公开(公告)号：US11316709B2

公开(公告)日：2022-04-26

申请号：US16154466

申请日：2018-10-08

Applicant: Google LLC

Inventor： Benjamin Brown ,  Da Huang ,  Christopher Conover ,  Lisa Williams ,  Henry Chung

IPC: G06F16/2457 ,  H04L12/28

Abstract: Various arrangements for integrating control of multiple cloud-based smart-home devices are presented. Registration information may be received for a first and second smart-home device that are controlled using different cloud-based server systems. A determination may be made that that the first smart-home device and the second smart-home device share a common function. The first smart-home device and the second smart-home device may be assigned to a common operating characteristic group based on the common function being shared by the first smart-home device and the second smart-home device. A control element may be provided that allows for control of smart-home devices with the common operating characteristic group. The control element may control the common function at the first smart-home device via the first cloud-based server system and at the second smart-home device via the second cloud-based server system.

公开(公告)号：US20240187276A1

公开(公告)日：2024-06-06

申请号：US18436651

申请日：2024-02-08

Applicant: Google LLC

Inventor： Benjamin Brown ,  Da Huang ,  Christopher Conover ,  Lisa Williams ,  Henry Chung

IPC: H04L12/28 ,  G06F16/2457

CPC classification number: H04L12/2814 ,  G06F16/24573 ,  H04L12/2809 ,  H04L12/282 ,  H04L2012/2847

Abstract: Various arrangements for integrating control of multiple cloud-based smart-home devices are presented. Registration information may be received for a first and second smart-home device that are controlled using different cloud-based server systems. A determination may be made that that the first smart-home device and the second smart-home device share a common function. The first smart-home device and the second smart-home device may be assigned to a common operating characteristic group based on the common function being shared by the first smart-home device and the second smart-home device. A control element may be provided that allows for control of smart-home devices with the common operating characteristic group. The control element may be used to control the common function.

公开(公告)号：US20230359895A1

公开(公告)日：2023-11-09

申请号：US18313291

申请日：2023-05-05

Applicant: Google LLC

Inventor： Xiangning Chen ,  Chen Liang ,  Da Huang ,  Esteban Alberto Real ,  Yao Liu ,  Kaiyuan Wang ,  Yifeng Lu ,  Quoc V. Le

IPC: G06N3/08

CPC classification number: G06N3/08

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network to perform a machine learning task using a momentum and sign based optimizer.

公开(公告)号：US20220224557A1

公开(公告)日：2022-07-14

申请号：US17709077

申请日：2022-03-30

Applicant: Google LLC

Inventor： Benjamin Brown ,  Da Huang ,  Christopher Conover ,  Lisa Williams ,  Henry Chung

IPC: H04L12/28 ,  G06F16/2457

Abstract: Various arrangements for using captured voice to generate a custom interface controller are presented. A vocal recording from a user may be captured in which a spoken command and multiple smart-home devices are indicated. One or more common functions that map to the multiple smart-home devices may be determined. A custom interface controller may be generated that controls the one or more common functions of each smart-home device of the multiple smart-home devices.

公开(公告)号：US20240112027A1

公开(公告)日：2024-04-04

申请号：US18477546

申请日：2023-09-28

Applicant: Google LLC

Inventor： Yanqi Zhou ,  Yanping Huang ,  Yifeng Lu ,  Andrew M. Dai ,  Siamak Shakeri ,  Zhifeng Chen ,  James Laudon ,  Quoc V. Le ,  Da Huang ,  Nan Du ,  David Richard So ,  Daiyi Peng ,  Yingwei Cui ,  Jeffrey Adgate Dean ,  Chang Lan

IPC: G06N3/08

CPC classification number: G06N3/08

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for performing neural architecture search for machine learning models. In one aspect, a method comprises receiving training data for a machine learning, generating a plurality of candidate neural networks for performing the machine learning task, wherein each candidate neural network comprises a plurality of instances of a layer block composed of a plurality of layers, for each candidate neural network, selecting a respective type for each of the plurality of layers from a set of layer types that comprises, training the candidate neural network and evaluating performance scores for the trained candidate neural networks as applied to the machine learning task, and determining a final neural network for performing the machine learning task based at least on the performance scores for the candidate neural networks.

公开(公告)号：US20220180207A1

公开(公告)日：2022-06-09

申请号：US17211200

申请日：2021-03-24

Applicant: Google LLC

Inventor： Chen Liang ,  Da Huang ,  Yifeng Lu

IPC: G06N3/08 ,  G06N3/04

Abstract: Provided is an end-to-end pipeline (e.g., which may be implemented in TensorFlow) which leverages a specialized search space to generate custom models which provide improved time series prediction.

公开(公告)号：US11929844B2

公开(公告)日：2024-03-12

申请号：US17709077

申请日：2022-03-30

Applicant: Google LLC

Inventor： Benjamin Brown ,  Da Huang ,  Christopher Conover ,  Lisa Williams ,  Henry Chung

IPC: H04L12/28 ,  G06F16/2457

CPC classification number: H04L12/2814 ,  G06F16/24573 ,  H04L12/2809 ,  H04L12/282 ,  H04L2012/2847

Abstract: Various arrangements for using captured voice to generate a custom interface controller are presented. A vocal recording from a user may be captured in which a spoken command and multiple smart-home devices are indicated. One or more common functions that map to the multiple smart-home devices may be determined. A custom interface controller may be generated that controls the one or more common functions of each smart-home device of the multiple smart-home devices.