Hyperdimensional computing (HDC) is an approach to computation, particularly artificial general intelligence. HDC is motivated by the observation that the cerebellum cortex operates on high-dimensional data representations.[1] In HDC, information is thereby represented as a hyperdimensional (long) vector called a hypervector. A hyperdimensional vector (hypervector) could include thousands of numbers that represent a point in a space of thousands of dimensions,[2] as vector symbolic architectures is an older name for the same approach[2][failed verification]. This research extenuates into Artificial Immune Systems for Evolutionary Computation.
- ^ Zou, Zhuowen; Alimohamadi, Haleh; Imani, Farhad; Kim, Yeseong; Imani, Mohsen (2021-10-01), Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework, arXiv:2110.00214
- ^ a b Ananthaswamy, Anan (April 13, 2023). "A New Approach to Computation Reimagines Artificial Intelligence". Quanta Magazine.