binary-neural-networks
There are 42 repositories under binary-neural-networks topic.
huawei-noah/Efficient-Computing
Efficient computing methods developed by Huawei Noah's Ark Lab
hpi-xnor/BMXNet
(New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet
hpi-xnor/BMXNet-v2
BMXNet 2: An Open-Source Binary Neural Network Implementation Based on MXNet
AngusG/tensorflow-xnor-bnn
BinaryNets in TensorFlow with XNOR GEMM op
ryuz/BinaryBrain
Binary Neural Network Framework for FPGA(Differentiable LUT)
Zj-BinXia/BBCU
This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023
lmbxmu/RBNN
Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
htqin/BiPointNet
This project is the official implementation of our accepted ICLR 2021 paper BiPointNet: Binary Neural Network for Point Clouds.
CAS-CLab/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.
szq0214/S2-BNN
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)
VITA-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
htqin/BiBench
[ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.
dizcza/lbcnn.pytorch
PyTorch implementation of Local Binary Convolutional Neural Network http://xujuefei.com/lbcnn.html
mzemlyanikin/binary-nets
PyTorch implementation of binary neural networks
hpi-xnor/bitorch
BITorch: Open-Source Implementation of Binary Neural Networks with PyTorch
yikaiw/SNN
[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"
htqin/BiFSMNv2
Pytorch implementation of BiFSMNv2, TNNLS 2023
EEESlab/combinational-bnn
System Verilog code describing a fully combinational binarized neural network.
zhaohui-yang/Binary-Neural-Networks
Binary neural networks developed by Huawei Noah's Ark Lab
tajanthan/pmf
Proximal Mean-field for Neural Network Quantization
htqin/BiFSMN
Pytorch implementation of BiFSMN, IJCAI 2022
amartya18x/tapas
Tricks for Accelerating (encrypted) Prediction As a Service
Sense-GVT/BCDNet
Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies
TadejMurovic/BNN_Deployment
Part of paper: Massively Parallel Combinational Binary Neural Networks for Edge Processing
dizcza/MCMC_BinaryNet
Markov Chain Monte Carlo binary network optimization
hpi-xnor/BMXNet-v2-examples
Examples for BMXNet v2 (https://github.com/hpi-xnor/BMXNet-v2)
sfalkena/LAB
The official repository for the paper LAB: Learnable Activation Binarizer for Binary Neural Networks.
ATISLabs/TinyML.jl
A set of ML algorithms focused on low-end hardware with bit neural networks.
zhangyifei01/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.
brenoskuk/BinaryCenterNet
Efficient Object Detection Using Binary Neural Networks
HatDu/LBCNN
An implementation of LBCNN.
pminhtam/xnor_conv_pytorch_extension
XNOR-Net with binary conv2d kernels with XNOR GEMM op, support both CPU and GPU.
Huizerd/bnns
Implementation of binary neural networks with PyTorch and VHDL.