Accdnn
A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Neural Networks On Silicon | 1,696 | 5 months ago | ||||||||
| This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture. | ||||||||||
| Pipecnn | 916 | 2 years ago | 35 | apache-2.0 | C | |||||
| An OpenCL-based FPGA Accelerator for Convolutional Neural Networks | ||||||||||
| Yolov2_xilinx_fpga | 624 | 7 months ago | 78 | mit | C | |||||
| A demo for accelerating YOLOv2 in xilinx's fpga pynq/zedboard | ||||||||||
| Qkeras | 514 |  | 2 | 5 months ago | 1 | July 07, 2021 | 38 | apache-2.0 | Python | |
| QKeras: a quantization deep learning library for Tensorflow Keras | ||||||||||
| Zynqnet | 510 | 7 years ago | 38 | gpl-3.0 | HTML | |||||
| Master Thesis "ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network" | ||||||||||
| Heterocl | 281 | a year ago | 98 | apache-2.0 | Python | |||||
| HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing | ||||||||||
| Esp | 267 | 6 months ago | 34 | other | C | |||||
| Embedded Scalable Platforms: Heterogeneous SoC architecture and IP integration made easy | ||||||||||
| Bnn Fpga | 218 | 4 years ago | 2 | bsd-3-clause | C | |||||
| Binarized Convolutional Neural Networks on Software-Programmable FPGAs | ||||||||||
| Fletcher | 217 | 7 months ago | 19 | October 26, 2021 | 11 | apache-2.0 | VHDL | |||
| Fletcher: A framework to integrate FPGA accelerators with Apache Arrow | ||||||||||
| Accelerating Cnn With Fpga | 164 | 5 years ago | 1 | other | C++ | |||||
| This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU. | ||||||||||
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