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We introduce rigorous theory for deriving first and second order backpropagation methods for Deep Neural Networks (DNN) whilst satisfying existing theory in DNN optimization. We begin by formally defining a neural network with its respective components and state the first and second order chain rule with respect to its partial derivatives. The partial derivatives in the chain rule formula are rela

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In today's business environment, organizations rely on information systems to store and process the information constantly gathered. These systems are used to support the everyday needs of the organization. It is apparent that many of these systems has limited or no analytical capabilities, can the introduction of a decision support system could enable practitioners to benefit from this can th

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The reactivity of the benzenedithiolate (bdt)-bridged complex [Fe2(CO)6(µ-bdt)] with arsine, stibine and phosphine ligands has been studied. The new mono- and disubstituted complexes [Fe2(CO)5(EPh3)(µ-bdt)] (E = As, 1; E = Sb 3) and [Fe2(CO)4(EPh3)2(µ-bdt)] (E = As, 2; E = Sb, 4) and the previously reported [Fe2(CO)4(PPh2H)2(µ-bdt)] (5) have been prepared by Me3NO-initiated carbonyl substitution r

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Homozygous C2 deficiency (C2D) is the most common deficiency of the classical complement pathway in Western countries. It is mostly found in patients with autoimmune disease or susceptibility to bacterial infections and in healthy persons. We wished to assess to what extent other immunological factors might explain differences of susceptibility to infections in C2D. For this reason, 44 Swedish pat

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In anti-glomerular basement membrane (anti-GBM) disease, IgG class autoantibodies induce rapidly progressive glomerulonephritis. Regrettably, many patients are diagnosed at a late stage when even intensive conventional treatment fails to restore renal function The endopeptidase IdeS (Immunoglobulin G degrading enzyme of Streptococcus pyogenes) (imliflidase) rapidly cleaves all human IgG subclasses

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Massive Multiple-Input Multiple-Output (MIMO) communication systems are being investigated intensively for positioning services. Enhancing the accuracy on these services in terms of accurate positioning of users is an important goal to improve related applications in the future. Convolutional Neural Networks (CNNs) has been proposed to infer the position of a user from Channel State Information (C

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Centre for Mathematical Sciences Faculty of Science Centre for Mathematical Sciences Division of Mathematics and Numerical Analysis Course Analysis for MATM31 Algebraic structures, spring 2024 Course Information Lecturer: Anna Torstensson Teaching assistants: Anna Torstensson Number of students: 34 newly registered and 3 re-registered. 9 students answered the course evaluation (this includes both

https://www.maths.lu.se/fileadmin/maths/Matematik_NF/Kursutvaerderingar/VT2024/MATM31VT24.pdf - 2026-07-11

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Course evaluation Course: Probability theory MASC01 Evaluated on LTH: Yes Lecturer: Tatyana Turova Number of students: 39 Response frequency: 13% Grades 14 VG, 13 G, 12 U Summary: Students who answered were overall satisfied. There was a very low response frequency so the reults are uncertain. Comments: The course will essentially be held in the same way next time. 1 Report Course Evaluation, FMSF

https://www.maths.lu.se/fileadmin/maths/utbildning_education/KU_Probability_theoryMASC01.pdf - 2026-07-11

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Sporulation in Ashbya gossypii is induced by nutrient-limited conditions and leads to the formation of haploid spores. Using RNA-seq, we have determined a gene set induced upon sporulation, which bears considerable overlap with that of Saccharomyces cerevisiae but also contains A. gossypii-specific genes. Addition of cyclic AMP (cAMP) to nutrient-limited media blocks sporulation and represses the