Processing matrix operations for rate limited systems

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United States of America Patent

PATENT NO 11657262
APP PUB NO 20230077270A1
SERIAL NO

17985482

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Abstract

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Data to be processed includes vector element values of an input vector and matrix element values of a model matrix associated with a neural network model. A vector-matrix multiplication module receives a set of matrix element values for performing a vector-matrix multiplication operation. Processing the data includes computing a plurality of intermediate vectors based on element-wise vector multiplication between different subsets of the vector element values and different respective pre-processing vectors. The vector-matrix multiplication module is loaded with a core matrix, and the input vector is multiplied by the model matrix based on separately multiplying each of the intermediate vectors by the loaded core matrix.

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Patent Owner(s)

Patent OwnerAddress
LIGHTELLIGENCE PTE LTD60 ALBERT STREET #14-01 OG ALBERT COMPLEX SINGAPORE 189969

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Dangovski, Rumen Rumenov Cambridge, US 2 1
Jing, Li Cambridge, US 17 250
Khoury, Matthew Raja Cambridge, US 2 1
Ou, Longwu Cambridge, US 4 34
Shen, Yichen Cambridge, US 45 570

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