A molecular dynamics computation device includes a processor that executes a procedure. The procedure includes: executing machine learning of a first force field for predicting energy for an input structure using, as training data, a structure of a coarse-grained model resulting from coarse-graining an all-atom model sampled by molecular dynamics computation based on an all-atom force field and an energy corresponding to the all-atom model structure; and computing molecular dynamics of a coarse-grained model based on a second force field obtained by combining the first force field that has been subjected to machine learning and an energy based on a coarse-grained model structure.
G06F 30/27 - Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
2.
INFORMATION PROCESSING DEVICE, COMPUTER-READABLE RECORDING MEDIUM STORING PROGRAM, AND CONTROL METHOD
An information processing device includes a memory, and a processor coupled to the memory and configured to, in a case of detecting a processing delay with respect to a processing target in a first device of a plurality of devices included in a first calculation base and where each usage status of the plurality of devices included in the first calculation base satisfies a predefined remote load distribution condition, cause a second device of unused devices of the plurality of devices, the second device being included in a second calculation base, a connection delay of the second calculation base being less than a predetermined value, to process the processing target, based on each usage status of the plurality of devices included in each of the plurality of calculation bases and each connection delay of a communication path from the first calculation base to each of the plurality of calculation bases.
An information processing device acquires video data. The information processing device inputs the acquired video data to a machine learning model to specify a class of an action of a person included in the video data and a degree of reliability of the class. The information processing device generates question information related to the specified class based on the specified degree of reliability.
G06V 10/764 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
A non-transitory computer-readable recording medium stores a task control program for causing a computer to execute a process including: executing automated machine learning (AutoML) processing on each of a plurality of tasks to acquire a plurality of pipelines for each of the plurality of tasks; classifying the plurality of tasks into a plurality of groups based on similarities of one or more pipelines selected based on evaluation values, among the plurality of pipelines, and similarities of evaluation values of the one or more pipelines; and generating a task group by selecting one task from each of the plurality of groups based on an execution time of the AutoML processing of each of the plurality of tasks.
A non-transitory computer-readable recording medium stores an information processing program for causing a computer to execute a process including: executing a structure relaxation calculation in which a density functional theory calculation of repeatedly updating an electron density is executed a plurality of times such that the electron density is repeatedly updated until a first condition that represents that a variation rate of total electron energy based on the electron density updated last is equal to or lower than a first threshold value is satisfied in at least one time among the plurality of times in the structure relaxation calculation.
G16C 10/00 - Computational theoretical chemistry, i.e. ICT specially adapted for theoretical aspects of quantum chemistry, molecular mechanics, molecular dynamics or the like
6.
COMPUTER-READABLE RECORDING MEDIUM STORING ARITHMETIC PROGRAM, ARITHMETIC METHOD, AND INFORMATION PROCESSING DEVICE
A non-transitory computer-readable recording medium storing an arithmetic program for causing a computer to repeatedly execute processing including: generating a plurality of training data sets from a training data group; creating a plurality of Ising models by creating the Ising models for each of the plurality of training data sets; creating a combined Ising model by combining the plurality of Ising models according to an average and a deviation of coefficients of the plurality of Ising models; searching for a recommended point for the combined Ising model; and adding the recommended point and an evaluation value of the recommended point to the training data group.
A non-transitory computer-readable recording medium storing an arithmetic program for causing a computer to repeatedly execute processing including: creating a plurality of Ising models by creating the Ising models for each of a plurality of characteristic values, based on a training data group that includes a plurality of pieces of training data in which data and the plurality of characteristic values for the data are associated with each other; creating a combined Ising model by combining the plurality of Ising models; searching for the data of a recommended point for the combined Ising model; and adding, to the training data group, the training data that includes the data of the recommended point and the plurality of characteristic values for the data of the recommended point.
A wireless communication apparatus includes, a communicator configured to perform a first type data communication which transmits and receives first type data with a counter wireless communication apparatus in a first mode, and processor circuitry configured to control to perform the first type data communication by controlling to transmit, to the counter wireless communication apparatus in the first mode, a second paging for performing the first type data communication via a plurality of specific cells in an area which is formed by a plurality of cells, the area being transmitted a first paging, the second paging being different from a first paging.
A non-transitory computer-readable recording medium storing a prediction program causing a computer to execute a process includes measuring a feature amount related to a plurality of options and a people flow to be reproduced based on the plurality of options, executing a simulation of the people flow by using the measured feature amount; specifying a model that determines a behavior of the people flow in accordance with an input of the measured feature amount, based on the executed simulation of the people flow and the measured people flow, and predicting the people flow based on the specified model.
