binary-neural-networks
There are 14 repositories under binary-neural-networks topic.
huawei-noah / Efficient-Computing
Efficient computing methods developed by Huawei Noah's Ark Lab
Language:Jupyter Notebook 1110hpi-xnor / BMXNet
(New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet
Language:C++ 349- Language:C++ 229
AngusG / tensorflow-xnor-bnn
BinaryNets in TensorFlow with XNOR GEMM op
Language:C++ 155ryuz / BinaryBrain
Binary Neural Network Framework for FPGA(Differentiable LUT)
Language:C++ 130Zj-BinXia / BBCU
This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023
Language:Python 112lmbxmu / RBNN
Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
Language:Python 77htqin / BiPointNet
This project is the official implementation of our accepted ICLR 2021 paper BiPointNet: Binary Neural Network for Point Clouds.
Language:Python 73HolmesShuan / Training-Tricks-for-Binarized-Neural-Networks
The collection of training tricks of binarized neural networks.
jaygshah / Binary-Neural-Networks
Implemented here a Binary Neural Network (BNN) achieving nearly state-of-art results but recorded a significant reduction in memory usage and total time taken during training the network.
Language:Python 67szq0214 / S2-BNN
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)
Language:Python 62VITA-Group / BNN_NoBN
[CVPRW 21] "BNN - BN = ? Training Binary Neural Networks without Batch Normalization", Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu, Zhiqiang Shen, Zhangyang Wang
Language:Python 54This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.
Language:Python 46dizcza / lbcnn.pytorch
PyTorch implementation of Local Binary Convolutional Neural Network http://xujuefei.com/lbcnn.html
Language:Python 45mzemlyanikin / binary-nets
PyTorch implementation of binary neural networks
Language:Python 42- Language:Python 32
yikaiw / SNN
[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"
Language:Python 31zhaohui-yang / Binary-Neural-Networks
Binary neural networks developed by Huawei Noah's Ark Lab
Language:Python 28EEESlab / combinational-bnn
System Verilog code describing a fully combinational binarized neural network.
Language:SystemVerilog 27- Language:Python 24
- pmfLanguage:Python 21
amartya18x / tapas
Tricks for Accelerating (encrypted) Prediction As a Service
Language:HTML 19- Language:Python 19
- Language:Java 17
- Language:C++ 13
- Language:Python 11
TadejMurovic / BNN_Deployment
Part of paper: Massively Parallel Combinational Binary Neural Networks for Edge Processing
Language:MATLAB 10Markov Chain Monte Carlo binary network optimization
Language:Python 9Examples for BMXNet v2 (https://github.com/hpi-xnor/BMXNet-v2)
Language:Python 9zhangyifei01 / Awesome-Self-supervised-Learning-of-Tiny-Models
Overview of self-supervised learning of tiny models, including distillation-based methods (aks. self-supervised distillation) and non-distillation methods.
- Language:Julia 5
brenoskuk / BinaryCenterNet
Efficient Object Detection Using Binary Neural Networks
Language:Jupyter Notebook 4harveybc / membrane
Neural Network model with spiking neurons, plasticity, epigenetics and axon delay modelling
Language:C++ 4- Language:Python 4
pminhtam / xnor_conv_pytorch_extension
XNOR-Net with binary conv2d kernels with XNOR GEMM op, support both CPU and GPU.
Language:C 4sfalkena / LAB
The official repository for the paper LAB: Learnable Activation Binarizer for Binary Neural Networks.
Language:Python 3
