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pro vyhledávání: '"Dudzik A"'
Neural networks are increasingly used in real-time systems, such as automated driving applications. This requires high-performance hardware with predictable timing behavior. State-of-the-art real-time hardware is limited in memory and compute resourc
Externí odkaz:
http://arxiv.org/abs/2410.10340
Autor:
Tsfasman, Maria, Dudzik, Bernd, Fenech, Kristian, Lorincz, Andras, Jonker, Catholijn M., Oertel, Catharine
Conversational memory is the process by which humans encode, retain and retrieve verbal, non-verbal and contextual information from a conversation. Since human memory is selective, differing recollections of the same events can lead to misunderstandi
Externí odkaz:
http://arxiv.org/abs/2409.13715
Autor:
Bounsi, Wilfried, Ibarz, Borja, Dudzik, Andrew, Hamrick, Jessica B., Markeeva, Larisa, Vitvitskyi, Alex, Pascanu, Razvan, Veličković, Petar
Transformers have revolutionized machine learning with their simple yet effective architecture. Pre-training Transformers on massive text datasets from the Internet has led to unmatched generalization for natural language understanding (NLU) tasks. H
Externí odkaz:
http://arxiv.org/abs/2406.09308
Autor:
Gavranović, Bruno, Lessard, Paul, Dudzik, Andrew, von Glehn, Tamara, Araújo, João G. M., Veličković, Petar
We present our position on the elusive quest for a general-purpose framework for specifying and studying deep learning architectures. Our opinion is that the key attempts made so far lack a coherent bridge between specifying constraints which models
Externí odkaz:
http://arxiv.org/abs/2402.15332
Publikováno v:
Studies in Logic, Grammar and Rhetoric, Vol 49, Iss 1, Pp 55-71 (2017)
Due to the development of global economy and increased geographical and occupational mobility, communication with people from multicultural backgrounds has become commonplace in many healthcare institutions. As the demographic profiles of both patien
Externí odkaz:
https://doaj.org/article/fb193c70259649ba8ea93fe5aecc9383
Autor:
Tomasz Dudzik, Łucja Dudzik, Igor Domański, Aleksandra Kozieł, Paulina Wójcik, Natalia Kuderska
Publikováno v:
Pediatria Polska, Vol 99, Iss 3, Pp 240-345 (2024)
This review synthesises recent discoveries in the risk factors of nephrocalcinosis, with a particular focus on novel findings. Nephrocalcinosis, characterised by the deposition of calcium salts in the renal parenchyma, is linked to a variety of genet
Externí odkaz:
https://doaj.org/article/6c317863095a419a853870ddce28d276
Publikováno v:
Archives of Civil Engineering, Vol 61, Iss 3, Pp 133-147 (2015)
The study deals with stability and dynamic problems in bar structures using a probabilistic approach. Structural design parameters are defined as deterministic values and also as random variables, which are not correlated. The criterion of structural
Externí odkaz:
https://doaj.org/article/9e22b639a4aa4e798395ac47da627bcc
State-of-the-art neural algorithmic reasoners make use of message passing in graph neural networks (GNNs). But typical GNNs blur the distinction between the definition and invocation of the message function, forcing a node to send messages to its nei
Externí odkaz:
http://arxiv.org/abs/2306.15632
Staphylococcus aureus as dominant bacterial species in the cutaneous microbiome of prurigo nodularis
Autor:
Magdalena Żychowska, Klaudia Tutka, Anna Żaczek, Karolina Maternia-Dudzik, Jakub Pawełczyk, Dominik Strapagiel, Adam Reich
Publikováno v:
Przegląd Dermatologiczny, Vol 111, Iss 2, Pp 97-103 (2024)
Externí odkaz:
https://doaj.org/article/fd036f3df69c439498e8f1046b3993f9
Autor:
Igor Domański, Aleksandra Kozieł, Natalia Kuderska, Paulina Wójcik, Tomasz Dudzik, Łucja Dudzik
Publikováno v:
Rheumatology, Vol 62, Iss 3, Pp 207-213 (2024)
Hyperuricemia, characterized by elevated levels of uric acid in the body, is associated with several health risks, including gout, urolithiasis and cardiovascular disease. Although treatment options are available, they can lead to hypersensitivity re
Externí odkaz:
https://doaj.org/article/9e3aeca2d2a440e1ba6be3feb08a5c43