Patent · US Active

Augmenting neural networks to generate additional outputs

US10691997B2 · kind B2 · utility

3Cited by

4References

24Claims

0Family size

Assignee

DeepMind Technologies Limited · GB

Inventors

Alexander Benjamin Graves · London, GB
Ivo Danihelka · London, GB
Gregory Duncan Wayne · London, GB

Key dates

Filing date	Dec 21, 2015
Grant date	Jun 23, 2020
Priority date	—
Expiry date	Oct 28, 2038

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/09
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for augmenting neural networks to generate additional outputs. One of the systems includes a neural network and a sequence processing subsystem, wherein the sequence processing subsystem is configured to perform operations comprising, for each of the system inputs in a sequence of system inputs: receiving the system input; generating an initial neural network input from the system input; causing the neural network to process the initial neural network input to generate an initial neural network output for the system input; and determining, from a first portion of the initial neural network output for the system input, whether or not to cause the neural network to generate one or more additional neural network outputs for the system input.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.