ralbertazzi / bnnLinks
Training and Implementation of a CNN for image classification with binary weights and activations on FPGA with HLS tools
☆53Updated 7 years ago
Alternatives and similar repositories for bnn
Users that are interested in bnn are comparing it to the libraries listed below
Sorting:
- A generic Convolutional Neural Network (CNN) Accelerator (CNNA) for FPGA☆26Updated 3 years ago
- Example of Tiny YOLO deployed using Xilinx BNN-PYNQ.☆31Updated 6 years ago
- FPGA and GPU acceleration of LeNet5☆34Updated 6 years ago
- Convolutional Neural Network Using High Level Synthesis☆88Updated 5 years ago
- Light-weighted neural network inference for object detection on small-scale FPGA board☆93Updated 6 years ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆93Updated 4 years ago
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ☆59Updated 3 years ago
- A VGG accelerator by System Verilog on DE1-SoC FPGA. Row Stationary (RS) dataflow is adopted, and computations are based on fixed point 1…☆34Updated 6 years ago
- CNN-Accelerator based on FPGA developed by verilog HDL.☆48Updated 5 years ago
- A DNN Accelerator implemented with RTL.☆67Updated 9 months ago
- FPGA-based ZynqNet CNN accelerator developed by Vivado_HLS☆112Updated 8 years ago
- The second place winner for DAC-SDC 2020☆97Updated 3 years ago
- A trained Convolutional Neural Network implemented on ZedBoard Zynq-7000 FPGA.☆99Updated last year
- FPGA-based neural network inference project for 2020 DAC System Design Contest☆115Updated 4 years ago
- Some attempts to build CNN on PYNQ.☆24Updated 6 years ago
- Deploy CNN accelerator in embedded OS using SDSOC and Xilinx Ultrascale+ ZCU102 platform.☆25Updated 7 years ago
- This is the first step to implement RNN on FPGAs. All modules are heavily commented. We will use High-Level Synthesis to turn these code …☆23Updated 6 years ago
- An HLS based winograd systolic CNN accelerator☆54Updated 4 years ago
- FPGA/AES/LeNet/VGG16☆108Updated 7 years ago
- hls code zynq 7020 pynq z2 CNN☆85Updated 6 years ago
- Quantized Training for Convolutional Neural Networks using Xilinx Brevitas☆12Updated 3 years ago
- PyTorch implementation of DiracDeltaNet from paper Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs☆32Updated 6 years ago
- Deep Learning Accelerator (Convolution Neural Networks)☆194Updated 7 years ago
- Arrhythmia Detection Using Algorithm and Hardware Co-design for Neural Network Inference Accelerators☆16Updated 2 years ago
- Convolution Neural Network of vgg19 model in verilog☆49Updated 7 years ago
- FPGA accelerator and port of the emotion recognition CNN running in C on Xilinx ZYNQ☆21Updated 6 years ago
- ☆48Updated 7 years ago
- HLS implemented systolic array structure☆41Updated 7 years ago
- ☆119Updated 5 years ago
- This project implements a convolution kernel based on vivado HLS on zcu104☆37Updated 5 years ago