The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 13, 2026

Filed:

Jul. 06, 2021
Applicant:

Imagination Technologies Limited, Kings Langley, GB;

Inventors:

Muhammad Asad, Hertfordshire, GB;

Elia Condorelli, Hertfordshire, GB;

James Imber, Hertfordshire, GB;

Cagatay Dikici, Hertfordshire, GB;

Assignee:
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/044 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06N 3/044 (2023.01); G06N 3/045 (2023.01);
Abstract

A computer-implemented method of selecting a number format for representing two or more values of a recurrent neural network (RNN) for use in configuring a hardware implementation of the RNN, includes receiving a representation of the RNN; implementing the representation of the RNN as a test neural network for operation on a sequence of test inputs, each step of the test neural network comprising an instance of the two or more values of the RNN; operating the test neural network for a plurality of steps on the sequence of test inputs and collecting statistics for provision to a number format selection algorithm; and applying a number format selection algorithm to the statistics so as to derive a common number format for the plurality of instances of the two or more values of the RNN.


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