Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA

Hiroshi Nakano, Krzysztof Blachut, Kamil Jeziorek, Piotr Wzorek, Manon Dampfhoffer, Thomas Mesquida, Hiroaki Nishi, Tomasz Kryjak, Thomas Dalgaty

Open source

DOI
10.1007/978-3-031-87995-1_4
Published
2025
Container
Lecture Notes in Computer Science
Publisher
Springer Nature Switzerland
Open access
unknown

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BibTeX

@article{allodium:10.1007/978-3-031-87995-1_4,
  title = {Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA},
  author = {Hiroshi Nakano and Krzysztof Blachut and Kamil Jeziorek and Piotr Wzorek and Manon Dampfhoffer and Thomas Mesquida and Hiroaki Nishi and Tomasz Kryjak and Thomas Dalgaty},
  year = {2025},
  journal = {Lecture Notes in Computer Science},
  doi = {10.1007/978-3-031-87995-1_4},
  url = {https://doi.org/10.1007/978-3-031-87995-1_4}
}

RIS

TY  - JOUR
TI  - Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA
AU  - Hiroshi Nakano
AU  - Krzysztof Blachut
AU  - Kamil Jeziorek
AU  - Piotr Wzorek
AU  - Manon Dampfhoffer
AU  - Thomas Mesquida
AU  - Hiroaki Nishi
AU  - Tomasz Kryjak
AU  - Thomas Dalgaty
PY  - 2025
JO  - Lecture Notes in Computer Science
DO  - 10.1007/978-3-031-87995-1_4
UR  - https://doi.org/10.1007/978-3-031-87995-1_4
ER  - 

APA

Nakano, H., Blachut, K., Jeziorek, K., Wzorek, P., Dampfhoffer, M., Mesquida, T., Nishi, H., Kryjak, T., & Dalgaty, T. (2025). Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA. Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-031-87995-1_4

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