bnn

There are 1 repository 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
batch-normalization-fuse bnn convolutional-networks dorefa group-convolution integer-arithmetic-only model-compression network-in-network network-slimming neuromorphic-computing onnx post-training-quantization pruning pytorch quantization quantization-aware-training tensorrt tensorrt-int8-python twn xnor-net
Language:Python 2180
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.
binarized-neural-networks bnn hyperspectral-images image-restoration ntire qnn snapshot-compressive-imaging spectral-reconstruction transformer
Language:Python 495
AdamCobb / hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
pytorch hmc bnn
Language:Jupyter Notebook 388
larq / compute-engine
Highly optimized inference engine for Binarized Neural Networks
larq binarized-neural-networks tflite tensorflow mlir bnn raspberry-pi keras armv8 aarch64 inference simd android aarch32 armv7
Language:C++ 239
Zj-BinXia / BBCU
This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023
binary-neural-networks bnn deblocking denoising image-restoration model-compression quantization super-resolution
Language:Python 114
anassinator / bnn
Bayesian Neural Network in PyTorch
artificial-intelligence bayesian-inference bayesian-neural-networks bnn concrete-dropout dropout neural-network pytorch
Language:Python 76
HolmesShuan / Training-Tricks-for-Binarized-Neural-Networks
The collection of training tricks of binarized neural networks.
binary-neural-networks deep-neural-networks lightweight-neural-network bnn
70
caiyuanhao1998 / BiSCI
A Toolbox for Binarized Spectral Compressive Imaging (NeurIPS 2023)
hyperspectral-image-reconstruction snapshot-compressive-imaging image-restoration hyperspectral-imaging spectral-reconstruction bnn qnn
Language:Python 41
yikaiw / SNN
[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"
bnn binary-neural-networks iccv2021 sub-bit-neural-networks snn
Language:Python 31
EEESlab / combinational-bnn
System Verilog code describing a fully combinational binarized neural network.
bnn binary-neural-networks combinational
Language:SystemVerilog 27
Stuart0l / BNN
HLS code for a BNN accelerator
fpga fpga-soc bnn
Language:C++ 14
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
bnn cpu cuda deep-learning neural-network pytorch quantization xnor xnor-gemm xnor-net
Language:Python 14
Sense-GVT / BCDNet
Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies
binary-neural-networks bnn pytorch
Language:Python 11
marph91 / pocket-bnn
BNN-to-FPGA framework, written in VHDL and Python
larq fpga hardware vhdl bnn cnn image-processing ulx3s cnn-architecture deep-learning python
Language:Python 8
teobaluta / NPAQ
Neural Property Approximate Quantifier
neural-networks model-counting security binarized-neural-networks bnn fairness quantitative-verification
Language:Python 8
lucifer443 / BinaryNeuralNetwork
This is a framework for binary neural network based mmclassification
bnn binary image-classification pytorch
Language:Python 7
mlpapers / neural-nets
Awesome papers on Neural Networks and Deep Learning
neural-networks deep-learning perceptron lstm autoencoders gan bnn bayesian-neural-networks activation-functions awesome awesome-list
7
ATISLabs / TinyML.jl
A set of ML algorithms focused on low-end hardware with bit neural networks.
reinforcement-learning bit-neural-networks bnn deep-learning machine-learning flux binary-neural-networks
Language:Julia 5
grassking100 / bnn
An implementation of the Binarized Neural Networks
bnn binarized-neural-networks pytorch deep-learning
Language:Python 5
marinadunn / thesis
Repo for my thesis research development at UC Riverside: "Classifying Galaxy Morphologies Using Bayesian Neural Networks for LSST"
bayesian-network classification-model convolutional-neural-networks deep-learning galaxies lsst tensorflow machine-learning neural-network cnn keras galaxy-classification galaxy-morphology bayesian-neural-networks bnn python python3 astronomy astrophysics image-classification
Language:Jupyter Notebook 5
bhargobdeka / Bayesian-Neural-Networks
This repository shows different Bayesian Neural Networks available for predictive uncertainty.
bayesian-inference bnn machine-learning
Language:Python 4
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
beamforming deeplearning downlink optimization reconfigurable-intelligent-surfaces bnn unsupervised-learning keras python3 tensorflow numpy miso transmit waterfilling zeroforcing
Language:Python 4
ludwigwinkler / pytorch_ProbabilisticLayers
Bayesian Neural Networks with Parallelized Sampling of LogLikelihood
bayesianneuralnetwork bnn pytorch
Language:Python 4
chrhenning / uncertainty_based_ood
Exploring the link between uncertainty estimates obtained via "exact" Bayesian inference and out-of-distribution (OOD) detection.
bayesian-inference pytorch deep-learning neural-network machine-learning nngp gaussian-processes neural-network-gaussian-process out-of-distribution-detection ood-detection bnn bayesian-neural-networks
Language:Jupyter Notebook 3
sfalkena / LAB
The official repository for the paper LAB: Learnable Activation Binarizer for Binary Neural Networks.
binarization binarized-neural-networks binary-neural-networks bnn bnns learnable-activation-binarizer
Language:Python 3
nickolasrm / BitsMNIST.jl
Handwritten numbers predicted by bit neural networks
bit bnn neural-network bit-neural-networks deep-learning reinforcement-learning supervised-learning
Language:Julia 2
Bontempogianpaolo1 / Consunsus-on-multi-omics
Multi-omics classification on kidney samples exploiting uncertainty-aware models
bnn mlp neural-network machine-learning consensus
Language:Jupyter Notebook 1
cwlseu / bit-rnn
Quantize weights and activations in Recurrent Neural Networks.
bnn
Language:Python 1
diliprk / MasterThesis-ML4ACADS
Collection of my R&D works and implementations in my Airbus Master Thesis
masterthesis pinn cyclegan bnn mcdropout bayesian
Language:HTML 1
mszulc913 / binnet-pytorch
Binarized Neural Networks in Pytorch with a custom CUDA XNOR kernel
pytorch bnn binarized-neural-networks cuda xnor xnor-net
Language:Python 1
WhoIsAbishag / AlienAPI
How Alien AI Runs A Human Host.
alien alienapi api ai artificialintelligence bnn biologicalneuralnetworks imprinting reimprinting bcl braincomputerlink brainio braininputoutput
Language:Python 1
cortl0 / device_3d
Repository for testing Binary Neurons Network in the 3d world
strong-ai true-ai agi hlai brain cpp ai binary-neurons-network bnn binary-neuron artificial-general-intelligence artificial-intelligence 3d
Language:C++ 0
THUXCerf / ECO6126Project
Pred on Stock Index
lasso svr pca randomforest gbdt xgboost bnn
0
volf52 / deep-neural-net
A simple deep neural net class written to work with Numpy and Cupy
numpy deep-learning deep-neural-networks cupy python python3 mnist binary-neural-networks bnn binarized-neural-networks
Language:Python 0
pminhtam / ssd_bnn
BiDet implement
binary binary-convolutions bnn object-detection ssd-mobilenet bidet pytorch xnor-convolutions xnor-net coco voc
Language:Python
teambrawley / news
(BNN) Brawley News Network
bnn brawley jet jet-brawley brawlstars discord bot discordapp nodejs javascript

