StreamLearn-FPGA: An Elastic Weight Consolidation Accelerator for Online Continual Learning on Reconfigurable SoCs

Saher Elsayed. StreamLearn-FPGA: An Elastic Weight Consolidation Accelerator for Online Continual Learning on Reconfigurable SoCs. In Gianluca Leone, Andrés Otero, Paola Busia, Paolo Meloni, editors, Applied Reconfigurable Computing. Architectures, Tools, and Applications - 22nd International Symposium, ARC 2026, Cagliari, Sardinia, Italy, April 8-10, 2026, Proceedings. Volume 16514 of Lecture Notes in Computer Science, pages 51-62, Springer, 2026. [doi]

@inproceedings{Elsayed26-3,
  title = {StreamLearn-FPGA: An Elastic Weight Consolidation Accelerator for Online Continual Learning on Reconfigurable SoCs},
  author = {Saher Elsayed},
  year = {2026},
  doi = {10.1007/978-3-032-29365-7_4},
  url = {https://doi.org/10.1007/978-3-032-29365-7_4},
  researchr = {https://researchr.org/publication/Elsayed26-3},
  cites = {0},
  citedby = {0},
  pages = {51-62},
  booktitle = {Applied Reconfigurable Computing. Architectures, Tools, and Applications - 22nd International Symposium, ARC 2026, Cagliari, Sardinia, Italy, April 8-10, 2026, Proceedings},
  editor = {Gianluca Leone and Andrés Otero and Paola Busia and Paolo Meloni},
  volume = {16514},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-032-29365-7},
}