Identification of Alzheimer’s disease biomarkers and their immune function characterization by Mingkai Lin, Yue Zhou, Peixian Liang, Ruoyi Zheng, Minwei Du, Xintong Ke, Wenjing Zhang, Pei Shang

“…Then, we elaborated the expression characteristics and immune functions of the above biomarkers by scRNA-seq (single-cell RNA sequencing) data analysis (GSM4996463 and GSM4996462) and immune infiltration analysis. …”
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Adaptive Multi-Function Radar Temporal Behavior Analysis by Zhenjia Xu, Qingsong Zhou, Zhihui Li, Jialong Qian, Yi Ding, Qinxian Chen, Qiyun Xu

“…As a transitional phase towards Cognitive Multi-Functional Radar (CMFR), Adaptive Multi-Function Radar (AMFR) possesses the capability to emit identical waveform signals across different working modes and states for task completion, with dynamically adjustable waveform parameters that adapt based on scene information. …”
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Hardware assurance with silicon photonic physical unclonable functions by Mohammad Amin Mahdian, Ebadollah Taheri, Kaveh Rahbardar Mojaver, Mahdi Nikdast

“…Abstract In the modern landscape of optical communication networks, ensuring robust security is increasingly critical, particularly for applications requiring seamless integration and minimal attack surfaces. …”
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Reshaped functional connectivity gradients in acute ischemic stroke by Cemal Koba, Joan Falcó-Roget, Alessandro Crimi

“…Additionally, we identified significant functional deviations primarily within somatomotor, visual, and ventral attention networks, correlating with behavioral impairments. …”
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Predictors of functional communication in people with aphasia after stroke by Adriana Fernandes, Helena Fraga-Maia, Iara Maso, Isabela Guimarães Matos, Lene Gomes, Matheus Matos, Andressa Santana, Jamary Oliveira-Filho, Pedro Antônio de Jesus, Elen Beatriz Pinto

“…Aphasia can negatively impact functional communication skills, including social networks, social activities, relationships with other people and social support. …”
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Legal aspects of functional security standardisation of the Internet of Things by P. S. Klimushyn, V. Ye. Roh, T. P. Kolisnyk

“…The functional security of the Internet of Things has been studied in terms of the security function, security completeness and resilience, which are subject to regulation in the technical requirements for the product being designed. …”
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Advances in preparation and application of coal-based functional nanomaterials by Shenyong LI, Shenjun QIN, Changquan MEN, Jiajia HOU, Dawei LYU, Xue ZHENG, Wei PANG, Longlong HAO, Daoyuan ZHAO, Shaozhuo ZHANG

“…The polycyclic aromatic hydrocarbon networks in coal’s organic matter and inorganic components like aluminosilicates provide structural units for functional materials: The former can be transformed into zero-dimensional carbon quantum dots, two-dimensional graphene, and carbon nanotubes through directed carbon rearrangement, while the latter can be reconstructed into nanoporous systems such as zeolites and mesoporous materials. …”
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Repeated net-tDCS of the hypothalamus appetite-control network enhances inhibitory control and decreases sweet food intake in persons with overweight or obesity by Theresa Ester-Nacke, Ralf Veit, Julia Thomanek, Magdalena Book, Lukas Tamble, Marie Beermann, Dorina Löffler, Ricardo Salvador, Giulio Ruffini, Martin Heni, Andreas L. Birkenfeld, Christian Plewnia, Hubert Preissl, Stephanie Kullmann

“…Conclusion: Our study suggests that modulating hypothalamic functional network connectivity patterns via net-tDCS may improve food choice and inhibitory control.…”
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Perspectives of integration of educational disciplines «Informational Networks and Systems» and «Bibliology» for students of specialty 51.03.06 Library and Information Activities... by J. V. Gushul, A. V. Mikhailova

