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A synthesize-able CNN accelerator based on systolic arrays 🌊

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SEAsynth 🌊

A Systolic-Engine based Accelerator (SEA) that can be synthesised to FPGA fabric.

⚠ Repo still subject to change ⚠

Key hardware components of Accelerator

  • Systolic Convolution Engine (SCE)
    • Comprised of stacked systolic arrays
    • Adder-trees at each SCE output
  • ReLU Activation-Function Unit (RAFU)
  • Max-Pooling Unit (MPU)
  • An activation memory

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A synthesize-able CNN accelerator based on systolic arrays 🌊

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