Service function chain embedding algorithm with wireless multicast in mobile edge computing network by Kan WANG, Nan ZHAO, Junhuai LI, Huaijun WANG

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Application of integrating VC cross-connecting function with OTN system by Heping LIN, Cheng WANG, Jinliang ZHANG, Jixian CAO, Zhiying GAO, Shuai KANG

“…Due to the advantage of rigidity pipeline,SDH is irreplaceable in carrying high priority service circuit.However,it will withdraw because of equipment ageing.A solution of OTN system with VC cross-connecting function was proposed for the situation which SDH network faced,which could minimize space requirements,conserve energy,save the resource of optical fiber and reduce the operational risk while keeping the advantage of OTN high bandwidth transmission.Pilot testing proves that the system works well and accords with correlative criterion.…”
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Vertebrate TNF Superfamily: Evolution and Functional Insights by Ignacio Marín

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Performance Evaluation of Activation Functions in Deep Residual Networks for Short-Term Load Forecasting by Junchen Liu, Faisul Arif Ahmad, Khairulmizam Samsudin, Fazirulhisyam Hashim, Mohd Zainal Abidin Ab Kadir

“…This study evaluates the performance of various activation functions within DRN models, focusing on their impact on predictive precision and generalization. …”
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Paramounts of Intent-based Networking: Overview by Martins Mihaeljans, Andris Skrastins, Jurgis Porins

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CLASSIFICATION OF PHONES FOR CELLULAR NETWORKS by L. Kurbatova

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Upset Prediction in Friction Welding Using Radial Basis Function Neural Network by Wei Liu, Feifan Wang, Xiawei Yang, Wenya Li

“…Based on finite element simulations of inertia friction welding (IFW), a radial basis function (RBF) neural network was developed initially to predict the final upset for a number of welding parameters. …”
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Joint user plane function instance and base station scheduling in mobile networks by Seokwon Jang, Namseok Ko, Jaewook Lee, Yeunwoong Kyung, Haneul Ko

“…To guarantee a high data transmission rate in heterogeneous mobile networks, sufficient small base stations (SBSs) and user plane function (UPF) instances should be active. …”
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Capacity Expansion and Reliability Evaluation on the Networks Flows with Continuous Stochastic Functional Capacity by F. Hamzezadeh, H. Salehi Fathabadi

“…Here we define a real capacity, or the so-called functional capacity, which is the operational capacity of an arc. …”
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Functional dynamic network connectivity differentiates biological patterns in the Alzheimer's disease continuum by Lorenzo Pini, Lorenza Brusini, Alessandra Griffa, Federica Cruciani, Gilles Allali, Giovanni B. Frisoni, Maurizio Corbetta, Gloria Menegaz, Ilaria Boscolo Galazzo

“…Alzheimer's disease (AD) can be conceptualized as a network-based syndrome. Network alterations are linked to the molecular hallmarks of AD, involving amyloid-beta and tau accumulation, and consecutively neurodegeneration. …”
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Sophisticated perspective-takers are distinctive: Neural idiosyncrasy of functional connectivity in the mentalizing network by Yu Zhang, Chao Ma, Haiming Li, Leonardo Assumpção, Yi Liu

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Structure-Function Relationship of the Ryanodine Receptor Cluster Network in Sinoatrial Node Cells by Alexander V. Maltsev, Valeria Ventura Subirachs, Oliver Monfredi, Magdalena Juhaszova, Pooja Ajay Warrier, Shardul Rakshit, Syevda Tagirova, Anna V. Maltsev, Michael D. Stern, Edward G. Lakatta, Victor A. Maltsev

“…Furthermore, neighboring CRUs exhibited repulsive behavior. Functional properties of the CRU network were further examined in a novel numerical SANC model developed using our experimental data. …”
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Spatio-temporal dynamic functional brain network for mild cognitive impairment analysis by Shipeng Wen, Jingru Wang, Wenjie Liu, Xianglian Meng, Xianglian Meng, Zhuqing Jiao, Zhuqing Jiao

“…This study proposes a novel spatio-temporal approach for analyzing dynamic brain networks using resting-state fMRI. The method was evaluated on data from 85 subjects (33 healthy controls, 29 Early Mild Cognitive Impairment (EMCI), 23 AD) from the ADNI dataset.ResultsOur model outperformed existing techniques, achieving 83.9% accuracy and 83.1% AUC in distinguishing AD from healthy controls.DiscussionIn addition to improved classification performance, key affected regions such as left hippocampus, the right amygdala, the left inferior parietal lobe, the left olfactory cortex, the right precuneus, and the insula, were identified-areas known to be associated with memory function and early Alzheimer’s pathology. …”
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Automation of design works at development of machine drives with the use of functional semantic networks by Mironova M.N.

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Electroencephalography Artifact Removal using Optimized Radial Basis Function Neural Networks by Shoorangiz Shams Shamsabad Farahani, Mohammad Mahdi Arefi, Amir Hossein Zaeri

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Mental Fatigue Has Great Impact on the Fractal Dimension of Brain Functional Network by Gang Li, Yanting Xu, Yonghua Jiang, Weidong Jiao, Wanxiu Xu, Jianhua Zhang

“…Mental fatigue has serious negative impacts on the brain cognitive functions and has been widely explored by the means of brain functional networks with the neuroimaging technique of electroencephalogram (EEG). …”
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Associations between parental psychopathology and youth functional emotion regulation brain networks by Valerie Karl, Dani Beck, Espen Eilertsen, Carmen Morawetz, Thea Wiker, Eira R. Aksnes, Linn.B. Norbom, Lia Ferschmann, Niamh MacSweeney, Irene Voldsbekk, Ole A. Andreassen, Lars T. Westlye, Dylan G. Gee, Haakon Engen, Christian K. Tamnes

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NeuAFG: Neural Network-Based Analog Function Generator for Inference in CIM by Pengcheng Feng, Yihao Chen, Jinke Yu, Zhelong Jiang, Junjia Su, Qian Zhou, Hao Yue, Zhigang Li, Haifang Jian, Huaxiang Lu, Wan'Ang Xiao, Gang Chen

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CHECKING THE FUNCTIONALITY OF A NETWORK ON DATA EXCHANGE BETWEEN THE DEVICES ON THE DIGITAL SUBSTATION by Daria Tuchina, Aleksey Starchenko, Tatyan Strebkova, Julia Pitko

“…A special place is occupied by the program of Digitization of the electric grid complex of the Russian Federation, according to which 40 digital substations will function by the year 2025. Maintenance of such systems as compared with traditional ones is generally simpler, but they have somewhat different requirements -requirements for the information network. …”
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Alterations in static and dynamic functional network connectivity in subcortical vascular cognitive impairment by Haixia Mao, Yachen Shi, Qianqian Gao, Min Xu, Xiaoyun Hu, Feng Wang, Xiangming Fang

Subjects: “…Functional network connectivity…”
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