fpga-accelerator topic

Small-scale Tensor Processing Unit built on an FPGA

cameronshinn

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

doonny

Implementation of a Tensor Processing Unit for embedded systems and the IoT.

jofrfu

QKeras: a quantization deep learning library for Tensorflow Keras

google

Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.

hsharma35

Squeezenet V1.1 on Cyclone V SoC-FPGA at 450ms/image, 20x faster than ARM A9 processor alone. A project for 2017 Innovate FPGA design contest.

Er1cZ

OPAE porting to Xilinx FPGA devices.

RSPwFPGAs

Lenet for MNIST handwritten digit recognition using Vivado hls tool

FloyedShen

BARVINN: A Barrel RISC-V Neural Network Accelerator: https://barvinn.readthedocs.io/en/latest/

hossein1387

The codes and artifacts associated with our MICRO'22 paper titled: "Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design"

SamsungLabs