0

MVM Engine

A matrix-vector multiplication engine implemented in SystemVerilog and deployed on FPGA.

GitHub

MVM Engine

MVM Diagram

Overview

Implemented a matrix-vector multiplication engine capable of producing 27 outputs in parallel at 270 MHz.

Details

  • Built modules for dot product, accumulator, dual-port memory, and control FSM
  • Optimized dot product operations with DSP48e1 slices
  • Deployed on a PYNQ-Z1 FPGA

Tools

SystemVerilog, AMD Vivado, FPGA Programming, ML Accelerator Design