Zobrazeno 1 - 10
of 1 204
pro vyhledávání: '"Piątkowski, P."'
Autor:
Gerlach, Thore, Piatkowski, Nico
The demand for high-performance computing in machine learning and artificial intelligence has led to the development of specialized hardware accelerators like Tensor Processing Units (TPUs), Graphics Processing Units (GPUs), and Field-Programmable Ga
Externí odkaz:
http://arxiv.org/abs/2409.10863
Autor:
Lee, Loong Kuan, Knaute, Johannes, Gerhardt, Florian, Völker, Patrick, Maras, Tomislav, Dotterweich, Alexander, Piatkowski, Nico
Adiabatic quantum computation (AQC) is a well-established method to approximate the ground state of a quantum system. Actual AQC devices, known as quantum annealers, have certain limitations regarding the choice of target Hamiltonian. Specifically, t
Externí odkaz:
http://arxiv.org/abs/2409.09857
Autor:
Gerlach, Thore, Knipp, Stefan, Biesner, David, Emmanouilidis, Stelios, Hauber, Klaus, Piatkowski, Nico
Field-Programmable Gate Arrays (FPGAs) have asserted themselves as vital assets in contemporary computing by offering adaptable, reconfigurable hardware platforms. FPGA-based accelerators incubate opportunities for breakthroughs in areas, such as rea
Externí odkaz:
http://arxiv.org/abs/2312.15467
Autor:
Barylska, Kamila, Gogolinska, Anna, Mikulski, Lukasz, Philippou, Anna, Piatkowski, Marcin, Psara, Kyriaki
Reversible computation is an emerging computing paradigm that allows any sequence of operations to be executed in reverse order at any point during computation. Its appeal lies in its potential for lowpower computation and its relevance to a wide arr
Externí odkaz:
http://arxiv.org/abs/2311.00629
The ability to compute the exact divergence between two high-dimensional distributions is useful in many applications but doing so naively is intractable. Computing the alpha-beta divergence -- a family of divergences that includes the Kullback-Leibl
Externí odkaz:
http://arxiv.org/abs/2310.09129
Publikováno v:
BMC Genomics, Vol 25, Iss 1, Pp 1-20 (2024)
Abstract Background Organellar transcriptomes are relatively under-studied systems, with data related to full-length transcripts and posttranscriptional modifications remaining sparse. Direct RNA sequencing presents the possibility of accessing a pre
Externí odkaz:
https://doaj.org/article/96f99df4445d447b8dfa494668ef73dd
Publikováno v:
Advances in Sciences and Technology, Vol 18, Iss 5, Pp 361-371 (2024)
The EN AB-46000 alloy castings are widely used in automotive industry due to their relative good strength combined with a low density and an excellent conductivity. Porosity of EN AB-46000 alloys is one of the most important defects, responsible for
Externí odkaz:
https://doaj.org/article/493f6b7911f64fa6b575c715ca9ad0fd
Quadratic unconstrained binary optimization (QUBO) problems are well-studied, not least because they can be approached using contemporary quantum annealing or classical hardware acceleration. However, due to limited precision and hardware noise, the
Externí odkaz:
http://arxiv.org/abs/2307.02195
Publikováno v:
Archives of Foundry Engineering, Vol vol. 24, Iss No 2, Pp 44-49 (2024)
The article presents the most significant material defects found in pistons for internal combustion engines, along with a graphical method of categorization using a Pareto-Lorenz chart. For the top three defects (constituting approximately 80% of all
Externí odkaz:
https://doaj.org/article/688aa250cf674b469f4be2f24de4ea7d
Autor:
Heese, Raoul, Gerlach, Thore, Mücke, Sascha, Müller, Sabine, Jakobs, Matthias, Piatkowski, Nico
Methods of artificial intelligence (AI) and especially machine learning (ML) have been growing ever more complex, and at the same time have more and more impact on people's lives. This leads to explainable AI (XAI) manifesting itself as an important
Externí odkaz:
http://arxiv.org/abs/2301.09138