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Contents:

  • Introduction
  • Design
  • Verification
  • Software Stack
  • FPGA Prototyping
  • Examples
  • Credits and Publications
  • Acknowledgement
BARVINN
  • BARVINN: Barrel RISC-V Neural Network Accelerator
  • Edit on GitHub

BARVINN: Barrel RISC-V Neural Network Accelerator

Editor: MohammadHossein AskariHemmat m.h.askari.hemmat@gmail.com

Contents:

  • Introduction
  • Design
    • BARVINN
    • Matrix Vector Unit (MVU) Array
    • PITO: A Barrel RISC-V Processor
  • Verification
    • Verification Environement
    • Testbench Monitor
    • Testbench Predictor
    • Testbench Base
    • Testbench Top
    • Running a Test in PITO Verification Environment
  • Software Stack
    • Code Generator
  • FPGA Prototyping
  • Examples
    • Environment Setup
    • Matrix Multiplication
    • Convolution
    • Classification
    • Segmentation
  • Credits and Publications
  • Acknowledgement
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