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:
Jul. 09, 2024

Filed:

Sep. 07, 2020
Applicant:

Deepmind Technologies Limited, London, GB;

Inventors:

Emilio Parisotto, London, GB;

Hasuk Song, London, GB;

Jack William Rae, London, GB;

Siddhant Madhu Jayakumar, London, GB;

Maxwell Elliot Jaderberg, London, GB;

Razvan Pascanu, London, GB;

Caglar Gulcehre, Lo, GB;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/044 (2023.01); G06N 3/048 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 3/044 (2023.01); G06N 3/048 (2023.01); G06N 3/08 (2013.01);
Abstract

A system including an attention neural network that is configured to receive an input sequence and to process the input sequence to generate an output is described. The attention neural network includes: an attention block configured to receive a query input, a key input, and a value input that are derived from an attention block input. The attention block includes an attention neural network layer configured to: receive an attention layer input derived from the query input, the key input, and the value input, and apply an attention mechanism to the query input, the key input, and the value input to generate an attention layer output for the attention neural network layer; and a gating neural network layer configured to apply a gating mechanism to the attention block input and the attention layer output of the attention neural network layer to generate a gated attention output.


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