Publications

João Paulo C. de Lima, Asif Ali Khan, Hamid Farzaneh, und Jeronimo Castrillon. Efficient Associative Processing with RTM-TCAMs. In none (Hrsg.), 1st in-Memory Architectures and Computing Applications Workshop (iMACAW), co-located with the 60th Design Automation Conference (DAC'23), 2pp, Juli 2023. [PUMA: accelerator computing-in-memory myown] URL

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jeronimo Castrillon, und Antonio Carlos Schneider Beck. Design Space Exploration for CNN Offloading to FPGAs at the Edge. In IEEE (Hrsg.), 2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), IEEE Computer Society, Los Alamitos, CA, USA, Juni 2023. [PUMA: DNN FPGA accelerator] URL

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jeronimo Castrillon, und Antonio Carlos Schneider Beck. Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs. In IEEE (Hrsg.), Proceedings of the 2023 Design, Automation and Test in Europe Conference (DATE), 6pp, IEEE, April 2023. [PUMA: FPGA accelerator nn] URL

Michael Niemier, Zephan Enciso, Mohammad Mehdi Sharifi, X. Sharon Hu, Ian O'Connor, Alexander Graening, Ravit Sharma, Puneet Gupta, Jeronimo Castrillon, João Paulo C. de Lima, Asif Ali Khan, Hamid Farzaneh, Nashrah Afroze, Asif Islam Khan, und Julien Ryckaert. Smoothing Disruption Across the Stack: Tales of Memory, Heterogeneity, and Compilers. In IEEE (Hrsg.), Proceedings of the 2024 Design, Automation and Test in Europe Conference (DATE), 1--10, IEEE, März 2024. [PUMA: accelerator compiler computing-in-memory myown nn] URL

João Paulo C. de Lima, Benjamin F. Morris III, Asif Ali Khan, Jeronimo Castrillon, und Alex K. Jones. Count2Multiply: Reliable In-memory High-Radix Counting. In arxiv (Hrsg.), 1-14, Arxiv, September 2024. [PUMA: LLM accelerator computing-in-memory myown] URL

João Paulo C de Lima, Asif Ali Khan, Luigi Carro, und Jeronimo Castrillon. Full-Stack Optimization for CAM-Only DNN Inference. In IEEE (Hrsg.), Proceedings of the 2024 Design, Automation and Test in Europe Conference (DATE), 1-6, IEEE, März 2024. [PUMA: NN accelerator computing-in-memory myown] URL

Hamid Farzaneh, João Paulo Cardoso de Lima, Mengyuan Li, Asif Ali Khan, Xiaobo Sharon Hu, und Jeronimo Castrillon. C4CAM: A Compiler for CAM-based In-memory Accelerators. In Association for Computing Machinery (Hrsg.), Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'24), Volume 3, 164--177, Association for Computing Machinery, New York, NY, USA, Mai 2024. [PUMA: accelerator compiler computing-in-memory myown] URL

Asif Ali Khan, Hamid Farzaneh, Karl F. A. Friebel, Clément Fournier, Lorenzo Chelini, und Jeronimo Castrillon. CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms. In IEEE (Hrsg.), Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'25), Association for Computing Machinery, März 2025. [PUMA: accelerator compiler computing-in-memory]