Polynomial bounds for VC dimension of sigmoidal and general Pfaffian neural networks by Karpinski, M, Macintyre, A

“…<p>We introduce a new method for proving explicit upper bounds on the VC dimension of general functional basis networks and prove as an application, for the first time, that the VC dimension of analog neural networks with the sigmoidal activation function <em>σ(y)=1/1+e^−y</em> is bounded by a quadratic polynomial <em>O((lm)²)</em> in both the number <em>l</em> of programmable parameters, and the number <em>m</em> of nodes. …”

Residual stresses in Linear Friction Welding of aluminium alloys by Song, X, Xie, M, Hofmann, F, Jun, T, Connolley, T, Reinhard, C, Atwood, R, Connor, L, Drakopoulos, M, Harding, S, Korsunsky, A

“…Model validated by the multi-detector polychromatic synchrotron X-ray experimental data were used to study the distribution of residual stresses distribution in the Linear Friction Welded (LFW) pieces to provide a general function to describe the residual stresses distribution. …”

Cognitive functions following initiation of antipsychotic medication in adolescents and adults at clinical high risk for psychosis: a naturalistic sub group analysis using the MATR... by TianHong Zhang, YanYan Wei, XiaoChen Tang, HuiRu Cui, LiHua Xu, YeGang Hu, YingYing Tang, Qiang Hu, HaiChun Liu, ZiXuan Wang, Tao Chen, ChunBo Li, JiJun Wang

“…The Adolescent-AP+ group had more positive symptoms, lower general functions, and cognitive impairments than the Adolescent-AP− group at baseline, but no significant differences were observed among adults. …”
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The course of borderline personality disorder from adolescence to early adulthood: A 5-year follow-up study by Mie Sedoc Jørgensen, Lise Møller, Sune Bo, Mickey Kongerslev, Lene Halling Hastrup, Andrew Chanen, Ole Jakob Storebø, Stig Poulsen, Emma Beck, Erik Simonsen

“…Attention deficit hyperactivity disorder (ADHD), alcohol, substance and tobacco use, posttraumatic stress disorder (PTSD), complex PTSD, and general functioning were assessed using self-report instruments. …”
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The gender-specific reactions of student's central nervous system to physical loads by Anatolii Bosenko, Nadiia Orlyk, Mariia Topchii, Yevhen Mykhaliuk, Yehor Horokhovskyi

“…A second assessment of the general functional state of the brain of students revealed that the average group values of indicators of the general functional state of the brain are within the age and gender norms. …”
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Global stability of a general HTLV-I infection model with Cytotoxic T-Lymphocyte immune response and mitotic transmission by A.M. Elaiw, A.S. Shflot, A.D. Hobiny

“…The incidence rate of infection is also modeled by a general nonlinear function. These general functions are assumed to satisfy a set of suitable conditions and include several forms presented in the literature. …”
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Effects of the “Spinomed active” orthosis on chronic back pain in kyphotic women with osteoporotic vertebral fractures three months and older: A randomized controlled study by Matthias Hettchen, Sebastian Willert, Simon von Stengel, Matthias Kohl, Wolfgang Kemmler, Wolfgang Kemmler

“…Study outcomes were back pain intensity, kyphosis angle, trunk strength, back pain induced- and general function and disability, functional ability (chair-rise test) and respiratory function. …”
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Composition and function of P bodies in Arabidopsis thaliana by Luis David Maldonado-Bonilla

“…Their assembly implies the aggregation of specific factors related to decapping, deadenylation and exoribonucleases that operate synchronously to regulate certain mRNA targets during development and adaptation to stress. Although the general function of PB along with the flow of genetic information is understood, several questions still remain open. …”
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Global Dynamics of HIV Infection of CD4+ T Cells and Macrophages by A. M. Elaiw, A. S. Alsheri

“…The incidence rate of virus infection and the growth rate of the uninfected CD4+ T cells and macrophages are given by general functions. We have incorporated two types of distributed delays into the model to account for the time delay between the time the uninfected cells are contacted by the virus particle and the time for the emission of infectious (matures) virus particles. …”
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Large Language Models: A Comprehensive Guide for Radiologists by Sunkyu Kim, Choong-kun Lee, Seung-seob Kim

