bnn
There are 40 repositories under bnn topic.
666DZY666/micronet
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
caiyuanhao1998/MST
A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.
AdamCobb/hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
larq/compute-engine
Highly optimized inference engine for Binarized Neural Networks
Zj-BinXia/BBCU
This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023
anassinator/bnn
Bayesian Neural Network in PyTorch
HolmesShuan/Training-Tricks-for-Binarized-Neural-Networks
The collection of training tricks of binarized neural networks.
caiyuanhao1998/BiSCI
A Toolbox for Binarized Spectral Compressive Imaging (NeurIPS 2023)
yikaiw/SNN
[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"
EEESlab/combinational-bnn
System Verilog code describing a fully combinational binarized neural network.
Stuart0l/BNN
HLS code for a BNN accelerator
tairenpiao/XNOR-popcount-GEMM-PyTorch-CPU-CUDA
A PyTorch implemenation of real XNOR-popcount (1-bit op) GEMM Linear PyTorch extension support both CPU and CUDA
Sense-GVT/BCDNet
Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies
marph91/pocket-bnn
BNN-to-FPGA framework, written in VHDL and Python
teobaluta/NPAQ
Neural Property Approximate Quantifier
lucifer443/BinaryNeuralNetwork
This is a framework for binary neural network based mmclassification
mlpapers/neural-nets
Awesome papers on Neural Networks and Deep Learning
khinthandarkyaw98/BF-RIS-Channel-Covariance-DeepLearning
Optimization of Transmit Beamforming based on Unsupervised Learning With Channel Covariances for MISO Downlink Assisted by Reconfigurable Intelligent Surfaces
ATISLabs/TinyML.jl
A set of ML algorithms focused on low-end hardware with bit neural networks.
grassking100/bnn
An implementation of the Binarized Neural Networks
ludwigwinkler/pytorch_ProbabilisticLayers
Bayesian Neural Networks with Parallelized Sampling of LogLikelihood
marinadunn/thesis
Repo for my thesis research development at UC Riverside: "Classifying Galaxy Morphologies Using Bayesian Neural Networks for LSST"
bhargobdeka/Bayesian-Neural-Networks
This repository shows different Bayesian Neural Networks available for predictive uncertainty.
chrhenning/uncertainty_based_ood
Exploring the link between uncertainty estimates obtained via "exact" Bayesian inference and out-of-distribution (OOD) detection.
sfalkena/LAB
The official repository for the paper LAB: Learnable Activation Binarizer for Binary Neural Networks.
nickolasrm/BitsMNIST.jl
Handwritten numbers predicted by bit neural networks
Bontempogianpaolo1/Consunsus-on-multi-omics
Multi-omics classification on kidney samples exploiting uncertainty-aware models
cwlseu/bit-rnn
Quantize weights and activations in Recurrent Neural Networks.
diliprk/MasterThesis-ML4ACADS
Collection of my R&D works and implementations in my Airbus Master Thesis
mszulc913/binnet-pytorch
Binarized Neural Networks in Pytorch with a custom CUDA XNOR kernel
WhoIsAbishag/AlienAPI
How Alien AI Runs A Human Host.
cortl0/device_3d
Repository for testing Binary Neurons Network in the 3d world
THUXCerf/ECO6126Project
Pred on Stock Index
volf52/deep-neural-net
A simple deep neural net class written to work with Numpy and Cupy
pminhtam/ssd_bnn
BiDet implement
teambrawley/news
(BNN) Brawley News Network