CURZEL, SERENA
CURZEL, SERENA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A DNN-based Background Segmentation Accelerator for FPGA-equipped satellites
2024-01-01 Fiorito, Michele; Curzel, Serena; Gozzi, Giovanni; Ferrandi, Fabrizio
A System Development Kit for Big Data Applications on FPGA-based Clusters: The EVEREST Approach
2024-01-01 Pilato, C.; Banik, S.; Beranek, J.; Brocheton, F.; Castrillon, J.; Cevasco, R.; Cmar, R.; Curzel, S.; Ferrandi, F.; Friebel, K. F. A.; Galizia, A.; Grasso, M.; Silva, P.; Martinovic, J.; Palermo, G.; Paolino, M.; Parodi, A.; Parodi, A.; Pintus, F.; Polig, R.; Poulet, D.; Regazzoni, F.; Ringlein, B.; Rocco, R.; Slaninova, K.; Slooff, T.; Soldavini, S.; Suchert, F.; Tibaldi, M.; Weiss, B.; Hagleitner, C.
Accelerating Data Processing at the Edge with Extreme Specialization
2022-01-01 Tumeo, Antonino; Minutoli, Marco; Castellana, VITO GIOVANNI; Limaye, Ankur; Tan, Cheng; Dagli, Ismet; BOHM AGOSTINI, Nicolas; Curzel, Serena; Amatya, Vinay; Manzano, Joseph
An MLIR-based compiler flow for system-level design and hardware acceleration
2022-01-01 Agostini, N. B.; Curzel, S.; Amatya, V.; Tan, C.; Minutoli, M.; Castellana, V. G.; Manzano, J.; Kaeli, D.; Tumeo, A.
Automated Generation of Integrated Digital and Spiking Neuromorphic Machine Learning Accelerators
2021-01-01 Curzel, Serena; Agostini, Nicolas Bohm; Song, Shihao; Dagli, Ismet; Limaye, Ankur; Tan, Cheng; Minutoli, Marco; Castellana, Vito Giovanni; Amatya, Vinay; Manzano, Joseph; Das, Anup; Ferrandi, Fabrizio; Tumeo, Antonino
Exploration of Synthesis Methods from Simulink Models to FPGA for Aerospace Applications
2023-01-01 Curzel, Serena; Fiorito, Michele; Cueva, Patricia Lopez; Jorge, Tiago; Tsiodras, Thanassis; Ferrandi, Fabrizio
From High-Level Frameworks to custom Silicon with SODA
2022-01-01 Curzel, Serena; Agostini, Nicolas Bohm; Neff, Reece; Limaye, Ankur; Zhang, Jeff Jun; Amatya, Vinay; Minutoli, Marco; Castellana, Vito Giovanni; Manzano, Joseph; Brooks, David; Wei, Gu-Yeon; Ferrandi, Fabrizio; Tumeo, Antonino
GrailQuest and HERMES: hunting for gravitational wave electromagnetic counterparts and probing space-time quantum foam
2021-01-01 Burderi, Luciano; Di Salvo, Tiziana; Riggio, Alessandro; Gambino, Angelo Francesco; Sanna, Andrea; Fiore, Fabrizio; Amarilli, Fabrizio; Amati, Lorenzo; Ambrosino, Filippo; Amelino-Camelia, Giovanni; Anitra, Alessio; Barbera, Marco; Bechini, Michele; Bellutti, Paolo; Bertaccin, Roberto; Bertuccio, Giuseppe; Campana, Riccardo; Cao, Jiewei; Capozziello, Salvatore; Ceraudo, Francesco; Chen, Tianxiang; Cinelli, Marco; Citossi, Marco; Clerici, Aurora; Colagrossi, Andrea; Costa, Enrico; Curzel, Serena; De Laurentis, Mariafelicia; Della Casa, Giovanni; Della Valle, Massimo; Demenev, Evgeny; Del Santo, Melania; Dilillo, Giuseppe; Efremov, Pavel; Evangelista, Yuri; Feroci, Marco; Ferruglio, Chiara; Ferrandi, Fabrizio; Fiorini, Mauro; Fiorito, Michele; Frontera, Filippo; Fuschino, Fabio; Gacnik, Dejan; Galgoczi, Gabor; Gao, Na; Gandola, Massimo; Ghirlanda, Giancarlo; Gamboc, Andreja; Grassi, Marco; Guidorzi, Cristiano; Guzman, Alejandro; Iaria, Rosario; Karlica, Mile; Kostic, Uros; Labanti, Claudio; La Rosa, Giovanni; Lo Cicero, Ugo; Lopez