Maximizing theoretical and practical storage capacity in single-layer feedforward neural networks by Zane Z. Chou, Jean-Marie C. Bouteiller, Jean-Marie C. Bouteiller, Jean-Marie C. Bouteiller, Jean-Marie C. Bouteiller

“…In this study, we characterize the theoretical maximum memory capacity of single-layer feedforward networks as a function of these parameters. We derive analytical expressions for maximum theoretical memory capacity and introduce a grid-based construction and sub-sampling method for pattern generation that takes advantage of the full storage potential of the network. …”
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Temporal and Spatial Evolution and Driving Force Analysis of Water Conservation Function in Yunnan Province Based on Climate and Land Use Change by LIU Fengru, ZHAO Junsan, LIN Yilin, CHEN Guoping, ZHANG Longjiang, PENG Sufen

“…[Objective] Exploring the water-holding function is an important way to cope with future climate change. …”
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PARETO-OPTIMAL REGION OF MASS-TRAJECTORY PARAMETERS OF TRANSFORMER AVIATION SYSTEM by Yurii K. Ziatdinov, Albert M. Voronin, Oleksandr Y. Permiakov, Ihor D. Varlamov

“…Using the methods of matrix analysis and linear algebra, Pare to-optimal region variants of construction for transformers aviation system was generated. …”
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Power Grid Scale Prediction and Optimization Needs Based on Policy Requirements of Modern Infrastructure System by Xin TIAN, Linyu WANG, Xingpei JI, Xinyang HAN

“…In addition, the requirements for power grid layout structure function and system integration optimization in building a modern infrastructure system are put forward, providing a reference for the investment and construction of power grid infrastructure.…”
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The Character of Bamsı Beyrek in “İç Oğuza Taş Oğuz Asi Olup Beyrek Öldüğü Boy” and the Functional Model of Thematic Structure by Ruşen Alizade

“…The study identifies the cult-based framework of the oppositions reflected in the thematic structure, restores the transformative elements of the topical construction, and discovers the functional model of the status changing ritual.…”
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Development of a numerical method for solving optimization problems approximation of the function given approximately and its derivatives based on the variational approach by Igor Naats, Victoria Igorevna Naats, Elena Yartseva

“…Materials and methods of research: the paper studies the methods of representation of functions given approximately by their singular integrals in relation to the approximation problems, both the functions themselves and their derivatives. …”
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Enhancing dye rejection and antifouling resistance of thin film nanocomposite nanofiltration membranes by the incorporation of glutamic acid functionalized graphene oxide by Khona Maziya, Izak Kotze, Heidi Lynn Richards

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А Method and a Device for Evaluating the Functional State of Microcirculatory-Tissue Systems of the Human Body Based on Multiparametric Optical Diagnostics by A. V. Dunaev

“…The statistical indicators of the developed diagnostic methods are given, the principle of the device construction is described.Results. An original method and principle for constructing a device for assessing the functional state of microcirculatory-tissue systems of the human body based on multiparametric optical diagnostics has been developed.Conclusion. …”
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Development of evaluation index system for functional ability of older patients with stroke based on healthy aging: a modified Delphi study by Wei Zhang, Wei Zhang, Wei Zhang, Xiu-bin Tao, Xiao-li Fan, Ai-ping Wang

“…BackgroundThe prevalence of stroke in the older population is high and it is critical to promote and maintain the functional status of older patients post stroke. Health measures centered on functional ability can scientifically reflect the health status of older individuals. …”
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MODEL OF THE PROCESS OF FUNCTIONING OF THE INFORMATION PROTECTION SYSTEM FROM UNAUTHORIZED ACCESS CREATED IN THE SOFTWARE ENVIRONMENT OF IMITATION MODELING "CPN TOOLS" by O. I. Bokova, I. G. Drovnikov, A. D. Popov, E. A. Rogozin

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Additive manufacturing toward 2D and 3D freeform lattices with conforming compliant bi-/multi-stable tiles by Gershon Elber

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Analysis of Urban-Rural Coupling Coordination Based on Production,Living, and Ecological Functions in the Pearl River-Xijiang River Economic Belt by ZHANG Jianlong, LUO Jiangling, JIA Yanhong, XIE Ling

“…This paper studied the urban-rural system of the Pearl River-Xijiang River economic belt and constructed an evaluation index system for the integration of urban and rural areas in the Pearl River-Xijiang River economic belt from the perspective of production,living,and ecological functions. …”
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Spatial proximity effects on cognitive processing of multimedia learning among college students: evidence from functional near-infrared spectroscopy by Yan Ma, Yan Ma, Qiuyue Peng, Qiuyue Peng, Bowen Long, Bowen Long

“…AimFrom a cognitive perspective, the spatial proximity effect suggests that during the process of the brain processing information, the degree of information processing and construction varies with spatial distance. However, most previous studies mainly relied on behavioral experiments.MethodsTo investigate the neural mechanisms underlying the spatial proximity effect, this study employed functional near-infrared spectroscopic imaging (fNIRS) to monitor and analyze the neural activity in the prefrontal cortex of 36 college students while they engaged in learning tasks with different graphic formats (proximity vs. separation). …”
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Green function for the problem of sound radiation by a circular sound source located near two-wall corner and three-wall corner by W.J. Rdzanek, W.P. Rdzanek

“…The construction of the Green functions for the Neumann boundary value problems of the Helmholtz equation at the two-wall corner and the three-wall corner has been described. …”
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THE USE OF PARABOLIC SPLINEES IN CAD OF LINEAR STRUCTURES by V. I. Struchenkov

“…The task is to find a line that satisfies all technical constraints and gives a minimum of a given functional, for example, construction costs. The unknown extremal is a parabolic spline, that is, a plane curve, the elements of which are parabolas of the second order conjugated by line segments. …”
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Tai Chi as a mind-body exercise modulates endothelial function in coronary artery disease: A randomized clinical trial by Yameng Li, Cuihan Li, Jiansheng Wen, Meize Cui, Qiuyang Wei, Mingyu Liu, Zaihao Chen, Hui Fang, Linli Liu, Jiahao Fu, Jianwei Zhang, Shaojun Lyu

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Associations of dietary choline intake and kidney function with hyperuricemia in Chinese children and adolescents: a cross-sectional studyResearch in context by Chengping Li, Jing Li, Zhiquan Diao, Lianhong Chen, Siwen Yu, Lianlong Yu, Qianrang Zhu, Xiaomei Dong, Yiya Liu, Tao Liu, Dan Liu

“…We aim to investigate the associations between choline intake and hyperuricemia (HUA), as well as the mediating role of kidney function in this relationship, among the Chinese population aged 6–17 years. …”
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Multi-dimensional feature extraction of EEG signal and its application in stroke classification by Teng Wang, Wenhui Jia, Fenglian Li, Xirui Liu, Xueying Zhang, Fengyun Hu

“…Abstract Feature extraction based on EEG signals and construction of classification models using machine learning methods are key to intelligent assisted diagnosis of brain diseases (such as stroke classification). …”
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Structural Damage Detection Based on Sparrow Search Algorithm by Ziyan Ma, Xi Peng, Fengjiang Qin, Qiuwei Yang, Bin Xu

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Multi-Scale Spatiotemporal Feature Enhancement and Recursive Motion Compensation for Satellite Video Geographic Registration by Yu Geng, Jingguo Lv, Shuwei Huang, Boyu Wang

“…Satellite video geographic alignment can be applied to target detection and tracking, true 3D scene construction, image geometry measurement, etc., which is a necessary preprocessing step for satellite video applications. …”
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