jaygshah / Binary-Neural-NetworksLinks
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.
☆74Updated 4 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
Sorting:
- Code for the paper "Training Binary Neural Networks with Bayesian Learning Rule☆39Updated 3 years ago
- Reference implementations of popular Binarized Neural Networks☆108Updated last week
- ☆52Updated 6 years ago
- Demo: Slightly More Bio-Plausible Backprop☆21Updated 8 years ago
- Bibtex for Sparsity in Deep Learning paper (https://arxiv.org/abs/2102.00554) - open for pull requests☆46Updated 3 years ago
- Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"☆74Updated 5 years ago
- Jupyter notebook examples on image classification with quantized neural networks☆69Updated 5 years ago
- Keras implementations of BinaryNet and XNORNet☆55Updated 7 years ago
- Proximal Mean-field for Neural Network Quantization☆22Updated 5 years ago
- This is a collection of works on neural networks and neural accelerators.☆41Updated 6 years ago
- XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.☆86Updated 6 years ago
- Discovering Neural Wirings (https://arxiv.org/abs/1906.00586)☆137Updated 5 years ago
- Codes for Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?☆31Updated 6 years ago
- Binarize convolutional neural networks using pytorch☆148Updated 3 years ago
- Low Precision Arithmetic Simulation in PyTorch - extension for posit and beyond☆15Updated 4 months ago
- ☆71Updated 5 years ago
- Binary Neural Network on IceStick FPGA.☆52Updated 7 years ago
- Butterfly matrix multiplication in PyTorch☆173Updated 2 years ago
- Implementation of BinaryConnect on Pytorch☆39Updated 4 years ago
- Part of paper: Massively Parallel Combinational Binary Neural Networks for Edge Processing☆12Updated 6 years ago
- Low Precision Arithmetic Simulation in PyTorch☆285Updated last year
- BNNs (XNOR, BNN and DoReFa) implementation for PyTorch 1.0+☆40Updated 2 years ago
- PyTorch implementation of HashedNets☆36Updated 2 years ago
- A research library for pytorch-based neural network pruning, compression, and more.☆163Updated 2 years ago
- Identify a binary weight or binary weight and activation subnetwork within a randomly initialized network by only pruning and binarizing …☆52Updated 3 years ago
- The collection of training tricks of binarized neural networks.☆72Updated 4 years ago
- Ternary Weights and Activations☆24Updated 7 years ago
- Code for our paper on best practices to train neural networks with direct feedback alignment (DFA).☆23Updated 6 years ago
- End-to-end training of sparse deep neural networks with little-to-no performance loss.☆326Updated 2 years ago
- Code release to reproduce ASHA experiments from "Random Search and Reproducibility for NAS."☆22Updated 5 years ago