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.
-
Updated
Apr 21, 2021 - Python
#
bnns
Here are 8 public repositories matching this topic...
Take MNIST TensorFlow deep neural network, run on iOS BNNS
-
Updated
Oct 18, 2024 - Swift
General purpose library for BNNs, and implementation of OC-BNNs in our 2020 NeurIPS paper.
-
Updated
Jun 21, 2022 - Python
A Sudoku Solver that leverages TensorFlow and iOS BNNS for deep learning.
swift
ios
machine-learning
deep-neural-networks
deep-learning
tensorflow
ios-tutorial
ios-app
ios-swift
sudoku-solver
accelerate
sudoku
ios-demo
convolutional-neural-networks
ios10
bnns
coreimage
-
Updated
Jan 4, 2018 - Swift
The official repository for the paper LAB: Learnable Activation Binarizer for Binary Neural Networks.
bnns
binarization
bnn
binary-neural-networks
binarized-neural-networks
learnable-activation-binarizer
-
Updated
Oct 27, 2022 - Python
Train neural networks with hardware acceleration in Swift
training
macos
swift
mac
machine-learning
metal
gpu
inference
gpgpu
neural-networks
accelerate
ane
hardware-acceleration
bnns
metal-performance-shaders
neural-engine
docc
mlcompute
-
Updated
Dec 29, 2021 - Swift
iMNIST is an iOS app that recognizes the digits you draw using a trained TensorFlow CNN.
-
Updated
Nov 28, 2016 - Swift
Repository for the paper "Inferring Structural Parameters of Low-Surface-Brightness-Galaxies with Uncertainty Quantification using Bayesian Neural Networks", accepted in the 2022 ICML workshop on "Machine Learning for Astrophysics"
-
Updated
Jun 30, 2022 - Jupyter Notebook
Improve this page
Add a description, image, and links to the bnns topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the bnns topic, visit your repo's landing page and select "manage topics."