公开(公告)号：US20240185591A1

公开(公告)日：2024-06-06

申请号：US18282049

申请日：2022-03-24

Applicant: SRI INTERNATIONAL

Inventor： Aswin NADAMUNI RAGHAVAN ,  Michael R. PIACENTINO ,  Michael A. ISNARDI ,  Indhumathi KANDASWAMY ,  Saurabh FARKYA ,  David Chao ZHANG ,  Gooitzen S. VAN DER WAL ,  Zachary DANIELS ,  Yuzheng ZHANG

IPC: G06V10/82 ,  G06N3/0442 ,  G06V10/764

CPC classification number: G06V10/82 ,  G06N3/0442 ,  G06V10/764

Abstract: Method and apparatus for processing data using a reconfigurable, hyperdimensional neural network architecture comprising a feature extractor and a classifier. The feature extractor comprises a neural network for encoding input information into hyperdimensional (HD) vectors and extracting at least one particular HD vector representing at least one feature within the input information, wherein the neural network comprises no more than one multiply and accumulate operator. The classifier is coupled to the feature extractor for classifying the at least one particular HD vector to produce an indicium of classification for the at least one particular HD vector and wherein the classifier does not comprise any multiply and accumulate operators.