HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks

Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin-Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing. HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks. IEEE Trans. on CAD of Integrated Circuits and Systems, 42(11):3997-4010, November 2023. [doi]

@article{ZhangMSLKTGANR23,
  title = {HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks},
  author = {Tianqi Zhang and Justin Morris and Kenneth Michael Stewart and Hin-Wai Lui and Behnam Khaleghi and Anthony Thomas and Thiago Goncalves-Marback and Baris Aksanli and Emre O. Neftci and Tajana Rosing},
  year = {2023},
  month = {November},
  doi = {10.1109/TCAD.2023.3264167},
  url = {https://doi.org/10.1109/TCAD.2023.3264167},
  researchr = {https://researchr.org/publication/ZhangMSLKTGANR23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. on CAD of Integrated Circuits and Systems},
  volume = {42},
  number = {11},
  pages = {3997-4010},
}