Efficient Associative Search in Brain-Inspired Hyperdimensional Computing

Mohsen Imani, Justin Morris, Helen Shu, Shou Li, Tajana Rosing

Abstract: This article describes a method for efficient hypervector operations using a grouping strategy for reduced computations. Quantization is used for reducing the number of multiplications, whereas caching of magnitude is used for eliminating redundant computations.