Dottorato in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 34o ciclo (2018-2021)
Dottorato concluso nel 2022
Tesi:
FPGA Acceleration of Domain-specific Kernels via High-Level Synthesis (Abstract)
Tutori:
Mario Roberto CasuPubblicazioni
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- Mansoori, Mohammad Amir; Casu, Mario R. (2022)
Efficient Training and Hardware Co-design of Machine Learning Models. In: International Conference on Applications in Electronics Pervading Industry, Environment and Society (Applepies), 2021, Pisa, Italy, Sep. 2021, pp. 243-248. ISSN 1876-1100. ISBN: 978-3-030-95497-0
Contributo in Atti di Convegno (Proceeding) - Mansoori, Mohammadamir (2022)
FPGA Acceleration of Domain-specific Kernels via High-Level Synthesis. relatore: CASU, MARIO ROBERTO; , 34. XXXIV Ciclo, P.: 164
Doctoral Thesis - Mansoori, Mohammad Amir; Casu, Mario R. (2022)
HLS-based dataflow hardware architecture for Support Vector Machine in FPGA. In: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Austin, Texas, USA, 27 May 2022 - 01 June 2022, pp. 41-45. ISBN: 978-1-6654-8485-5
Contributo in Atti di Convegno (Proceeding) - Mansoori, Mohammad Amir; Lu, Pan; Casu, Mario R. (2021)
FPGA Acceleration of 3D FDTD for Multi-Antennas Microwave Imaging Using HLS. In: IEEE ACCESS, vol. 9, pp. 122696-122711. ISSN 2169-3536
Contributo su Rivista - Mansoori, M. A.; Casu, M. R. (2020)
High level design of a flexible PCA hardware accelerator using a new block-streaming method. In: ELECTRONICS, vol. 9, pp. 449-471. ISSN 2079-9292
Contributo su Rivista - Mansoori, Mohammadamir; Casu, Mario R. (2019)
HLS-Based Flexible Hardware Accelerator for PCA Algorithm on a Low-Cost ZYNQ SoC. In: 2019 IEEE Nordic Circuits and Systems Conference, NORCAS 2019: NORCHIP and International Symposium of System-on-Chip, SoC 2019, Helsinki, Finland, 29-30 October 2019, pp. 1-7. ISBN: 978-1-7281-2769-9
Contributo in Atti di Convegno (Proceeding) - Rodriguez Duarte, D. O.; Mansoori, Mohammadamir; Tobon Vasquez, J. A.; Turvani, G.; ... (2019)
Development of an EM Device for Cerebrovascular Diseases Imaging and Hardware Acceleration for Imaging Algorithms within the EMERALD Network. In: 13th European Conference on Antennas and Propagation (EuCAP 2019), Cracovia (POL). ISBN: 978-88-907018-8-7
Contributo in Atti di Convegno (Proceeding) - Mansoori, Mohammadamir; Casu, Mario R. (2019)
Efficient FPGA Implementation of PCA Algorithm for Large Data using High Level Synthesis. In: 2019 15th Conference on Ph.D Research in Microelectronics and Electronics (PRIME), Lausanne (CH), 15-18 July 2019, pp. 65-68. ISBN: 978-1-7281-3549-6
Contributo in Atti di Convegno (Proceeding)