binary-neural-networks | Topic | Ecosyste.ms: Repos

Topic: "binary-neural-networks"

huawei-noah/Efficient-Computing

Efficient computing methods developed by Huawei Noah's Ark Lab

Language: Jupyter Notebook - Size: 100 MB - Last synced at: 17 days ago - Pushed at: 7 months ago - Stars: 1,273 - Forks: 218

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

Language: C++ - Size: 39.7 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 348 - Forks: 95

hpi-xnor/BMXNet-v2

BMXNet 2: An Open-Source Binary Neural Network Implementation Based on MXNet

Language: C++ - Size: 47.5 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 231 - Forks: 31

ryuz/BinaryBrain

Binary Neural Network Framework for FPGA(Differentiable LUT)

Language: C++ - Size: 28.4 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 159 - Forks: 22

AngusG/tensorflow-xnor-bnn

BinaryNets in TensorFlow with XNOR GEMM op

Language: C++ - Size: 189 KB - Last synced at: about 2 months ago - Pushed at: almost 8 years ago - Stars: 156 - Forks: 39

lmbxmu/RBNN

Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network

Language: Python - Size: 1.13 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 76 - Forks: 19

CAS-CLab/Training-Tricks-for-Binarized-Neural-Networks

The collection of training tricks of binarized neural networks.

Size: 84 KB - Last synced at: 20 days ago - Pushed at: about 4 years ago - Stars: 72 - Forks: 12

htqin/BiPointNet

This project is the official implementation of our accepted ICLR 2021 paper BiPointNet: Binary Neural Network for Point Clouds.

Language: Python - Size: 32.2 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 65 - Forks: 10

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 - Size: 813 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 61 - Forks: 13

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

Language: Python - Size: 310 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 57 - Forks: 10

szq0214/S2-BNN

S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)

Language: Python - Size: 240 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 53 - Forks: 11

dizcza/lbcnn.pytorch

PyTorch implementation of Local Binary Convolutional Neural Network http://xujuefei.com/lbcnn.html

Language: Python - Size: 9.77 KB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 48 - Forks: 9

htqin/BiBench

This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.

Language: Python - Size: 110 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 41 - Forks: 3

mzemlyanikin/binary-nets

PyTorch implementation of binary neural networks

Language: Python - Size: 40 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 39 - Forks: 7

hpi-xnor/bitorch

BITorch: Open-Source Implementation of Binary Neural Networks with PyTorch

Language: Python - Size: 2.08 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 38 - Forks: 5

yikaiw/SNN

[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"

Language: Python - Size: 354 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 27 - Forks: 6

zhaohui-yang/Binary-Neural-Networks

Binary neural networks developed by Huawei Noah's Ark Lab

Language: Python - Size: 11.7 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 27 - Forks: 8

EEESlab/combinational-bnn

System Verilog code describing a fully combinational binarized neural network.

Language: SystemVerilog - Size: 116 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 23 - Forks: 15

tajanthan/pmf

Proximal Mean-field for Neural Network Quantization

Language: Python - Size: 27.3 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 21 - Forks: 3

amartya18x/tapas

Tricks for Accelerating (encrypted) Prediction As a Service

Language: HTML - Size: 2.98 MB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 19 - Forks: 6

hpi-xnor/android-image-classification

Language: Java - Size: 34.7 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 17 - Forks: 10

hpi-xnor/ios-image-classification

Language: C++ - Size: 3.39 MB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 13 - Forks: 0

Sense-GVT/BCDNet

Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies

Language: Python - Size: 2.86 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 0

htqin/BiFSMN

Pytorch implementation of BiFSMN, IJCAI 2022

Language: Python - Size: 252 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 1

dizcza/MCMC_BinaryNet

Markov Chain Monte Carlo binary network optimization

Language: Python - Size: 688 KB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 4

TadejMurovic/BNN_Deployment

Part of paper: Massively Parallel Combinational Binary Neural Networks for Edge Processing

Language: MATLAB - Size: 21.2 MB - Last synced at: 12 months ago - Pushed at: almost 6 years ago - Stars: 10 - Forks: 1

hpi-xnor/BMXNet-v2-examples

Examples for BMXNet v2 (https://github.com/hpi-xnor/BMXNet-v2)

Language: Python - Size: 194 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 2

htqin/BiFSMNv2

Pytorch implementation of BiFSMNv2, TNNLS 2023

Language: Python - Size: 140 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3

ATISLabs/TinyML.jl

A set of ML algorithms focused on low-end hardware with bit neural networks.

Language: Julia - Size: 243 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 0

brenoskuk/BinaryCenterNet

Efficient Object Detection Using Binary Neural Networks

Language: Jupyter Notebook - Size: 61.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1

HatDu/LBCNN

An implementation of LBCNN.

Language: Python - Size: 9.77 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

tomomasayamasaki/LAXOR

Design Space Exploration (DSE) simulator for binary neural network accelerator

Language: Python - Size: 31.9 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 1

LeonardDavid/NetDrift Fork of myay/SPICE-Torch

NetDrift simulates and profiles BNNs on unreliable RTM

Language: Python - Size: 4.52 GB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0