SineKAN: Kolmogorov-Arnold Networks using sinusoidal activation functions by Eric Reinhardt, Dinesh Ramakrishnan, Sergei Gleyzer

“…The general KAN framework uses learnable activation functions on the edges of the computational graph followed by summation on nodes. …”
Get full text

DQN-Based Shaped Reward Function Mold for UAV Emergency Communication by Chenhao Ye, Wei Zhu, Shiluo Guo, Jinyin Bai

“…In the aftermath of disasters, UAVs can be communication nodes to provide communication services for users in the area. …”
Get full text

Understanding the sport viewership experience using functional near-infrared spectroscopy by Luke R. Potwarka, Adrian B. Safati, Adam T. Pappas, Girish Ramchandani, Michael L. Naraine, Nur Gurbez, Liye Zou, Peter A. Hall

“…Those with high ego involvement might show more activation within evaluative processing nodes, and this pattern may be most pronounced during critical moments of game play. …”
Get full text

A novel approach for solving weakly singular fractional integro-differential equations by Ali Jalal Ali, Mostafa Eslami, Ali Tavakoli

Get full text

<i>Streptococcus suis</i>: A Review of Its Effects on Immune Organs by Siyu Pan, Haijuan He, Tong-Qing An, Shujie Wang

“…It is also an immunosuppressive pathogen that exerts detrimental effects on the thymus, spleen, lymph nodes, and macrophages, impairing their ability to perform their normal physiological functions. …”
Get full text

Nuclear medicine as a tool for diagnosis and targeted cancer therapy by V. I. Chernov, A. A. Medvedeva, I. G. Sinilkin, R. V. Zelchan, O. D. Bragina, E. L. Choynzonov

“…The results of our own research on the development of radiopharmaceuticals for tumor imaging and detection of sentinel lymph nodes are presented. The functional utility of radiopharmaceuticals and the prospects of their clinical use are shown.…”
Get full text

Effective Seed Scheduling for Directed Fuzzing with Function Call Sequence Complexity Estimation by Xi Peng, Peng Jia, Ximing Fan, Cheng Huang, Jiayong Liu

“…However, the distance can only reflect the relationship between the current node and the target node, and it does not consider the impact of the reaching sequence before the target node. …”
Get full text

Voxelization and one-dimensional lattice structures for industrial components using function representation by Antonio Bacciaglia, Alfredo Liverani, Alessandro Ceruti

“…Traditional computer-aided design tools struggle with lattice structures with high complexity, prompting the need for alternative approaches. While function representation techniques are commonly applied to triply periodic minimal surface lattices, their use for strut-and-node lattices has been limited. …”
Get full text

REALIZATION OF THE REGULATORY FUNCTION OF TAX TO ACCELERATE ECONOMIC MODERNIZATION IN RUSSIA AND NEW ZEALAND by Gilmutdinova Darina, Ageev Stanislav

Get full text

A study of connectivity features analysis in brain function network for dementia recognition by Siying Li, Peng Wang, Zhenfeng Li, Lidong Du, Xianxiang Chen, Jie Sun, Libin Jiang, Gang Cheng, Zhen Fang

“…In this study, we construct a brain function network based on electroencephalography data to study changes in AD and MCI patients. …”
Get full text

Correlation of functional disorders in cerebral blood flow with cognitive style of freshmen students by Elena S. Olenko, Ekaterina V. Fomina, Anna I. Kodochigova, Anton R. Kiselev, Vyacheslav F. Kirichuk

Get full text

Assessment of functional efficiency different ways to recovery system digestive after gastrectomy by A. G. Baryshev, N. V. Hachaturyan, D. A. Valyakis, A. O. Lysenko, Yu. S. Kalyncheva, M. V. Bodnya

“…A comparison of the frequency of postoperative complications functionality, characteristics of carbohydrate and protein metabolism in patients after gastrectomy with extended (D2) and standard (D1) lymph node dissection using well-known methods and developed by the authors loop ezofagenterostomii and reservoir jejunogastroplasty.…”
Get full text

Causality-aware graph neural networks for functional stratification and phenotype prediction at scale by Charalampos P. Triantafyllidis, Ricardo Aguas

“…Abstract We employ a computational framework that integrates mathematical programming and Graph Neural Networks (GNNs) to elucidate functional phenotypic heterogeneity in disease by classifying entire pathways under various conditions of interest. …”
Get full text

