Code to accompany "Weightless Neural Networks for Efficient Edge Inference", PACT 2022

WiSARD Weightless Neural Network (WNN) Model implemented in Julia.

Quaternary Filter is a 100x smaller map[int]bool

The official Python library for the AO Labs API, compatible with ao_core

A supervised classification method for WEKA based on weightless neural networks

Code for distributed inference of WNN on the UPMEM PiM System

Docs for api.aolabs.ai and ao_core via a readme.com integration

C implementation of the paper "Weightless Neural Networks for Efficient Edge Inference", PACT 2022

Implementation of WNNs on the UPMEM PiM system. This implementation is optimizing for MRAM utilization.

Distributed Training on the UPMEM PiM system

A study of the weightless neural network for identification of handwrite digits in MNIST database.

This repository contains the Jupyter Notebook file used for the development of my proposed work in "A ship detection technique using weightless neural networks".