A structured ensemble of Binarized Neural Networks for image classification on Raspberry Pi Pico
-
Updated
Sep 18, 2023 - Jupyter Notebook
A structured ensemble of Binarized Neural Networks for image classification on Raspberry Pi Pico
BEng thesis project on Binarized Neural Networks architectures.
BNN verification dataset for Max-SAT Evaluation 2020
This repository contains the python code related to the Master's Thesis. In particular, this code is in charge of setting up the NN and training them, calculating the importance and developing the design procedures for reducing the final logic implementation complexity.
An implementation of the Binarized Neural Networks
Neural Property Approximate Quantifier
Binary classification between x-ray images with covid or pneumonia
Code implementation of our AISTATS'21 paper "Mirror Descent View for Neural Network Quantization"
Introduce a Software Acceleration filter for Real Time Object Recognition with Binary Neural Network on FPGA
This project involves training the game "Misere Tic Tac Toe" to the computer using Robust and Efficient Reinforcement Learning Techniques
Dimensionality Reduction in Images for Neural Networks.
A simple deep neural net class written to work with Numpy and Cupy
My PhD thesis with all its source files, including all .tex files and images created, as well as the slides of my defense.
Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.
The official repository for the paper LAB: Learnable Activation Binarizer for Binary Neural Networks.
Binarized Neural Network DoA estimation
Reproduction of "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization" for the Reproducibility challenge@NeurIPS19
Code implementation of our AAAI'22 paper "Improved Gradient-Based Adversarial Attacks for Quantized Networks"
BNN trained on Kannada MNIST
Add a description, image, and links to the binarized-neural-networks topic page so that developers can more easily learn about it.
To associate your repository with the binarized-neural-networks topic, visit your repo's landing page and select "manage topics."