“…This article describes an innovative integration project in two disciplines - «Informational Networks and Systems» and «Bibliography», which is a lab to create a site on the specific theme.It should be revealed how interdisciplinary integration project increases the efficiency of the educational process, provides enhanced knowledge, shows the possibility of their practical use and, more importantly, allows you to simulate the information environment and develop skills for the implementation of the integrative function in the future professional activity. …”
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Stability of Stochastic Delayed Recurrent Neural Networks by Hongying Xiao, Mingming Xu, Yuanyuan Zhang, Shengquan Weng

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Research and practice on self-organization architecture of smart pipe in mobile internet by Fei XUE, Yuhui XU, Liang ZHANG, Ying LI

Subjects: “…smart pipe;integrated policy control function;self-organization network;recurrent neural network…”
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Adaptive routing and wavelength assignment method based on SDN by Zhongnan ZHAO, Jian WANG, Hongwei GUO

Subjects: “…software defined network…”
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Analysis of the PointNet neural network architecture by L. A. Shchenyavskaya, D. A. Gura, R. A. Dyachenko

“…A comparative analysis of the classification of 2d and 3d objects was carried out, the layers and functions through which classification occurs were studied in detail. …”
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Distributionally robust Lyapunov–Barrier Networks for safe and stable control under uncertainty by Ali Baheri

“…We propose distributionally robust Lyapunov–Barrier networks (DR-LBNs), a novel framework that unifies control Lyapunov functions, control barrier functions, and distributionally robust optimization. …”
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Adaptive Nonlinear Proportional–Integral–Derivative Control of a Continuous Stirred Tank Reactor Process Using a Radial Basis Function Neural Network by Joo-Yeon Lee, Gang-Gyoo Jin, Gun-Baek So

“…The nonlinear gain that dynamically scales the error fed to the integrator is enhanced for optimized performance. The network’s ability to approximate nonlinear functions and its online learning capabilities are leveraged by effectively integrating an NPID control scheme with a radial basis function neural network (RBFNN). …”
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Power quality enhancement based disturbance rejection controller in microgrid system using walrus optimization algorithm and multi-functional recurrent fuzzy neural network by Ali M.H. Al Thaiban, Akram Elmitwally, Abdelhady Ghanem, Ahmed I. Omar

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MiRNA-mRNA network in osteoporotic fractures proposes the functional mechanism of hsa-miR-32-3p/TNFSF11 axis by Yukai Zeng, Bo Zhao, Jiawei Gong, Qingfeng Zhang, Fei Yang

“…Abstract Background and aims This study aimed to construct a miRNA-mRNA network in OF and explored the effect of the hsa-miR-32-3p/TNFSF11 axis on osteoclast function. …”
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konnect2prot 2.0: Integrating advanced analytical tools for deeper understanding of protein properties in a functional protein-protein interaction network by Shivam Kumar, Abhinav Agarwal, Dipanka Tanu Sarmah, Samrat Chatterjee

“…Proteins work in coordination to catalyze and regulate all biological activities and drive cellular functions. The collective behavior of proteins is studied through protein-protein interaction (PPI) networks, which provide a system-level understanding of their regulatory behavior. konnect2prot (k2p) is a web application that generates a context-specific directional PPI network from a list of proteins as input. …”
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Factors associated with functional health literacy and the quality of life of riverside residents served by the primary care network in the Brazilian amazon: a cross-sectional study by Ana Kedma Correa Pinheiro, Carlos Eduardo Raymundo, Eliene do Socorro da Silva Santos, Marcio Yrochy Saldanha dos Santos, Adriana de Oliveira Sarefino, Maria Helena do Nascimento Souza, Ingrid Bentes Lima, Raquel Gomes da Silva, Laura Maria Vidal Nogueira

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Priority Colonization of Endophytic Fungal Strains Drives Litter Decomposition and Saprotroph Assembly via Functional Trait Selection in Karst Oak Forests by Dongmei Yang, Zaihua He, Yonghui Lin, Xingbing He, Xiangshi Kong

“…Our findings demonstrate that endophytes hierarchically regulate decomposer communities through phylogenetically conserved fungal interactions, prioritizing functional trait selection over competitive dominance, thereby stabilizing decomposition under nutrient constraints. …”
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