cornell-zhang / bnn-fpga
Binarized Convolutional Neural Networks on Software-Programmable FPGAs
☆301Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for bnn-fpga
- HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs☆323Updated 5 years ago
- Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.☆207Updated 5 years ago
- NVDLA is an Open source DL/ML accelerator, which is very suitable for individuals or college students. This is the NOTES when I learn and…☆221Updated 5 years ago
- FPGA based acceleration of Convolutional Neural Networks. The project is developed by Verilog for Altera DE5 Net platform.☆172Updated 7 years ago
- A discussion group on Open Source Deep Learning Accelerator, with technical reports and potential hardware/software issues.☆138Updated 6 years ago
- A convolutional neural network implemented in hardware (verilog)☆151Updated 7 years ago
- FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)☆261Updated 4 years ago
- FPGA-based ZynqNet CNN accelerator developed by Vivado_HLS☆106Updated 7 years ago
- FPGA Accelerator for CNN using Vivado HLS☆297Updated 3 years ago
- A FPGA Based CNN accelerator, following Google's TPU V1.☆119Updated 5 years ago
- Vitis HLS Library for FINN☆178Updated 2 weeks ago
- Scalable systolic array-based matrix-matrix multiplication implemented in Vivado HLS for Xilinx FPGAs.☆304Updated 2 years ago
- FireSim-NVDLA: NVIDIA Deep Learning Accelerator (NVDLA) Integrated with RISC-V Rocket Chip SoC Running on the Amazon FPGA Cloud☆161Updated 2 years ago
- ☆242Updated 4 years ago
- FPGA implementation of Cellular Neural Network (CNN)☆135Updated 6 years ago
- XJTU-Tripler is based on HiPU100, an FPGA-friendly DNN accelerator, developed by CAG, Institute of AI & Robotics, XJTU.☆175Updated 10 months ago
- Deep Learning Accelerator (Convolution Neural Networks)☆165Updated 6 years ago
- SDSoC™ (Software-Defined System-On-Chip) Environment Tutorials☆146Updated 4 years ago
- Xilinx Deep Learning IP☆92Updated 3 years ago
- OpenCL Labs for PAPAA Summer School 2016 Edition☆46Updated 7 years ago
- PYNQ, Neural network Language model, Overlay☆101Updated 5 years ago
- ☆82Updated 4 years ago
- The 1st place winner's source codes for DAC 2018 System Design Contest, FPGA Track☆88Updated 5 years ago
- CNN acceleration on virtex-7 FPGA with verilog HDL☆403Updated 6 years ago
- Rosetta: A Realistic High-level Synthesis Benchmark Suite for Software Programmable FPGAs☆158Updated last year
- FPGA accelerated TinyYOLO v2 object detection neural network☆66Updated 6 years ago
- Light-weighted neural network inference for object detection on small-scale FPGA board☆91Updated 5 years ago
- Documentation for NVDLA.☆236Updated 3 months ago
- The second place winner for DAC-SDC 2020☆96Updated 2 years ago