Introduction to Hyperdimensional Computing

Hyperdimensional Computing (HDC) is an emerging paradigm inspired by brain-like processing. It offers a powerful way to encode, manipulate, and reason about information using high-dimensional vectors, enabling robust and efficient AI applications. This article introduces the key concepts, motivations, and potential of HDC.

What is a Hypervector?

Hypervectors are the foundation of Hyperdimensional Computing (HDC), representing data in ultra-high-dimensional spaces. They enable robust, efficient, and brain-like computation, making them a powerful tool for AI, machine learning, and neuromorphic computing. This article explores the nature of hypervectors, their properties, and how they are used in HDC.