bnn

666DZY666 / micronet

caiyuanhao1998 / MST

AdamCobb / hamiltorch

larq / compute-engine

Zj-BinXia / BBCU

anassinator / bnn

HolmesShuan / Training-Tricks-for-Binarized-Neural-Networks

caiyuanhao1998 / BiSCI

yikaiw / SNN

EEESlab / combinational-bnn

Stuart0l / BNN

tairenpiao / XNOR-popcount-GEMM-PyTorch-CPU-CUDA

Sense-GVT / BCDNet

marph91 / pocket-bnn

teobaluta / NPAQ

lucifer443 / BinaryNeuralNetwork

mlpapers / neural-nets

ATISLabs / TinyML.jl

grassking100 / bnn

marinadunn / thesis

bhargobdeka / Bayesian-Neural-Networks

khinthandarkyaw98 / BF-RIS-Channel-Covariance-DeepLearning

ludwigwinkler / pytorch_ProbabilisticLayers

chrhenning / uncertainty_based_ood

sfalkena / LAB

nickolasrm / BitsMNIST.jl

Bontempogianpaolo1 / Consunsus-on-multi-omics

cwlseu / bit-rnn

diliprk / MasterThesis-ML4ACADS

mszulc913 / binnet-pytorch

WhoIsAbishag / AlienAPI

cortl0 / device_3d

THUXCerf / ECO6126Project

volf52 / deep-neural-net

pminhtam / ssd_bnn

teambrawley / news