Zobrazeno 1 - 10
of 1 694
pro vyhledávání: '"Magnasco A"'
Autor:
Magnasco, Marcelo O.
Changing a circuit dynamically, without actually changing the hardware itself, is called reconfiguration, and is of great importance due to its manifold technological applications. Circuit reconfiguration appears to be a feature of the cerebral corte
Externí odkaz:
http://arxiv.org/abs/2405.15036
Autor:
Chandra, Aditi, Magnasco, Marcelo O.
We examine the dynamical properties of a single-layer convolutional recurrent network with a smooth sigmoidal activation function, for small values of the inputs and when the convolution kernel is unitary, so all eigenvalues lie exactly at the unit c
Externí odkaz:
http://arxiv.org/abs/2405.13854
Autor:
Laura Magnasco, Andrea Lanfranchi, Martina Martusciello, Heba Megahd, Giovanni Manfredi, Paola Lova, Beata Koszarna, Daniel T. Gryko, Davide Comoretto
Publikováno v:
ACS Omega, Vol 9, Iss 41, Pp 42375-42385 (2024)
Externí odkaz:
https://doaj.org/article/df59a351072141e2ae250a7c56635e9b
Autor:
Magnasco, Marcelo O.
Recurrent neural networks are extremely powerful yet hard to train. One of their issues is the vanishing gradient problem, whereby propagation of training signals may be exponentially attenuated, freezing training. Use of orthogonal or unitary matric
Externí odkaz:
http://arxiv.org/abs/2302.07396
Autor:
Aditi Chandra, Marcelo O. Magnasco
Publikováno v:
Physical Review Research, Vol 6, Iss 4, p 043152 (2024)
We examine the dynamical properties of a single-layer convolutional recurrent network with a smooth sigmoidal activation function, for small values of the inputs and when the convolution kernel is unitary, so all eigenvalues lie exactly at the unit c
Externí odkaz:
https://doaj.org/article/70374f0772704489835f85edba10e9a9
Autor:
Maria Guardiola-Ripoll, Carmen Almodóvar-Payá, Angelo Arias-Magnasco, Mariona Latorre-Guardia, Sergi Papiol, Erick J. Canales-Rodríguez, María Ángeles García-León, Paola Fuentes-Claramonte, Josep Salavert, Josep Tristany, Llanos Torres, Elena Rodríguez-Cano, Raymond Salvador, Edith Pomarol-Clotet, Mar Fatjó-Vilas
Publikováno v:
Communications Biology, Vol 6, Iss 1, Pp 1-10 (2023)
Abstract Schizophrenia may represent a trade-off in the evolution of human-specific ontogenetic mechanisms that guide neurodevelopment. Human Accelerated Regions (HARs) are evolutionary markers functioning as neurodevelopmental transcription enhancer
Externí odkaz:
https://doaj.org/article/65dda727008240329f9f7fc26b35ae4a
Autor:
Daniele Roberto Giacobbe, Silvia Dettori, Vincenzo Di Pilato, Erika Asperges, Lorenzo Ball, Enora Berti, Ola Blennow, Bianca Bruzzone, Laure Calvet, Federico Capra Marzani, Antonio Casabella, Sofia Choudaly, Anais Dartevel, Gennaro De Pascale, Gabriele Di Meco, Melissa Fallon, Louis-Marie Galerneau, Miguel Gallego, Mauro Giacomini, Adolfo González Sáez, Luise Hänsel, Giancarlo Icardi, Philipp Koehler, Katrien Lagrou, Tobias Lahmer, P. Lewis White, Laura Magnasco, Anna Marchese, Cristina Marelli, Mercedes Marín-Arriaza, Ignacio Martin-Loeches, Armand Mekontso-Dessap, Malgorzata Mikulska, Alessandra Mularoni, Anna Nordlander, Julien Poissy, Giovanna Russelli, Alessio Signori, Carlo Tascini, Louis-Maxime Vaconsin, Joel Vargas, Antonio Vena, Joost Wauters, Paolo Pelosi, Jean-Francois Timsit, Matteo Bassetti, JIR-ICU investigators (collaborators), the Critically Ill Patients Study Group of the European Society of Clinical Microbiology and Infectious Diseases (ESGCIP), and the Fungal Infection Study Group of the European Society of Clinical Microbiology and Infectious Diseases (EFISG)
Publikováno v:
Critical Care, Vol 27, Iss 1, Pp 1-14 (2023)
Abstract Background Pneumocystis jirovecii pneumonia (PJP) is an opportunistic, life-threatening disease commonly affecting immunocompromised patients. The distribution of predisposing diseases or conditions in critically ill patients admitted to int
Externí odkaz:
https://doaj.org/article/c9303a567212438b8fecee4123442047
Autor:
Jessica D. Reyes-Arias, Beth Brady, Eric A. Ramos, Yann Henaut, Delma Nataly Castelblanco-Martínez, Maria Maust-Mohl, Linda Searle, Gabriela Pérez-Lachaud, Héctor M. Guzmán, Héctor Poveda, Fernando Merchan, Kenji Contreras, Javier E. Sanchez-Galan, Kristi A. Collom, Marcelo O. Magnasco
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-12 (2023)
Abstract Geographic variation in the vocal behavior of manatees has been reported but is largely unexplored. Vocalizations of wild West Indian manatees (Trichechus manatus) were recorded with hydrophones in Florida from Florida manatees (Trichechus m
Externí odkaz:
https://doaj.org/article/d03ab67eb1c449b4b4a619531fa7b15b
Autor:
Heba Megahd, Marco Carlotti, Martina Martusciello, Laura Magnasco, Andrea Pucci, Davide Comoretto, Paola Lova
Publikováno v:
Advanced Sensor Research, Vol 3, Iss 1, Pp n/a-n/a (2024)
Abstract Aggregation‐induced emission has eliminated the problem of fluorescence quenching in the solid state, making molecules with this property excellent candidates for vapor sensing due to their portability and ease of interpretation. Here, fil
Externí odkaz:
https://doaj.org/article/9e165c30c4b44bc894dc89508e166384
Autor:
Babino, Andres, Magnasco, Marcelo O.
During the COVID-19 pandemic, the scientific community developed predictive models to evaluate potential governmental interventions. However, the analysis of the effects these interventions had is less advanced. Here, we propose a data-driven framewo
Externí odkaz:
http://arxiv.org/abs/2006.05532