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WinoCNN: Kernel Sharing Winograd Systolic Array for Efficient Convolutional Neural Network Acceleration on FPGAs.

Xinheng LiuYao ChenCong HaoAshutosh DharDeming Chen
Published in: ASAP (2021)
Keyphrases
  • convolutional neural network
  • systolic array
  • support vector
  • kernel methods
  • multi agent systems
  • pairwise
  • higher order
  • lightweight
  • information sharing
  • hardware implementation
  • data flow
  • reconfigurable architecture