Zobrazeno 1 - 10
of 3 049
pro vyhledávání: '"CELOTTI, A."'
Autor:
Herranz-Celotti, Luca, Rouat, Jean
Numerous theories of learning propose to prevent the gradient from exponential growth with depth or time, to stabilize and improve training. Typically, these analyses are conducted on feed-forward fully-connected neural networks or simple single-laye
Externí odkaz:
http://arxiv.org/abs/2308.12075
Dollar-Cost Averaging (DCA) is a widely used technique to mitigate volatility in long-term investments of appreciating assets. However, the inefficiency of DCA arises from fixing the investment amount regardless of market conditions. In this paper, w
Externí odkaz:
http://arxiv.org/abs/2308.05200
We present a new algorithm for the identification and physical characterization of current sheets and reconnection sites in 2D and 3D large scale relativisticmagnetohydrodynamic numerical simulations. This has been implemented in the PLUTO code and t
Externí odkaz:
http://arxiv.org/abs/2305.16782
Autor:
Herranz-Celotti, Luca, Rrapaj, Ermal
The softmax attention mechanism has emerged as a noteworthy development in the field of Artificial Intelligence research, building on the successes of Transformer-based architectures. However, their ever increasing sizes necessitate ever increasing c
Externí odkaz:
http://arxiv.org/abs/2305.10991
Autor:
Ravasio, Maria Edvige, Salafia, Om Sharan, Oganesyan, Gor, Mei, Alessio, Ghirlanda, Giancarlo, Ascenzi, Stefano, Banerjee, Biswajit, Macera, Samanta, Branchesi, Marica, Jonker, Peter G., Levan, Andrew J., Malesani, Daniele B., Mulrey, Katharine B., Giuliani, Andrea, Celotti, Annalisa, Ghisellini, Gabriele
The highly variable and energetic pulsed emission of a long gamma-ray burst (GRB) is thought to originate from local, rapid dissipation of kinetic or magnetic energy within an ultra-relativistic jet launched by a newborn compact object, formed during
Externí odkaz:
http://arxiv.org/abs/2303.16223
Autor:
Martina Celotti, Lucca L.M. Derks, Johan van Es, Ruben van Boxtel, Hans Clevers, Maarten H. Geurts
Publikováno v:
STAR Protocols, Vol 5, Iss 3, Pp 103189- (2024)
Summary: Isogenic disease models, such as genetically engineered organoids, provide insight into the impact of genetic variants on organ function. Here, we present a protocol to create isogenic disease models from adult stem cell-derived organoids us
Externí odkaz:
https://doaj.org/article/4aa9ad949e6c44b6be56e5953d17244b
Publikováno v:
A&A 663, A87 (2022)
(Abridged) We present a detailed broadband X-ray spectrum of NGC 4258, with the goal of precisely measuring the coronal luminosity and accretion flow properties of the AGN, and track any possible variation across two decades of observations. We colle
Externí odkaz:
http://arxiv.org/abs/2205.07899
Autor:
Wiśniewska, Maria, Laptev, Alexander M., Marczewski, Mateusz, Krzyżaniak, Wiktoria, Leshchynsky, Volf, Celotti, Luca, Szybowicz, Mirosław, Garbiec, Dariusz
Publikováno v:
In Journal of the European Ceramic Society September 2024 44(12):7139-7148
Autor:
Felix Broghammer, Irina Korovina, Mahesh Gouda, Martina Celotti, Johan van Es, Inga Lange, Cornelia Brunner, Jovan Mircetic, Robert P. Coppes, Olivier Gires, Andreas Dahl, Michael Seifert, Nils Cordes
Publikováno v:
Molecular Cancer, Vol 23, Iss 1, Pp 1-25 (2024)
Abstract Background Focal adhesion signaling involving receptor tyrosine kinases (RTK) and integrins co-controls cancer cell survival and therapy resistance. However, co-dependencies between these receptors and therapeutically exploitable vulnerabili
Externí odkaz:
https://doaj.org/article/ded1a485f83747baa803adfa3ea0b8c8
Autor:
Herranz-Celotti, Luca, Rouat, Jean
Stability arguments are often used to prevent learning algorithms from having ever increasing activity and weights that hinder generalization. However, stability conditions can clash with the sparsity required to augment the energy efficiency of spik
Externí odkaz:
http://arxiv.org/abs/2202.00282