fpgasystems / spooNN
FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)
☆263Updated 5 years ago
Alternatives and similar repositories for spooNN:
Users that are interested in spooNN are comparing it to the libraries listed below
- ☆245Updated 4 years ago
- FPGA Accelerator for CNN using Vivado HLS☆311Updated 3 years ago
- Scalable systolic array-based matrix-matrix multiplication implemented in Vivado HLS for Xilinx FPGAs.☆326Updated last month
- FPGA based acceleration of Convolutional Neural Networks. The project is developed by Verilog for Altera DE5 Net platform.☆177Updated 8 years ago
- DPU on PYNQ☆209Updated last year
- PYNQ, Neural network Language model, Overlay☆106Updated 5 years ago
- A convolutional neural network implemented in hardware (verilog)☆156Updated 7 years ago
- Binarized Convolutional Neural Networks on Software-Programmable FPGAs☆303Updated 4 years ago
- Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.☆208Updated 5 years ago
- Vitis HLS Library for FINN☆190Updated this week
- Convolutional Neural Network Using High Level Synthesis☆84Updated 4 years ago
- Deep Learning Accelerator (Convolution Neural Networks)☆175Updated 7 years ago
- FPGA-based ZynqNet CNN accelerator developed by Vivado_HLS☆108Updated 7 years ago
- A FPGA Based CNN accelerator, following Google's TPU V1.☆135Updated 5 years ago
- A Tutorial on Putting High-Level Synthesis cores in PYNQ☆104Updated 6 years ago
- HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs☆325Updated 5 years ago
- This is a fully parameterized verilog implementation of computation kernels for accleration of the Inference of Convolutional Neural Netw…☆170Updated 11 months ago
- Convolutional accelerator kernel, target ASIC & FPGA☆183Updated last year
- A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.☆411Updated 5 years ago
- FPGA implementation of Cellular Neural Network (CNN)☆138Updated 6 years ago
- FPGA/AES/LeNet/VGG16☆95Updated 6 years ago
- A trained Convolutional Neural Network implemented on ZedBoard Zynq-7000 FPGA.☆90Updated last year
- Xilinx Deep Learning IP☆93Updated 3 years ago
- FPGA accelerated TinyYOLO v2 object detection neural network☆69Updated 6 years ago
- ☆105Updated 5 years ago
- A collection of extensions for Vitis and Intel FPGA OpenCL to improve developer quality of life.☆315Updated last month
- A discussion group on Open Source Deep Learning Accelerator, with technical reports and potential hardware/software issues.☆138Updated 7 years ago
- 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 con…☆103Updated 6 years ago
- Free TPU for FPGA with compiler supporting Pytorch/Caffe/Darknet/NCNN. An AI processor for using Xilinx FPGA to solve image classificatio…☆245Updated last year
- Dataflow QNN inference accelerator examples on FPGAs☆202Updated last month