Fernandez, Borja; Lunghi, Paolo; Malcovati, Piero; Maselli, Alessandro; Manca, Arianna; Mele, Filippo; Milankovich, Dorottya; Monge, Angel; Morgante, Gianluca; Nava, Lara; Negri, Barbara; Nogara, Paolo; Ohno, Masanori; Ottolina, Daniele; Pasquale, Andrea; Pal, Andras; Perri, Matteo; Piccinin, Margherita; Piazzolla, Raffaele; Pirrotta, Simone; Pliego-Caballero, Samuel; Prinetto, Jacopo; Pucacco, Giuseppe; Puccetti, Simonetta; Rapisarda, Massimo; Rashevskaya, Irina; Rashevsky, Alexander; Ripa, Jakub; Russo, Francesco; Papitto, Alessandro; Piranomonte, Silvia; Santangelo, Andrea; Scala, Francesca; Sciarrone, Giulia; Selcan, David; Silvestrini, Stefano; Sottile, Giuseppe; Rotovnik, Tomaz; Tenzer, Christoph; Troisi, Ivan; Vacchi, Andrea; Virgilli, Enrico; Werner, Norbert; Wang, Lingjun; Xu, Yupeng; Zampa, Gianluigi; Zampa, Nicola; Zane, Silvia; Zanotti, Giovanni
Hardware Acceleration of Complex Machine Learning Models through Modern High-Level Synthesis
2021-01-01 Curzel, Serena; Tumeo, Antonino; Ferrandi, Fabrizio
Hardware acceleration of complex machine learning models through modern high-level synthesis
2022-01-01 Curzel, Serena; Bohm Agostini, Nicolas; Tumeo, Antonino; Ferrandi, Fabrizio
HERMES: qualification of High pErformance pRogrammable Microprocessor and dEvelopment of Software ecosystem
2023-01-01 Ibellaatti, Nadia; Lepape, Edouard; Kilic, Alp; Akyel, Kaya; Chouayakh, Kassem; Ferrandi, Fabrizio; Barone, Claudio; Curzel, Serena; Fiorito, Michele; Gozzi, Giovanni; Masmano, Miguel; Navarro, Ana Risquez; Muñioz, Manuel; Gallego, Vicente Nicolau; Cueva, Patricia Lopez; Letrillard, Jean-noel; Wartel, Franck
High-Level Synthesis Developments in the Context of European Space Technology Research (Invited Talk)
2024-01-01 Ferrandi, Fabrizio; Fiorito, Michele; Barone, Claudio; Gozzi, Giovanni; Curzel, Serena
High-Level Synthesis of the OpenMP runtime to improve the generation of parallel accelerators
2023-01-01 Gozzi, Giovanni; Fiorito, Michele; Curzel, Serena; Ferrandi, Fabrizio
Higher-Level Synthesis: experimenting with MLIR polyhedral representations for accelerator design
2022-01-01 Curzel, S.; Jovic, S.; Fiorito, M.; Tumeo, A.; Ferrandi, F.
Invited: Bambu: an Open-Source Research Framework for the High-Level Synthesis of Complex Applications
2021-01-01 Ferrandi, Fabrizio; Castellana, Vito Giovanni; Curzel, Serena; Fezzardi, Pietro; Fiorito, Michele; Lattuada, Marco; Minutoli, Marco; Pilato, Christian; Tumeo, Antonino
MLIR Loop Optimizations for High-Level Synthesis: a Case Study
2022-01-01 Curzel, Serena; Jovic, Sofija; Fiorito, Michele; Tumeo, Antonino; Ferrandi, Fabrizio
Pre-Scheduling of Affine Loops for HLS Pipelining
In corso di stampa Curzel, Serena; Jovic, Sofija; Fiorito, Michele; Tumeo, Antonino; Ferrandi, Fabrizio
SO(DA)2: End-to-end Generation of Specialized Reconfigurable Architectures
2022-01-01 Tumeo, A.; Agostini, N. B.; Curzel, S.; Limaye, A.; Tan, C.; Amatya, V.; Minutoli, M.; Castellana, V. G.; Li, A.; Manzano, J.
SODA synthesizer: An open-source, multi-level, modular, extensible compiler from high-level frameworks to silicon
2022-01-01 Agostini, N. B.; Limaye, A.; Minutoli, M.; Castellana, V. G.; Manzano, J.; Tumeo, A.; Curzel, S.; Ferrandi, F.
SODA-OPT an MLIR based flow for co-design and high-level synthesis
2022-01-01 Agostini, N. B.; Curzel, S.; Kaeli, D.; Tumeo, A.