Training Deep Neural Networks with binary weights during propagations
☆382Feb 15, 2016Updated 10 years ago
Alternatives and similar repositories for BinaryConnect
Users that are interested in BinaryConnect are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1☆1,064Nov 28, 2018Updated 7 years ago
- Source code for ``Neural Networks with Few Multiplications'' published at ICLR 2016☆80Apr 28, 2016Updated 9 years ago
- Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1☆309Nov 10, 2021Updated 4 years ago
- ImageNet classification using binary Convolutional Neural Networks☆866Dec 5, 2017Updated 8 years ago
- Implementation of BinaryConnect on Pytorch☆39Apr 28, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Training deep neural networks with low precision multiplications☆64Jul 16, 2015Updated 10 years ago
- This is a deep learning framework for cnn which using xnor method to accelerate calculating convolution layer on cpu.☆87Jan 25, 2017Updated 9 years ago
- ☆19Sep 11, 2017Updated 8 years ago
- An efficient framework for convolutional neural networks☆279Aug 30, 2023Updated 2 years ago
- Implementation of Ternary Weight Networks In Caffe☆63Nov 29, 2016Updated 9 years ago
- BinaryNets in TensorFlow with XNOR GEMM op☆154Aug 23, 2017Updated 8 years ago
- Implementation for Trained Ternary Network.☆108Jan 13, 2017Updated 9 years ago
- (New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet☆351Nov 18, 2019Updated 6 years ago
- Binarized Neural Network (BNN) for pytorch☆531Nov 6, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PyTorch Implementation of XNOR-Net☆493Feb 27, 2023Updated 3 years ago
- ☆405Mar 15, 2019Updated 7 years ago
- Experimental keras implementation of novel neural network structures☆433Sep 29, 2018Updated 7 years ago
- Code for the paper "Training Binary Neural Networks with Bayesian Learning Rule☆41Jan 4, 2022Updated 4 years ago
- Binarized Neural Network TF training code + C matrix / eval library.☆101Nov 1, 2017Updated 8 years ago
- Ristretto: Quantization and compression of large AI models. Author: Philipp Gysel.☆288Jan 24, 2026Updated 2 months ago
- Caffe implementation of accurate low-precision neural networks☆119Oct 25, 2018Updated 7 years ago
- This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…☆31Jul 25, 2019Updated 6 years ago
- Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2…☆186Mar 28, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Torch implementation of the Deep Network for Global Optimization (DNGO)☆51Jul 26, 2016Updated 9 years ago
- ☆141Nov 24, 2017Updated 8 years ago
- Computation Graph Toolkit☆635Apr 10, 2018Updated 8 years ago
- Caffe Implementation for Incremental network quantization☆191Jul 29, 2018Updated 7 years ago
- Exploring differentiation with respect to hyperparameters☆297Jan 15, 2016Updated 10 years ago
- experimental binary net implementation in chainer☆102Feb 14, 2016Updated 10 years ago
- Ternary Weights and Activations☆26Jul 23, 2018Updated 7 years ago
- ☆134Apr 23, 2016Updated 9 years ago
- Training Low-bits DNNs with Stochastic Quantization☆74Aug 4, 2017Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Traffic sign recognition with Torch☆176May 24, 2016Updated 9 years ago
- Binary Weight Network and XNOR Network.☆63Jun 4, 2016Updated 9 years ago
- residual-SqueezeNet☆155Mar 15, 2019Updated 7 years ago
- ☆11Aug 16, 2015Updated 10 years ago
- Low-precision matrix multiplication☆1,838Jan 29, 2024Updated 2 years ago
- Deep Networks with Stochastic Depth☆480Aug 13, 2018Updated 7 years ago
- Binarized Dense and Conv2D layers for Keras☆17Jun 17, 2017Updated 8 years ago