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.
☆76Apr 21, 2021Updated 5 years ago
Alternatives and similar repositories for Binary-Neural-Networks
Users that are interested in Binary-Neural-Networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Exploring "Binary Neural Networks" (https://arxiv.org/abs/1602.02830) in Theano. A set of experiments that use binarised weights and/or …☆17Sep 8, 2017Updated 9 years ago
- binary weight neural network implementation on tensorflow☆54Mar 23, 2018Updated 8 years ago
- A Keras code on Binary Neural Networks☆20Dec 5, 2022Updated 3 years ago
- BMXNet 2: An Open-Source Binary Neural Network Implementation Based on MXNet☆233May 20, 2022Updated 4 years ago
- Keras implementations of BinaryNet and XNORNet☆56Nov 20, 2017Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PyTorch implementation of binary neural networks☆45Mar 20, 2019Updated 7 years ago
- A curated list of binary neural network research papers and software packages.☆29May 10, 2026Updated 5 months ago
- BNNs (XNOR, BNN and DoReFa) implementation for PyTorch 2.x+☆40Feb 20, 2026Updated 8 months ago
- System Verilog code describing a fully combinational binarized neural network.☆36Jul 6, 2018Updated 8 years ago
- HLS code for a BNN accelerator☆17Sep 13, 2018Updated 8 years ago
- Pytorch Implementation using Binary Weighs and activation.Accuracies are comparable .☆45Jan 19, 2020Updated 6 years ago
- [CVPRW 21] "BNN - BN = ? Training Binary Neural Networks without Batch Normalization", Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu…☆56Dec 30, 2021Updated 4 years ago
- Markov Chain Monte Carlo binary network optimization☆12Dec 16, 2021Updated 4 years ago
- A hardware implementation of a feed-forward Convolutional Neural Network called XNOR-Net which has faster execution due to the replacemen…☆18Sep 16, 2018Updated 8 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Neuro-symbolic concept embedding and reasoning for ALC knowledge bases☆14Feb 7, 2023Updated 3 years ago
- XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.☆87May 15, 2019Updated 7 years ago
- PyTorch implementation of Local Binary Convolutional Neural Network http://xujuefei.com/lbcnn.html☆48Feb 18, 2020Updated 6 years ago
- The Stream-51 dataset for streaming classification and novelty detection from videos.☆18Feb 22, 2022Updated 4 years ago
- Part of paper: Massively Parallel Combinational Binary Neural Networks for Edge Processing☆12Jun 27, 2019Updated 7 years ago
- ☆19Sep 11, 2017Updated 9 years ago
- TAPA is a dataflow HLS framework that features fast compilation, expressive programming model and generates high-frequency FPGA accelerat…☆19Aug 26, 2024Updated 2 years ago
- The official implementation of "NAS-BNN: Neural Architecture Search for Binary Neural Networks"☆14Aug 30, 2024Updated 2 years ago
- ☆52Mar 7, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- DAC System Design Contest 2020☆30Jun 11, 2020Updated 6 years ago
- ☆13Aug 22, 2022Updated 4 years ago
- ☆12Sep 29, 2021Updated 5 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- Tricks for Accelerating (encrypted) Prediction As a Service☆19May 28, 2019Updated 7 years ago
- PyTorch Implementation of XNOR-Net☆496Feb 27, 2023Updated 3 years ago
- BiSUNA framework specialized to compile for the Xilinx Alveo U50☆13Dec 3, 2020Updated 5 years ago
- SystemC UVM verification environment with Constraint Randomized stimulus, Coverage, Assertions☆21Dec 1, 2024Updated last year
- Courbariaux, Matthieu, Yoshua Bengio, and Jean-Pierre David. "Binaryconnect: Training deep neural networks with binary weights during pro…☆12Aug 31, 2020Updated 6 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.
- Sketch Based Image Retrieval☆10Jul 13, 2018Updated 8 years ago
- Constrained RAndom Verification Enviroment (CRAVE)☆20Aug 26, 2026Updated 2 months ago
- Structured Binary Neural Networks for Image Recognition☆16Oct 12, 2022Updated 4 years ago
- Data Analysis and Machine Learning on Physical monitoring data☆19Nov 14, 2019Updated 6 years ago
- Pytorch Implementation of DSN (IJCAI 2021)☆10Jun 23, 2021Updated 5 years ago
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆16Jun 19, 2023Updated 3 years ago
- Contains the k2arm framework, results and slides from the presentation at Forum Künstliche Intelligenz☆14May 15, 2019Updated 7 years ago