Zobrazeno 1 - 10
of 185
pro vyhledávání: '"Duccio Fanelli"'
Autor:
Valentina Buonfiglio, Irene Pertici, Matteo Marcello, Ilaria Morotti, Marco Caremani, Massimo Reconditi, Marco Linari, Duccio Fanelli, Vincenzo Lombardi, Pasquale Bianco
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-12 (2024)
Abstract Myosin II is the muscle molecular motor that works in two bipolar arrays in each thick filament of the striated (skeletal and cardiac) muscle, converting the chemical energy into steady force and shortening by cyclic ATP–driven interaction
Externí odkaz:
https://doaj.org/article/822250228cac41b3953123790ae674de
Autor:
Claudio Pereti, Kevin Bernot, Thierry Guizouarn, František Laufek, Anna Vymazalová, Luca Bindi, Roberta Sessoli, Duccio Fanelli
Publikováno v:
npj Computational Materials, Vol 9, Iss 1, Pp 1-9 (2023)
Abstract An approach to supervised classification and regression of superconductive materials is proposed which builds on the DeepSet technology. This enables us to provide the chemical constituents of the examined compounds as an input to the algori
Externí odkaz:
https://doaj.org/article/4e162be40bd9494ba71ad065a6407fb9
Autor:
Alessandra Franceschini, Giacomo Mazzamuto, Curzio Checcucci, Lorenzo Chicchi, Duccio Fanelli, Irene Costantini, Maria Beatrice Passani, Bianca Ambrogina Silva, Francesco Saverio Pavone, Ludovico Silvestri
Publikováno v:
Cell Reports, Vol 42, Iss 8, Pp 112908- (2023)
Summary: Fear responses are functionally adaptive behaviors that are strengthened as memories. Indeed, detailed knowledge of the neural circuitry modulating fear memory could be the turning point for the comprehension of this emotion and its patholog
Externí odkaz:
https://doaj.org/article/7d54546cb2c24c4b89a1c7a43a25de8a
Autor:
Giuliano Migliorini, Duccio Fanelli
Publikováno v:
Journal of Physics: Complexity, Vol 5, Iss 4, p 045001 (2024)
Stochastic resonance is a well established phenomenon, which proves relevant for a wide range of applications, of broad trans-disciplinary breath. Consider a one dimensional bistable stochastic system, characterized by a deterministic double well pot
Externí odkaz:
https://doaj.org/article/eb98e09a50654b9da5cc924fc917116d
Publikováno v:
Machine Learning: Science and Technology, Vol 5, Iss 3, p 035087 (2024)
A novel approach for supervised classification is presented which sits at the intersection of machine learning and dynamical systems theory. At variance with other methodologies that employ ordinary differential equations for classification purposes,
Externí odkaz:
https://doaj.org/article/4546439fa3d043658339f681c13457ce
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-9 (2022)
Abstract Training of neural networks can be reformulated in spectral space, by allowing eigenvalues and eigenvectors of the network to act as target of the optimization instead of the individual weights. Working in this setting, we show that the eige
Externí odkaz:
https://doaj.org/article/64fd293142f443599ed356f66fd73fbb
Publikováno v:
Nature Communications, Vol 12, Iss 1, Pp 1-9 (2021)
Theoretical aspects of automated learning from data involving deep neural networks have open questions. Here Giambagli et al. show that training the neural networks in the spectral domain of the network coupling matrices can reduce the amount of lear
Externí odkaz:
https://doaj.org/article/15ef900bcaf14e289d02281b5f925cbd
Autor:
Gloria Cecchini, Alessandro Scaglione, Anna Letizia Allegra Mascaro, Curzio Checcucci, Emilia Conti, Ihusan Adam, Duccio Fanelli, Roberto Livi, Francesco Saverio Pavone, Thomas Kreuz
Publikováno v:
PLoS Computational Biology, Vol 17, Iss 5, p e1008963 (2021)
Stroke is a debilitating condition affecting millions of people worldwide. The development of improved rehabilitation therapies rests on finding biomarkers suitable for tracking functional damage and recovery. To achieve this goal, we perform a spati
Externí odkaz:
https://doaj.org/article/766cd56b70f84e5aa949c0380a0c8dcc
Autor:
Rinat Arbel-Goren, Valentina Buonfiglio, Francesca Di Patti, Sergio Camargo, Anna Zhitnitsky, Ana Valladares, Enrique Flores, Antonia Herrero, Duccio Fanelli, Joel Stavans
Publikováno v:
eLife, Vol 10 (2021)
Circadian clocks display remarkable reliability despite significant stochasticity in biomolecular reactions. We study the dynamics of a circadian clock-controlled gene at the individual cell level in Anabaena sp. PCC 7120, a multicellular filamentous
Externí odkaz:
https://doaj.org/article/ae7a77b39e464e86ab59034316a231e4
Publikováno v:
Chaos, Solitons & Fractals: X, Vol 5, Iss , Pp 100034- (2020)
When the novel coronavirus disease SARS-CoV2 (COVID-19) was officially declared a pandemic by the WHO in March 2020, the scientific community had already braced up in the effort of making sense of the fast-growing wealth of data gathered by national
Externí odkaz:
https://doaj.org/article/9b0116120d144a759a33b58b8804139a