公开(公告)号：US20190012347A1

公开(公告)日：2019-01-10

申请号：US16069334

申请日：2017-01-06

Applicant: SONY CORPORATION

Inventor： Akira FUKUI ,  Shingo TAKAMATSU ,  Yoshiyuki KOBAYASHI ,  Yukio OOBUCHI ,  Naoki IDE

IPC: G06F17/30 ,  G06N3/08 ,  G06N3/04

CPC classification number: G06F16/24539 ,  G06F16/245 ,  G06F16/248 ,  G06F16/285 ,  G06F16/9024 ,  G06N3/04 ,  G06N3/08

Abstract: There is provided an information processing device capable of searching for a network structure more efficiently, the information processing device including: a structure acquisition unit configured to acquire a graph structure searched for on a basis of information related to a structure of a graph-structured network.

公开(公告)号：US20190035122A1

公开(公告)日：2019-01-31

申请号：US16081235

申请日：2017-01-20

Applicant: SONY CORPORATION

Inventor： Yukio OOBUCHI ,  Naoki IDE ,  Akira FUKUI ,  Yoshiyuki KOBAYASHI ,  Shingo TAKAMATSU

IPC: G06T11/20 ,  G06K9/62 ,  G06T3/40 ,  G06F17/30

Abstract: [Object] To provide an information processing apparatus and an information processing method.[Solution] The information processing apparatus including: a display size decision unit configured to decide a display size of data that is based on learning of a label corresponding to a class, on the basis of a distance between a position of the data arranged on the basis of a likelihood vector obtained by recognition of the data, and a position of a class to which the data belongs; and a communication control unit configured to cause the display size to be transmitted.

公开(公告)号：US20200184341A1

公开(公告)日：2020-06-11

申请号：US16637269

申请日：2018-08-02

Applicant: Sony Corporation

Inventor： Naoki IDE ,  Yoshiyuki KOBAYASHI ,  Akira NAKAMURA ,  Yukio OOBUCHI

IPC: G06N3/08 ,  G06N3/04

Abstract: The present technology relates to a program, an information processing method, and an information processing apparatus that make it possible to easily design network.A program according to one aspect of the present technology is a program causing a computer to serve as: a generating unit that generates, in response to specification of a data set including data for learning, a network for inference execution and a network for learning corresponding to the data set; and a learning unit that inputs the data for learning to the network for learning and performs learning of the network for inference execution.The present technology is applicable to a program that supports network design by Deep Learning.

公开(公告)号：US20190026630A1

公开(公告)日：2019-01-24

申请号：US16068721

申请日：2016-12-14

Applicant: SONY CORPORATION

Inventor： Naoki IDE ,  Yukio OOBUCHI ,  Yoshiyuki KOBAYASHI ,  Akira FUKUI ,  Shingo TAKAMATSU

IPC: G06N3/08

Abstract: There is provided an information processing apparatus to provide a mechanism capable of providing information indicating the appropriateness of a computational result by a model constructed by machine learning, the information processing apparatus including: a first acquisition section that acquires a first data set including a combination of input data and output data obtained by inputting the input data into a neural network; a second acquisition section that acquires one or more second data sets including an item identical to the first data set; and a generation section that generates information indicating a positioning of the first data set in a relationship with the one or more second data sets.

公开(公告)号：US20190057309A1

公开(公告)日：2019-02-21

申请号：US16080475

申请日：2017-03-07

Applicant: SONY CORPORATION

Inventor： Yukio OOBUCHI ,  Shingo TAKAMATSU ,  Akira FUKUI ,  Naoki IDE ,  Yoshiyuki KOBAYASHI

IPC: G06N3/08 ,  G06N3/04 ,  G06N3/10

Abstract: There is provided an information processing apparatus which is capable of more efficiently designing a neural network which is fit for processing by a plurality of hardware devices, and an information processing method. The information processing apparatus includes: an acquiring unit configured to acquire restrictions relating to a plurality of hardware devices; and a determining unit configured to perform determination as to whether or not a neural network satisfies the restrictions.

公开(公告)号：US20190050730A1

公开(公告)日：2019-02-14

申请号：US16076396

申请日：2017-01-10

Applicant: SONY CORPORATION

Inventor： Shingo TAKAMATSU ,  Akira FUKUI ,  Naoki IDE ,  Yukio OOBUCHI ,  Yoshiyuki KOBAYASHI

IPC: G06N3/08 ,  G06F17/30 ,  G06F17/18

Abstract: There is provide an information processing device capable of reducing the time taken for selection of the learning setting, the information processing device including: a data acquisition unit configured to acquire a learning setting corresponding to information related to previous learning processing in which a degree of similarity with information related to learning processing specified by a user is higher than a predetermined degree of similarity as a learning setting to be recommended to the user; and a display control unit configured to control display corresponding to the learning setting to be recommended.

公开(公告)号：US20180082214A1

公开(公告)日：2018-03-22

申请号：US15566284

申请日：2016-12-13

Applicant: SONY CORPORATION

Inventor： Yoshiyuki KOBAYASHI ,  Akira FUKUI ,  Naoki IDE ,  Yukio OOBUCHI ,  Shingo TAKAMATSU

IPC: G06N99/00 ,  G06F9/50

CPC classification number: G06N20/00 ,  G06F9/5011 ,  G06F9/5072 ,  G06F9/5083

Abstract: There is provided an information processing device capable of intuitively adding a hardware resource intended to execute the learning, the information processing device including: a display control unit configured to control display of information indicating progress of a learning process and an addition button used to add dynamically a second hardware resource intended to execute the learning process to a first hardware resource on which the learning process is being executed.