Xiaofan Yu

Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method

Hyperdimensional computing (HDC) is an approach from the cognitive science literature for solving information processing tasks using data represented as high-dimensional random vectors. The technique has a rigorous mathematical backing, and is easy to implement in energy-efficient and highly paralle…