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28 search results found

Paddle Lite ⭐ 6,823

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）

Neural Networks On Silicon ⭐ 1,696

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.

Brevitas ⭐ 1,015

Brevitas: neural network quantization in PyTorch

Pipecnn ⭐ 916

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

Embedded Neural Network ⭐ 547

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

QKeras: a quantization deep learning library for Tensorflow Keras

Blueoil ⭐ 243

Bring Deep Learning to small devices

Convolution_network_on_fpga ⭐ 187

CNN acceleration on virtex-7 FPGA with verilog HDL

Binarybrain ⭐ 118

Binary Neural Network Framework for FPGA(Differentiable LUT)

Dnnweaver2 ⭐ 112

Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624

CHARM: Composing Heterogeneous Accelerators on Versal ACAP Architecture

QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

An Open Source Deep Learning Inference Engine Based on FPGA

A Data-Centric Compiler for Machine Learning

Deep Neural Network Hardware Accelerator ⭐ 40

SystemVerilog HDL and TB code Deep Neural Network Hardware Accelerator implementation on zybo 7010 FPGA and also C code for Vivado SDK Software

Neural Networks On Silicon ⭐ 32

This is a collection of works on neural networks and neural accelerators.

Managed_ml_systems_and_iot ⭐ 32

Managed Machine Learning Systems and Internet of Things Live Lesson

Deepburning ⭐ 32

Automatic generation of FPGA-based learning accelerators for the neural network family

An LSTM template and a few examples using Vivado HLS

Handwritten Digit Recognition Painter ⭐ 18

A handwritten digit recognition painter implementation on Basys 3 Artix-7 FPGA using Verilog.

Inferno Realtime Fire Detection Using Cnns ⭐ 17

FPGA Deployable Fire Detection Model for Real-Time Video Surveillance Systems Using Convolutional Neural Networks

Fpga Cnn ⭐ 16

This repo is for ECE44x (Fall2015-Spring2016)

Vp_awsfpga ⭐ 13

Virtual Platform for AWS FPGA support

Awesome Fpga List ⭐ 12

A collection of some awesome public FPGA projects.

Elastic Ai.creator ⭐ 12

elastic ai.creator

Study Materials ⭐ 12

Deep Learning Hardware Accelerator ⭐ 11

Paper Collection of Deep Learning Hardware Accelerator

Pocket Cnn ⭐ 9

CNN-to-FPGA-framework for small CNN, written in VHDL and Python

Hls_for_cnn ⭐ 7

This repo has codes for hardware accelerator design for CNNs using high level synthesis from Altera.

Improving_per_esti_for_fpga Based_acc_for_cnns Arc2020 ⭐ 6

A codebase accompanying the paper "Improving Performance Estimation for FPGA-based Accelerators for Convolutional Neural Networks", by Ferianc et al. presented at ARC'2020

Kapitanov.github.io ⭐ 5

CV. Kapitanov Alexander. Deep Learning Engineer, Ex. Lead FPGA developer.

Deep Learning Resources ⭐ 5

Getting Started with Deep learning resources

Simple Voice Activity Detector Using Mfcc Based On Fpga Kintex ⭐ 5

Voice Activity Detector based on MFCC features and DNN model

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