Elenco Pubblicazioni - Publications (1524)
E. Pasini, D. Genovesi, C. Rossi, L. A. De Santi, V. Positano, A. Giorgetti, M. F. Santarelli: "Convolution Neural Networks for the Automatic Segmentation of 18F-FDG PET Brain as an Aid to Alzheimer’s Disease Diagnosis", Electronics 11, no. 14: 2260
Written by LISA ANITA DE SANTI
Our work aims to exploit deep learning (DL) models to automatically segment diagnostic regions involved in Alzheimer’s disease (AD) in 18F-fluorodeoxyglucose positron emission tomography (18F-FDG PET) volumetric scans in order to provide a more objective…
L. Zulberti, M. Monopoli, P. Nannipieri and L. Fanucci, "Architectural Implications for Inference of Graph Neural Networks on CGRA-based Accelerators," 2022 17th Conference on Ph.D Research in Microelectronics and Electronics (PRIME), 2022, pp. 373-3
Written by LUCA ZULBERTI
Reconfigurable computing has become very popular in recent years. Among all available architectures, Coarse-Grained Reconfigurable Arrays are the most prominent ones. They permit to efficiently accelerate several classes of data-intensive algorithms without giving up architecture…
Simone Bolettieri, Dinh Thai Bui, Raffaele Bruno, "Towards end-to-end application slicing in Multi-access Edge Computing systems: Architecture discussion and proof-of-concept", Future Generation Computer Systems, Volume 136, 2022
Written by SIMONE BOLETTIERI
Network slicing is one of the most critical 5G pillars. It allows for sharing a 5G infrastructure among different tenants leading to improved service customisation and increased operators’ revenues. Concurrently, introducing the Multi-access Edge Computing…
Bioresorbable Nanostructured Chemical Sensor for Monitoring of pH Level In Vivo
Written by MARTINA CORSI
Here, we report on the manufacturing and in vivo assessment of a bioresorbable nanostructured pH sensor. The sensor consists of a micrometer-thick porous silica membrane conformably coated layer-by-layer with a nanometer-thick multilayer stack of two…
