Once the domain of esoteric scientific and business computing, floating point calculations are now practically everywhere. From video games to large language models and kin, it would seem that a ...

Understanding the inner workings of machine learning models like Transformers is vital for their safe and ethical use. This repository contains a CoLab ( ./Understanding_Addition_in_Transformers.ipynb ...

This project demonstrates how a neural network can learn to perform the addition of two integers using a simple architecture. The aim is purely educational ...

Abstract: The Logarithmic Number System (LNS) is an alternative to IEEE-754 standard floating-point arithmetic. LNS multiply, divide and square root are easier than IEEE-754 and naturally belong to ...