Left-right function of dmrt2 genes is not conserved between zebrafish and mouse. by Raquel Lourenço, Susana S Lopes, Leonor Saúde

“…We reveal that dmrt2a/terra is present in the zebrafish laterality organ, the Kupffer's vesicle, while its homologue is excluded from the mouse equivalent structure, the node. On the basis of evolutionary sub-functionalization and neo-functionalization theories we discuss this absence of functional conservation.…”
Get full text

EEG Functional Connection Analysis Based on the Weight Distribution of Convolutional Neural Network by Jinglong Wu, Peiwen Huang, Tiantian Liu, Go Ritsu, Duanduan Chen, Tianyi Yan

“…When dealing with this data, each electrode was regarded as a node in the network, and the phase lag index (PLI) was calculated to construct the functional connection matrices, which were used as inputs for the CNN classification and feature extraction. …”
Get full text

The abnormally increased functional connectivity of the locus coeruleus in migraine without aura patients by Bangli Shen, Jinming Cheng, Xi Zhang, Xiaoyuan Wu, Zhihong Wang, Xiaozheng Liu

“…Locus coeruleus (LC) is a major node in the neurovascular pathway. Exploring the functional network characteristics of LC in migraine without aura (MwoA) patients can help us gain insight into the underlying neural mechanisms in MwoA patients. …”
Get full text

Characterization and functional analysis of the BAM gene family in peanut (Arachis hypogaea L.) by Chaonan Shi, Peilin Li, Long Li, Long Li, Zhitao Qi, Tong Lu, Jinming Shi, Haodong Yang, Jin Wu, Jingyu Guo, Minghui Liu, Xiaozong Wu

“…AhBAM3 emerged as a key node within the protein-protein interaction network, then the GO analysis pinpointed starch metabolism and drought response as the primary functional enrichments for this gene family. …”
Get full text

Computational modelling reveals neurobiological contributions to static and dynamic functional connectivity patterns by Linnea Hoheisel, Linnea Hoheisel, Hannah Hacker, Gereon R Fink, Gereon R Fink, Silvia Daun, Silvia Daun, Joseph Kambeitz, Joseph Kambeitz

“…Functional connectivity (FC) is a widely used indicator of brain function in health and disease, yet its neurobiological underpinnings still need to be firmly established. …”
Get full text

IL-23 tunes inflammatory functions of human mucosal-associated invariant T cells by Laetitia Camard, Tharshana Stephen, Hanane Yahia-Cherbal, Vincent Guillemot, Sébastien Mella, Victoire Baillet, Hélène Lopez-Maestre, Daniele Capocefalo, Laura Cantini, Claire Leloup, Julie Marsande, Katherine Garro, Juan Sienes Bailo, Ambre Dangien, Natalia Pietrosemoli, Milena Hasan, Huimeng Wang, Sidonia B.G. Eckle, Anne M. Fourie, Carrie Greving, Barbara Joyce-Shaikh, Raphaelle Parker, Daniel J. Cua, Elisabetta Bianchi, Lars Rogge

“…IL-23, in particular, affects key molecules and pathways related to autoimmunity and cytotoxic functions. Integrated analysis of transcriptomes and chromatin accessibility, supported by CRISPR-Cas9 mediated deletion, shows that AP-1 transcription factors constitute a key regulatory node of the IL-23 pathway in MAIT cells. …”
Get full text

Optimal energy efficiency routing strategy based on community in mobile social network by Ying PENG, Nao WANG, Gao-cai WANG

“…An optimal energy efficiency routing strategy based on community was proposed,which minimized the network energy consumption under the given delay constraint.Firstly the expected energy consumption and delay of message delivery in the connected network were obtained through Markov chain.Then the comprehensive cost function for delivering message from source node to destination node was designed,which was combined with energy consumption and delay.Thus,the optimization function to comprehensive cost of relay node delivering message was obtained,and further the reward function of relay node was gotten.Finally the optimal expected reward of optimal relay node was achieved using the optimal stopping theory,so as to realize the optimal energy efficiency routing strategy.In simulations,the average energy consumption,the average delay and the average delivery ratio of routing optimization strategy were compared with those of other routing strategies in related literatures.The results show that the strategy proposed has smaller average energy consumption,shorter average delay and higher average delivery ratio,gaining better energy consumption optimization effect.…”
Get full text