Publications

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

Yuhao Liu, Shubham Rai, Salim Ullah, und Akash Kumar. NetPU-M: a Generic Reconfigurable Neural Network Accelerator Architecture for MLPs. 2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 85-92, 2023. [PUMA: Accelerator FPGA Quantization Reconfiguration myown]