Sony Corporation

Sony Group Corporation

Informetis Corporation

Naoki Ide

Yoshiyuki Kobayashi

Shingo Takamatsu

Kenta Kawamoto

Kohtaro Sabe

Takashi Usui

Shinichiro Tsuda

Yoshihito Ishibashi

Akira Nakamura

Akira Fukui

Yukio Oobuchi

Masato Ito

Fumio Kubono

Yuko Yoshida

Shoji Nagai

Kenichi Hidai

Takashi Hasuo

Tomoyuki Umetsu

Goro Fujita

Nobuhiro Hayashi

Yasunobu Kato

Takashi Ogata

Masayuki Yokoyama

Hirotaka Suzuki

Takuya Fujita

Takuya Narihira

Ryo Nakahashi

Andrew Shin

Shinji Igarashi

Yasufumi Tanaka

A measurement spectrum obtained by irradiating a particle labeled with a plurality of fluorescent dyes with excitation light is separated for each fluorescent dye with high accuracy. Provided is a particle analysis system () including a plurality of photodetectors () configured to acquire light generated by irradiating a particle labeled with a plurality of fluorescent dyes with excitation light; and an information processing unit () configured to calculate fluorescence intensity of each fluorescent dye by performing separation processing on a measurement spectrum based on measured values from the plurality of photodetectors () with a single staining spectrum of each fluorescent dye, in which the separation processing is performed by using a weighted least squares method (WLSM) including a weight determined based on a variation in the measured values.

Particle analysis system and particle analysis method

Techniques for controlling updating of information stored on a device, the information including information of a first type and information of a second type. The techniques include determining, using at least one processor, when a first item of information of the first type and a second item of information of the second type are to be updated, wherein the second item of information is to be updated more frequently than the first item of information; and causing the device to update the first and second items of information in accordance with the determination at least in part by wirelessly communicating with at least one other device.

Method, non-transitory computer readable storage medium, device and system that categorizes map information as static map information and dynamic map information and updates static map information differently from dynamic map information

To provide an information processing device, an information processing method, and a computer program that assist a device operation of a user. An information processing device includes an input unit that receives input from a user, and a presentation unit that presents information regarding a command for operating a predetermined device on the basis of the input. The input unit receives input by at least one of voice or gesture from a user. The presentation unit presents a candidate of a command including at least one of voice or gesture and partially matching the input.

Information processing device, information processing method, and computer program

[Object] To provide an information processing apparatus, an information processing method, and a program capable of providing more useful information to a driver. [Solution] An information processing apparatus including: a prediction section configured to predict accident probability of a vehicle driven by a user; and an output control section configured to cause information to be output to the user, the information corresponding to a factor that increases the accident probability predicted by the prediction section.

Information processing apparatus, information processing method, and program

The present technology relates to an information processing device, an information processing method, that facilitate comparisons between insurances. The information processing device includes an acquisition unit that acquires an output from one sensor or outputs from a plurality of sensors different from each other as behavior-monitoring data items of a user, and a diagnosis-result prediction unit that predicts a diagnosis result about one insurance or diagnosis results about a plurality of insurances for the user on the basis of a prediction model calculated in advance by learning for the one insurance or each of the plurality of insurances and on the basis of the behavior-monitoring data items. The present technology is applicable to comparison systems.

Information processing device and method

To previously predict learning performance in accordance with the labeling status of learning data. Provided is an information processing device including a data distribution presentation unit that performs dimensionality reduction on input learning data to generate a data distribution diagram related to the learning data, a learning performance prediction unit that predicts learning performance on the basis of the data distribution diagram and a labeling status related to the learning data, and a display control unit that controls a display related to the data distribution diagram and the learning performance. The data distribution diagram includes overlap information about clusters including the learning data and information about the number of pieces of the learning data belonging to each of the clusters.

Information processing device and information processing method

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.

Program, information processing method, and information processing apparatus

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.

Information processing device, method of processing information, and method of providing information

[Object] To provide an information processing apparatus, an information processing method, a program, and a system capable of providing a more appropriate vehicle insurance by selecting a vehicle insurance in accordance with a current situation. [Solution] An information processing apparatus including: a selection section configured to select an insurance to be applied to a vehicle from one or more insurances calculated on a basis of a set vehicle insurance condition, attribute information of the vehicle and a user, and real-time characteristic information of the vehicle which includes movement route information.

Information processing apparatus, information processing method, program, and system

The object is to provide an information processing apparatus, an information processing method, and a program capable of appropriately handling a difference between detection results of sensors. The solution is an information processing apparatus including: a detection section configured to detect first information regarding a mobile object; an acquisition section configured to acquire second information regarding the mobile object, the second information being detected by an external apparatus; and a control section configured to control processing based on a comparison result of the first information and the second information detected for the same mobile object.

There is provided an information processing apparatus to reduce the burden of label assignment and achieve learning that is more flexible, the information processing apparatus including: a learning unit configured to perform machine learning using training data to which a constraint label is assigned. The constraint label is a label in which a type of constraint that a normal label is to follow is defined. In addition, there is provided an information processing method including: performing, by a processor, machine learning using training data to which a constraint label is assigned. The constraint label is a label in which a type of constraint that a normal label is to follow is defined.

An information processing device includes a statistical processing unit that performs statistical processing for a group of spectra obtained by applying light to a group of microparticles that exhibit one response property with respect to light, and on a basis of a result of the statistical processing, exclude a spectrum indicating an outlier from the group of spectra, and a reference spectrum calculation unit that calculates a reference spectrum using the group of spectra from which the spectrum indicating the outlier has been excluded.

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Tokyo, Japan

Naoki Ide