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A matrix vector multiplication engine inspired by Microsoft's Project Brainwave FPGA accelerator for Deep Neural Network inference.

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Making-Brainwaves

This project is inspired by Project Brainwave by Microsoft!

It contains:

  • a matrix vector multiplication engine, capable of computing up to 24 outputs in a single computation at 200 MHz
  • a fully pipelined activation unit using a fully-pipelined taylor series approximation of the hyperbolic tangent function ($tanh$)

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A matrix vector multiplication engine inspired by Microsoft's Project Brainwave FPGA accelerator for Deep Neural Network inference.

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