Low-Area Fixed-Point Polynomials

Patent №

US 10,296,293

Granted

2019-05-21

Filed 2017

Owner

IMAGINATION TECHNOLOGIES LIMITED

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15633851

Methods of implementing fixed-point polynomials in hardware logic include distributing a defined error bound for the whole polynomial between operators in a data-flow graph for the polynomial by solving an optimization problem that outputs an accuracy parameter and a precision parameter for each node. Each operator is then itself optimized to satisfy the part of the error bound allocated to that operator and as defined by the accuracy and precision parameters.

Machine learningPlanningAI hardwareG06F 7/50G06F 17/11G06F 30/327G06F 30/34

AI classification

AI hardware1.00
Planning0.98
Machine learning0.72
Evolutionary computation0.47
Knowledge representation0.06
Vision0.00
Natural language0.00
Speech0.00

Ownership

IMAGINATION TECHNOLOGIES LIMITED

assignment · 428220183

Assignors

DRANE, THEO ALAN

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

From the same owner

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