HIGH-SPEED FUNCTION APPROXIMATION

Patent №

US 7,366,745

Granted

2008-04-29

Filed 2004

Owner

NVIDIA CORPORATION

AI components

2

vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10861184

Methods and apparatuses are presented for determining coefficients for a polynomial-based approximation of a function, by iteratively estimating a first coefficient, reducing the first coefficient to a lower precision to obtain a first limited-precision coefficient, analytically calculating a second coefficient by taking into account the first limited-precision coefficient, reducing the second coefficient to a lower precision to obtain a second limited-precision coefficient, iteratively estimating a third coefficient by taking into account at least one of the first limited-precision coefficient and the second limited-precision coefficient, and reducing the third coefficient to a lower precision to obtain a third limited-precision coefficient. In one embodiment of the invention, the polynomial-based approximation relates to a minimax approximation of the function approximated, and at least one of the steps for iteratively estimating the first coefficient and iteratively estimating the third coefficient involves use of a Remez exchange algorithm.

AI classification

AI hardware0.99
Vision0.82
Evolutionary computation0.18
Knowledge representation0.17
Machine learning0.00
Natural language0.00
Speech0.00
Planning0.00

Ownership

NVIDIA CORPORATION

assignment · 154450831

Assignors

OBERMAN, STUART F., SIU, MING Y.

On an employer assignment, the assignors are typically the inventors.

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