneck for deep reinforcement learning with multiple sensors<o:p></o:p></p>
<p class="MsoNormal">Bang You, Huaping Liu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">TGIN: Document-level event extraction with two-phase graph inference network<o:p></o:p></p>
<p class="MsoNormal">Yu Zhong, Bo Shen, Tao Wang<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Towards complex dynamic physics system simulation with graph neural ordinary equations<o:p></o:p></p>
<p class="MsoNormal">Guangsi Shi, Daokun Zhang, Ming Jin, Shirui Pan, Philip S. Yu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Blinding and blurring the multi-object tracker with adversarial perturbations<o:p></o:p></p>
<p class="MsoNormal">Haibo Pang, Rongqi Ma, Jie Su, Chengming Liu, ... Qun Jin<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Long-term causal effects estimation via latent surrogates representation learning<o:p></o:p></p>
<p class="MsoNormal">Ruichu Cai, Weilin Chen, Zeqin Yang, Shu Wan, ... Jiecheng Guo<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">SEGAL time series classification — Stable explanations using a generative model and an adaptive weighting method for LIME<o:p></o:p></p>
<p class="MsoNormal">Han Meng, Christian Wagner, Isaac Triguero<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Life regression based patch slimming for vision transformers<o:p></o:p></p>
<p class="MsoNormal">Jiawei Chen, Lin Chen, Jiang Yang, Tianqi Shi, ... Mingli Song<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Learning shared template representation with augmented feature for multi-object pose estimation<o:p></o:p></p>
<p class="MsoNormal">Qifeng Luo, Ting-Bing Xu, Fulin Liu, Tianren Li, Zhenzhong Wei<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">SLTRN: Sample-level transformer-based relation network for few-shot classification<o:p></o:p></p>
<p class="MsoNormal">Zhe Sun, Wang Zheng, Mingyang Wang<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Any region can be perceived equally and effectively on rotation pretext task using full rotation and weighted-region mixture<o:p></o:p></p>
<p class="MsoNormal">Wei Dai, Tianyi Wu, Rui Liu, Min Wang, ... Jun Liu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">G2ViT: Graph Neural Network-Guided Vision Transformer Enhanced Network for retinal vessel and coronary angiograph segmentation<o:p></o:p></p>
<p class="MsoNormal">Hao Xu, Yun Wu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Composite attention mechanism network for deep contrastive multi-view clustering<o:p></o:p></p>
<p class="MsoNormal">Tingting Du, Wei Zheng, Xingang Xu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Learning active subspaces and discovering important features with Gaussian radial basis functions neural networks<o:p></o:p></p>
<p class="MsoNormal">Danny D’Agostino, Ilija Ilievski, Christine Annette Shoemaker<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">A deep reinforcement learning algorithm framework for solving multi-objective traveling salesman problem based on feature transformation<o:p></o:p></p>
<p class="MsoNormal">Shijie Zhao, Shenshen Gu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Binary matrix factorization via collaborative neurodynamic optimization<o:p></o:p></p>
<p class="MsoNormal">Hongzong Li, Jun Wang, Nian Zhang, Wei Zhang<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Dual-learning Multi-hop Nonnegative Matrix Factorization for community detection<o:p></o:p></p>
<p class="MsoNormal">Xu Bai, Bilian Chen, Zhijian Zhuo<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Learning dynamic graph representations through timespan view contrasts<o:p></o:p></p>
<p class="MsoNormal">Yiming Xu, Zhen Peng, Bin Shi, Xu Hua, Bo Dong<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Uncertainty-guided label correction with wavelet-transformed discriminative representation enhancement<o:p></o:p></p>
<p class="MsoNormal">Tingting Wu, Xiao Ding, Hao Zhang, Minji Tang, ... Ting Liu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Tackling the curse of dimensionality with physics-informed neural networks<o:p></o:p></p>
<p class="MsoNormal">Zheyuan Hu, Khemraj Shukla, George Em Karniadakis, Kenji Kawaguchi<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">The role of directed cycles in a directed neural network<o:p></o:p></p>
