Hyperdimensional computing: Difference between revisions

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Cerebellum = “cerebral cortex” Fixed incorrect phrasing
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{{Short description|Computational approach}}
'''Hyperdimensional computing''' ('''HDC''') is an approach to computation, particularly [[artificial general intelligence|Artificial General Intelligence]]. HDC is motivated by the observation that the [[Cerebellum|cerebralcerebellum cortex]] operates on high-dimensional data representations.<ref>{{Citation |last1=Zou |first1=Zhuowen |title=Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework |date=2021-10-01 |arxiv=2110.00214 |last2=Alimohamadi |first2=Haleh |last3=Imani |first3=Farhad |last4=Kim |first4=Yeseong |last5=Imani |first5=Mohsen}}</ref> In HDC, information is thereby represented as a hyperdimensional (long) [[Vector (mathematics and physics)|vector]] called a hypervector. A hyperdimensional vector (hypervector) could include thousands of numbers that represent a point in a space of thousands of dimensions,<ref name=":0">{{Cite web |last=Ananthaswamy |first=Anan |date=April 13, 2023 |title=A New Approach to Computation Reimagines Artificial Intelligence |url=https://www.quantamagazine.org/a-new-approach-to-computation-reimagines-artificial-intelligence-20230413/?mc_cid=ad9a93c472&mc_eid=506130a407 |website=Quanta Magazine}}</ref> as vector symbolic architectures is an older name for the same approach. Research extenuates for creating [[Artificial general intelligence|Artificial General Intelligence]].
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