Hyperdimensional computing: A fast, robust, and interpretable paradigm for biological data
Fig 2
Opportunities for bioinformatics.
(i) HDC is computationally efficient because it can usually be done using simple bit or arithmetic operations; (ii) it is explainable because of its reversibility; (iii) it can easily combine different types of data sources; and (iv) it can represent complex, structured, and hierarchical information.