<p class="MsoNormal">Qinrui Dai, Jin Zhou, Zhengmin Kong<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">A proximal neurodynamic model for a system of non-linear inverse mixed variational inequalities<o:p></o:p></p>
<p class="MsoNormal">Anjali Upadhyay, Rahul Pandey<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Decentralized stochastic sharpness-aware minimization algorithm<o:p></o:p></p>
<p class="MsoNormal">Simiao Chen, Xiaoge Deng, Dongpo Xu, Tao Sun, Dongsheng Li<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Mixing neural networks, continuation and symbolic computation to solve parametric systems of non linear equations<o:p></o:p></p>
<p class="MsoNormal">J.-P. Merlet<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">On the Kolmogorov neural networks<o:p></o:p></p>
<p class="MsoNormal">Aysu Ismayilova, Vugar E. Ismailov<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Adaptive penalty-based neurodynamic approach for nonsmooth interval-valued optimization problem<o:p></o:p></p>
<p class="MsoNormal">Linhua Luan, Xingnan Wen, Yuhan Xue, Sitian Qin<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Improved weight initialization for deep and narrow feedforward neural network<o:p></o:p></p>
<p class="MsoNormal">Hyunwoo Lee, Yunho Kim, Seung Yeop Yang, Hayoung Choi<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Distributed adaptive robust containment control for reaction–diffusion neural networks with external disturbances under directed graphs<o:p></o:p></p>
<p class="MsoNormal">Qian Qiu, Housheng Su<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Fast synchronization control and application for encryption-decryption of coupled neural networks with intermittent random disturbance<o:p></o:p></p>
<p class="MsoNormal">Xianghui Zhou, Jinde Cao, Zhi-Hong Guan, Xin Wang, Fanchao Kong<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">FPGA-based fast bin-ratio spiking ensemble network for radioisotope identification<o:p></o:p></p>
<p class="MsoNormal">Shouyu Xie, Edward Jones, Siru Zhang, Edward Marsden, ... Alister Hamilton<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">TFRS: A task-level feature rectification and separation method for few-shot video action recognition<o:p></o:p></p>
<p class="MsoNormal">Yanfei Qin, Baolin Liu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">A Joint Time-Frequency Domain Transformer for multivariate time series forecasting<o:p></o:p></p>
<p class="MsoNormal">Yushu Chen, Shengzhuo Liu, Jinzhe Yang, Hao Jing, ... Guangwen Yang<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">DCDLN: A densely connected convolutional dynamic learning network for malaria disease diagnosis<o:p></o:p></p>
<p class="MsoNormal">Zhijun Zhang, Cheng Ding, Mingyang Zhang, YaMei Luo, Jiajie Mai<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">High-performance deep spiking neural networks via at-most-two-spike exponential coding<o:p></o:p></p>
<p class="MsoNormal">Yunhua Chen, Ren Feng, Zhimin Xiong, Jinsheng Xiao, Jian K. Liu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Channel reflection: Knowledge-driven data augmentation for EEG-based brain–computer interfaces<o:p></o:p></p>
<p class="MsoNormal">Ziwei Wang, Siyang Li, Jingwei Luo, Jiajing Liu, Dongrui Wu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">LordNet: An efficient neural network for learning to solve parametric partial differential equations without simulated data<o:p></o:p></p>
<p class="MsoNormal">Xinquan Huang, Wenlei Shi, Xiaotian Gao, Xinran Wei, ... Tie-Yan Liu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">A novel garment transfer method supervised by distilled knowledge of virtual try-on model<o:p></o:p></p>
<p class="MsoNormal">Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, ... Jianrong Tan<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Threshold learning algorithm for memristive neural network with binary switching behavior<o:p></o:p></p>
<p class="MsoNormal">Sangwook Youn, Yeongjin Hwang, Tae-Hyeon Kim, Sungjoon Kim, ... Hyungjin Kim<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Local spatial and temporal relation discovery model based on attention mechanism for traffic forecasting<o:p></o:p></p>
<p class="MsoNormal">Chenyang Xu, Changqing Xu<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">DeforT: Deformable transformer for visual tracking<o:p></o:p></p>
<p class="MsoNormal">Kai Yang, Qun Li, Chunwei Tian, Haijun Zhang, ... Jinkai Li<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
</div>
</body>
</html>