“…Owing to their extensive pre-training using vast datasets, contemporary LLMs can handle tasks ranging from general functionalities to domain-specific areas, such as radiology, without the need for additional fine-tuning. …”
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DOCTOR’S AUTOMATIZED WORK PLACE FOR THE TREATMENT OF PATIENTS WITH GAUCHER DISEASE by N. H. Horovenko, V. Z. Stetsyuk, A. Yo. Savytskyi, T. P. Ivanova, A. O. Ostapova

“…The purpose of development system is to perform a range of functions, which correspond to the full cycle of interaction doctor with patients. General function: introduction and correction of data, analysis and preservation of the history of this treatment, filtration patient records, construction of schedules based on the results of blood tests and examinations which reflect the dynamics of the patient. …”
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Open fractures: evidence-based best practices by Paul S. Whiting, MD, FIOTA, William Obremskey, MD, MPH, MMHC, FIOTA, Herman Johal, MD, PhD, David Shearer, MD, MPH, David Volgas, MD, Zsolt J. Balogh, MD, PhD, FRACS(ortho), FACS, FIOTA

“…Fracture-related infection (FRI) is the leading morbid complication to avoid during open fracture management because it leads to sepsis, nonunion, limb loss, and overall very poor region-specific and general functional outcomes. This review, based on a symposium presented at the 2022 OTA International Trauma Care Forum, provides a practical and evidence-based summary on key strategies to prevent FRI in open fractures, which can be grouped as optimizing host factors, antimicrobial prophylaxis, surgical site management (skin preparation, debridement, and wound irrigation), provision of skeletal stability, and soft-tissue coverage. …”
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Reconsideration of Criteria and Modeling in Order to Optimize the Efficiency of Irreversible Thermomechanical Heat Engines by Michel Feidt

“…Heat transfer laws are represented as general functions of temperatures. These concepts are particularized to the most common heat transfer law (linear one). …”
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Conjugate Gradient Algorithm Based on Aitken's Process for Training Neural Networks by Khalil Abbo, Hind Mohammed

“…Moreover, we establish that our proposed method is globally convergent for general functions under the strong Wolfe conditions. In the experimental results, we compared the behavior of our proposed method(NACG) with well- known methods in this field.…”
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Staro- i średniopolskie nazwy ciast by Zuzanna Krótki

“…It was evidenced that the nomination of investigated names of ‘baked cakes’ consisted of six general functions such as: 1. literal character of particular cake; 2. indication of its main baking ingredients; 3. the form of it; 4. origin of a cake; 5. increase of ‘favourable of a cake’ by a referral to the authority; 6. correlation of the particular cake with its rites and holidays (during which the pastries were served) (sic!). …”
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Forced-Perturbed Fractional Differential Equations of Higher Order: Asymptotic Properties of Non-Oscillatory Solutions by Said R. Grace, Gokula N. Chhatria, S. Kaleeswari, Yousef Alnafisah, Osama Moaaz

“…Notably, our findings extend prior work by exploring a wider range of equations with more general functions and coefficients, thereby broadening the applicability and deepening the understanding of both asymptotic and oscillatory behaviors. …”
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ABOUT A «DIGITAL TWIN» OF A FOOD PRODUCT by Marina A. Nikitina, Irina M. Chernukha, Andrey B. Lisitsyn

“…The universal method for assessment of quality and efficiency of a food product digital twin using the generalized function (integral index) is described. Different individual responses can be components of the additive integral index: physico-chemical, functional-technological and organoleptic.…”
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Extension of the UN Secretary-General's Practice and Domestic Exclusive Jurisdiction in Defence of the UN Charter Art. 2 (7) after Seventy Years by شهرام زرنشان, مسعود علیزاده

“…Since 1990s, we could observe a conflict between Secretary-General's functions and the famous "domestic jurisdiction" matters. …”
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The Algebraic View of Computation: Implementation, Interpretation and Time by Attila Egri-Nagy

“…In contrast, interpretations are general functions with no morphic properties. They can be used to derive semantic content from computations. …”
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Global asymptotic stability of a general biased min‐consensus protocol by Yuanqiu Mo, Lanlin Yu, Changbin Yu

“…The properties of the general function have been identified so that the proposed protocol can achieve global asymptotic stability. …”
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