Abstract: This paper presents some improvements on the optimization of hardware multiplication by constant matrices. We focus on the automatic generation of circuits that involve constant matrix ...

Abstract: High-speed multiplication is a fundamental requirement in modern computing systems, including applications in digital signal processing (DSP), artificial intelligence (AI), and cryptography.

As elementary educators, we understand the benefits of using picture books and read-alouds in class to help students make personal connections to content. However, many educators assume these books ...

FLUX is an educational deep learning framework that reimplements the core functionality of PyTorch and TensorFlow from scratch, using only C++ and the Standard Template Library. No external ...

Francesca Parmigiani and Jiaqi Chu, researchers at Microsoft Research Cambridge, discuss a new kind of computer – an analog optical computer – that has the potential to accelerate AI inference and ...

Light-based computing uses photons to carry information in much the same way as electrons do in conventional computers. Computations such as addition and subtraction can then be performed by combining ...

Pablo Picasso once said, “Every child is an artist.” If that’s the case, shouldn’t our students be afforded opportunities to create art in their daily lives? Arts integration is possible in all ...

Live Lessons are half hour interactive programmes to support teachers and bring curriculum content to life. We work with ...

Computer scientists are a demanding bunch. For them, it’s not enough to get the right answer to a problem — the goal, almost always, is to get the answer as efficiently as possible. Take the act of ...

This repository contains documentation, resources, and code for the Introduction to Machine Learning with PyTorch session designed and delivered by Jack Atkinson (@jatkinson1000), Matt Archer @ma595, ...

Developing faster algorithms is an important but elusive goal for data scientists. The ability to accelerate complex computing tasks and reduce latency has far-reaching ramifications in areas such as ...