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The derivation of first- and second-order backpropagation methods for fully-connected and convolutional neural networks

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

Hamtstallen 180924 eng

- Studentservice vid Campus Helsingborg 0 Kansli för konstnärliga fakulteten i Malmö 0 Konstnärliga fakulteten i Malmö 1 Biofysikalisk kemi 1 Biokemi och Strukturbiologi 1 Kemisk grundutbildning 1 Biblioteket (KC) 1 Kemisk fysik 1 Teknisk mikrobiologi 1 Administrativa enheten 1 Institutionen för kemiteknik 1 Teoretisk kemi 1 Bioteknik 1 Centrum för analys och syntes 1 Fysikalisk kemi 1 Kemiska ins

https://www.staff.lu.se/sites/staff.lu.se/files/hamtstallen_180924_eng.pdf - 2026-05-03

Internal mailing codes 171024

- Studentservice vid Campus Helsingborg 0 Kansli för konstnärliga fakulteten i Malmö 0 Konstnärliga fakulteten i Malmö 1 Biofysikalisk kemi 1 Biokemi och Strukturbiologi 1 Kemisk grundutbildning 1 Biblioteket (KC) 1 Kemisk fysik 1 Teknisk mikrobiologi 1 Administrativa enheten 1 Institutionen för kemiteknik 1 Teoretisk kemi 1 Bioteknik 1 Centrum för analys och syntes 1 Fysikalisk kemi 1 Kemiska ins

https://www.medarbetarwebben.lu.se/sites/medarbetarwebben.lu.se/files/internal_mailing_codes_171024.pdf - 2026-05-03

Managing transition to nursing home

Relocation to residential care facilities is a unique type of transition. For most older people it is the lastmove they make in their life when they have no other options. The transition itself involves numerouschallenges. There is a lot of knowledge about the situations before and after relocating to a nursing home,but few studies are based on the actual relocation process. This paper explores ol

Management of Sustainability in Construction Works

The present global environmental condition is a consequence of the increasing consumption of natural resources whose depletion exceeds what is physically possible to sustain in the long term. The construction sector is a considerable contributor to this resource depletion and sustainability is adopted in the form of the theory of ecological modernization. The implementation depends to varying exte