Staff information

PNNL Publications

2025

• Bohm Agostini N., G. Gozzi, M. Fiorito, C. Barone, S. Curzel, A.M. Limaye, and M. Minutoli, et al. 2025. "Extending High-Level Synthesis with AI/ML Methods." In Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design (ICCAD 2024), October 27-31, 2024, New York, NY, Paper No. 28. New York, New York:Association for Computing Machinery. PNNL-SA-202929. doi:10.1145/3676536.3689923

2024

• Barone C., R. Kushwah, A.M. Limaye, V.G. Castellana, G. Gozzi, M. Fiorito, and F. Ferrandi, et al. 2024. "To Cache or not to Cache? Exploring the Design Space of Tunable, HLS-generated Accelerators." In Proceedings of the International Symposium on Memory Systems (MEMSYS 2024), September 30-October 3, 2024, Washington, D.C., 210-218. New York, New York:Association for Computing Machinery. PNNL-SA-200208. doi:10.1145/3695794.3695815
• Limaye A.M., C. Barone, N. Bohm Agostini, M. Minutoli, J.B. Manzano Franco, V.G. Castellana, and G. Gozzi, et al. 2024. "Towards Automated Generation of Chiplet-Based Systems." In Proceedings of the 29th Asia and South Pacific Design Automation Conference (ASPDAC 2024), January 22-25, 2024, Incheon, South Korea, 771-776. Piscataway, New Jersey:IEEE. PNNL-SA-192586. doi:10.1109/ASP-DAC58780.2024.10473980

2023

• Castellana V.G., N. Bohm Agostini, A.M. Limaye, V.C. Amatya, M. Minutoli, J.B. Manzano Franco, and A. Tumeo, et al. 2023. "Towards On-Chip Learning for Low Latency Reasoning with End-to-End Synthesis." In Proceedings of the 28th Asia and South Pacific Design Automation Conference (ASPDAC 2023), January 16-19, 2023, Tokyo, Japan, 632-638. New York, New York:Association for Computing Machinery. PNNL-SA-179740. doi:10.1145/3566097.3568360

2022

• Bohm Agostini N., A.M. Limaye, M. Minutoli, V.G. Castellana, J.B. Manzano Franco, A. Tumeo, and S. Curzel, et al. 2022. "SODA Synthesizer: an Open-source, Multi-level, Modular, Extensible Compiler from High-level Frameworks to Silicon." In Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design (ICCAD 2022), October 30-November 3, 2022, San Diego, CA, Art. No. 18. New York, New York:Association for Computing Machinery. PNNL-SA-176485. doi:10.1145/3508352.3561101
• Bohm Agostini N., S. Curzel, A.M. Limaye, V.C. Amatya, M. Minutoli, V.G. Castellana, and J.B. Manzano Franco, et al. 2022. "The SODA Approach: Leveraging High-Level Synthesis for Hardware/Software Co-design and Hardware Specialization: Invited." In Proceedings of the 59th ACM/IEEE Design Automation Conference (DAC 2022), July 10-14, 2022, San Francisco, CA, 1359-1362. New York, New York:Association for Computing Machinery. PNNL-SA-172445. doi:10.1145/3489517.3530628
• Bohm Agostini N., S. Curzel, J. Zhang, A.M. Limaye, C. Tan, V.C. Amatya, and M. Minutoli, et al. 2022. "Bridging Python to Silicon: The SODA Toolchain." IEEE Micro 42, no. 5:78 - 88. PNNL-SA-169276. doi:10.1109/MM.2022.3178580

2021

• Curzel S., N. Bohm Agostini, S. Song, I. Dagli, A.M. Limaye, C. Tan, and M. Minutoli, et al. 2021. "Automated Generation of Integrated Digital and Spiking Neuromorphic Machine Learning Accelerators." In IEEE/ACM International Conference On Computer Aided Design (ICCAD 2021), November 1-4, 2021, Munich, Germany, 1-7. Piscataway, New Jersey:IEEE. PNNL-SA-166239. doi:10.1109/ICCAD51958.2021.9643474
• Zhang J., N. Bohm Agostini, S. Song, C. Tan, A.M. Limaye, V.C. Amatya, and J.B. Manzano Franco, et al. 2021. "Towards Automatic and Agile AI/ML Accelerator Design with End-to-End Synthesis." In IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors (ASAP 2021), July 7-9, 2021, Virtual, 218-225. Piscataway, New Jersey:IEEE. PNNL-SA-163507. doi:10.1109/ASAP52443.2021.00040