AlexMontgomerie / fpgaconvnet-tutorialLinks
A collection of tutorials for the fpgaConvNet framework.
☆46Updated last year
Alternatives and similar repositories for fpgaconvnet-tutorial
Users that are interested in fpgaconvnet-tutorial are comparing it to the libraries listed below
Sorting:
- An FPGA Accelerator for Transformer Inference☆92Updated 3 years ago
- FPGA-based hardware accelerator for Vision Transformer (ViT), with Hybrid-Grained Pipeline.☆106Updated 9 months ago
- An HLS based winograd systolic CNN accelerator☆54Updated 4 years ago
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ☆59Updated 3 years ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆95Updated 4 years ago
- Open-source of MSD framework☆16Updated 2 years ago
- Sparse CNN Accelerator targeting Intel FPGA☆12Updated 4 years ago
- ☆120Updated 5 years ago
- Hardware accelerator for convolutional neural networks☆59Updated 3 years ago
- PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial functi…☆54Updated last year
- Vitis HLS Library for FINN☆210Updated last month
- High Level Synthesis of a trained Convolutional Neural Network for handwritten digit recongnition.☆41Updated last year
- A DNN Accelerator implemented with RTL.☆68Updated 10 months ago
- Verilog implementation of Softmax function☆75Updated 3 years ago
- FPGA based Vision Transformer accelerator (Harvard CS205)☆137Updated 9 months ago
- A generic Convolutional Neural Network (CNN) Accelerator (CNNA) for FPGA☆27Updated 4 years ago
- This project implements a convolution kernel based on vivado HLS on zcu104☆37Updated 5 years ago
- The second place winner for DAC-SDC 2020☆97Updated 3 years ago
- Performance and resource models for fpgaConvNet: a Streaming-Architecture-based CNN Accelerator.☆30Updated last year
- PYNQ-Torch: a framework to develop PyTorch accelerators on the PYNQ platform☆72Updated 5 years ago
- Convolutional Neural Network Using High Level Synthesis☆89Updated 5 years ago
- ☆14Updated 2 years ago
- ☆46Updated 2 years ago
- A Flexible and Energy Efficient Accelerator For Sparse Convolution Neural Network☆118Updated 3 months ago
- ☆71Updated 6 years ago
- CNN hardware accelerator to accelerate quantized LeNet-5 model☆41Updated 2 years ago
- HLS implemented systolic array structure☆41Updated 8 years ago
- ☆11Updated last year
- FPGA-based neural network inference project for 2020 DAC System Design Contest☆115Updated 4 years ago
- CHARM: Composing Heterogeneous Accelerators on Heterogeneous SoC Architecture☆159Updated this week