Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 38th cycle (2022-2025)
Ph.D. obtained in 2025
Dissertation:
NN2FPGA: Optimizing CNN Inference on FPGAs with Binary Integer Programming
Tutors:
Luciano Lavagno Mario Roberto CasuPublications
Works published during the Ph.D. View all publications in Porto@Iris
- Bosio, Roberto; Minnella, Filippo; Urso, Teodoro; Casu, Mario R.; Lavagno, Luciano; ... (2025)
NN2FPGA: Optimizing CNN Inference on FPGAs With Binary Integer Programming. In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, vol. 44, pp. 1807-1818. ISSN 0278-0070
Contributo su Rivista - Bosio, Roberto; Brignone, Giovanni; Urso, Teodoro; Lazarescu, Mihai T.; Lavagno, ... (2025)
Low-Power Subgraph Isomorphism at the Edge Using FPGAs. In: IEEE ACCESS, vol. 13, pp. 67127-67135. ISSN 2169-3536
Contributo su Rivista - Silvano, Cristina; Ielmini, Daniele; Ferrandi, Fabrizio; Fiorin, Leandro; Curzel, ... (2025)
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms. In: ACM COMPUTING SURVEYS, vol. 57. ISSN 0360-0300
Contributo su Rivista