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Serena Curzel
Serena Curzel
Verified email at polimi.it
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Bambu: an open-source research framework for the high-level synthesis of complex applications
F Ferrandi, VG Castellana, S Curzel, P Fezzardi, M Fiorito, M Lattuada, ...
2021 58th ACM/IEEE Design Automation Conference (DAC), 1327-1330, 2021
622021
The HERMES-technologic and scientific pathfinder
F Fiore, L Burderi, M Lavagna, R Bertacin, Y Evangelista, R Campana, ...
Space Telescopes and Instrumentation 2020: Ultraviolet to Gamma Ray 11444 …, 2020
542020
The scientific payload on-board the HERMES-TP and HERMES-SP CubeSat missions
Y Evangelista, F Fiore, F Fuschino, R Campana, F Ceraudo, E Demenev, ...
Space Telescopes and Instrumentation 2020: Ultraviolet to Gamma Ray 11444 …, 2020
322020
An MLIR-based compiler flow for system-level design and hardware acceleration
NB Agostini, S Curzel, V Amatya, C Tan, M Minutoli, VG Castellana, ...
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022
192022
Timing techniques applied to distributed modular high-energy astronomy: the HERMES project
A Sanna, L Burderi, T Di Salvo, F Fiore, A Riggio, A Gambino, M Lavagna, ...
Space Telescopes and Instrumentation 2020: Ultraviolet to Gamma Ray 11444 …, 2020
182020
Automated generation of integrated digital and spiking neuromorphic machine learning accelerators
S Curzel, NB Agostini, S Song, I Dagli, A Limaye, C Tan, M Minutoli, ...
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-7, 2021
172021
GrailQuest and HERMES: hunting for gravitational wave electromagnetic counterparts and probing space-time quantum foam
L Burderi, T Di Salvo, A Riggio, AF Gambino, A Sanna, F Fiore, F Amarilli, ...
Space Telescopes and Instrumentation 2020: Ultraviolet to Gamma Ray 11444 …, 2021
172021
Bridging Python to silicon: The SODA toolchain
NB Agostini, S Curzel, JJ Zhang, A Limaye, C Tan, V Amatya, M Minutoli, ...
IEEE Micro 42 (5), 78-88, 2022
132022
The HERMES mission: A CubeSat constellation for multi-messenger astrophysics
F Scala, G Zanotti, S Curzel, M Fetescu, P Lunghi, M Lavagna, R Bertacin
5th IAA Conference on University Satellite Missions and CubeSat Workshop 173 …, 2020
122020
A survey on deep learning hardware accelerators for heterogeneous hpc platforms
C Silvano, D Ielmini, F Ferrandi, L Fiorin, S Curzel, L Benini, F Conti, ...
arXiv preprint arXiv:2306.15552, 2023
92023
SODA-OPT an MLIR based flow for co-design and high-level synthesis
NB Agostini, S Curzel, D Kaeli, A Tumeo
Proceedings of the 19th ACM International Conference on Computing Frontiers …, 2022
62022
The payload data handling unit (PDHU) on-board the HERMES-TP and HERMES-SP CubeSat missions
A Guzman, S Pliego, J Bayer, Y Evangelista, G La Rosa, G Sottile, ...
Space Telescopes and Instrumentation 2020: Ultraviolet to Gamma Ray 11444 …, 2020
62020
HERMES: qualification of High pErformance pRogrammable Microprocessor and dEvelopment of Software ecosystem
N Ibellaatti, E Lepape, A Kilic, K Akyel, K Chouayakh, F Ferrandi, ...
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-5, 2023
32023
End-to-End Synthesis of Dynamically Controlled Machine Learning Accelerators
S Curzel, NB Agostini, VG Castellana, M Minutoli, A Limaye, J Manzano, ...
IEEE Transactions on Computers 71 (12), 3074-3087, 2022
32022
The SODA approach: leveraging high-level synthesis for hardware/software co-design and hardware specialization
NB Agostini, S Curzel, A Limaye, V Amatya, M Minutoli, VG Castellana, ...
Proceedings of the 59th ACM/IEEE Design Automation Conference, 1359-1362, 2022
22022
Higher-Level Synthesis: experimenting with MLIR polyhedral representations for accelerator design
S Curzel, S Jovic, M Fiorito, A Tumeo, F Ferrandi
IMPACT 2022: 12th International Workshop on Polyhedral Compilation …, 2022
22022
De-specializing an HLS library for Deep Neural Networks: improvements upon hls4ml
S Curzel, N Ghielmetti, M Fiorito, F Ferrandi
arXiv preprint arXiv:2103.13060, 2021
22021
Truefloat: A templatized arithmetic library for hls floating-point operators
M Fiorito, S Curzel, F Ferrandi
International Conference on Embedded Computer Systems, 486-493, 2023
12023
Towards On-Chip Learning for Low Latency Reasoning with End-to-End Synthesis
VG Castellana, NB Agostini, A Limaye, V Amatya, M Minutoli, J Manzano, ...
Proceedings of the 28th Asia and South Pacific Design Automation Conference …, 2023
12023
MLIR Loop Optimizations for High-Level Synthesis: a Case Study
S Curzel, S Jovic, M Fiorito, A Tumeo, F Ferrandi
Proceedings of the International Conference on Parallel Architectures and …, 2022
12022
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