Hyperdimensional Computing

Hyperdimensional Computing encodes information as high-dimensional binary vectors—inspired by how the brain represents concepts—to perform classification, reasoning, and associative memory in a single mathematical framework. The approach is lightweight, noise-tolerant, and naturally parallel, offering a practical alternative to deep learning for resource-constrained and real-time applications.