G06F 30/12 - Geometric CAD characterised by design entry means specially adapted for CAD, e.g. graphical user interfaces [GUI] specially adapted for CAD
10.
COMPUTER-READABLE RECORDING MEDIUM STORING GROUND ENERGY CALCULATION PROGRAM, GROUND ENERGY CALCULATION DEVICE, AND GROUND ENERGY CALCULATION METHOD
A non-transitory computer-readable recording medium stores a ground energy calculation program for causing a computer to execute processing including: dividing a target molecule into a plurality of fragments; calculating an energy value of each of a plurality of bath orbitals that corresponds to the fragment, for each divided fragment; selecting a predetermined number of first energy values from a plurality of the energy values, based on the calculated energy value; adding a first bath orbital that corresponds to the first energy value, of the plurality of bath orbitals, to the fragment; calculating energy of the fragment that includes the first bath orbital; and adding the energy calculated for each fragment so as to calculate ground energy of the target molecule.
An apparatus for transmitting sidelink information, configured in a second device, includes: a receiver configured to receive first data information from a first device; processor circuitry configured to: determine a first priority of sidelink feedback information for the first data information, determine power for the sidelink feedback information according to the first priority; and a transmitter configured to transmit to the first device the sidelink feedback information being determined with the power, wherein the sidelink feedback information comprises sidelink hybrid automatic repeat request acknowledgement information indicating whether to retransmit the first data information.
NIPPON TELEGRAPH AND TELEPHONE CORPORATION (Japan)
Inventor
Sonoda, Masataka
Suzuki, Kazuhiro
Ishizaki, Teruaki
Priyankara, Sampath
Yamabe, Yoshiro
Arikawa, Yuki
Miura, Naoki
Abstract
A resource allocation apparatus selects, based on process information indicating a plurality of functions to be used in performing a process and performance requirements for communications between the plurality of functions, the plurality of functions one by one as a first function in order of the performance requirements, the process being performed by a computing system including a plurality of devices, each of the plurality of devices being bus-connected to one or more other devices. The resource allocation apparatus then determines a first device that is used to implement the first function, based on distances of bus-based communication paths between each of devices that are able to implement the first function and a second device that is used to implement a second function that is a communication partner of the first function.
An expected value calculation system includes: a quantum computer that calculates an expected value of a calculation target by using a quantum circuit; an update circuit that obtains a specific parameter by performing, a predetermined number of times, update processing in which the expected value is acquired from the quantum computer, an updated parameter is obtained by updating a parameter of the quantum circuit based on the expected value, and the quantum computer is controlled so as to calculate the expected value by using the quantum circuit to which the updated parameter is applied; and a calculation circuit that calculates the expected value with higher accuracy than that of the quantum computer by using the quantum circuit to which the specific parameter is applied.
G06N 10/20 - Models of quantum computing, e.g. quantum circuits or universal quantum computers
G06N 10/70 - Quantum error correction, detection or prevention, e.g. surface codes or magic state distillation
G06N 10/80 - Quantum programming, e.g. interfaces, languages or software-development kits for creating or handling programs capable of running on quantum computersPlatforms for simulating or accessing quantum computers, e.g. cloud-based quantum computing
A computer-implemented method for generating an image involves receiving input text and layout information, decomposing the text into global and local features, and encoding these features into vectors. The method initializes an initial image representation and uses a trained neural network to predict global noise from the global vector and initial image representation. It also predicts initial local noise for each local feature using their respective vectors and the initial image representation. The final local noise for each feature is determined using the initial local noise and the global noise. The predicted global and final local noises are combined based on the layout information. Finally, the initial image representation is denoised using this combined noise to produce the next image representation, ultimately generating the image.
G06F 3/04845 - Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range for image manipulation, e.g. dragging, rotation, expansion or change of colour
A policy training device that trains, through first reinforcement learning, a first agent configured to output a first action of a control object according to an input of a first state of the control object, includes a memory, and processor circuitry coupled to the memory and configured to change a first parameter regarding a constraint condition in the first reinforcement learning for every predetermined number of times of a training operation in the first reinforcement learning, and train the first agent by using the first parameter as at least a part of the first state and by ensuring that the constraint condition is satisfied.
A computer-readable recording medium storing therein a program for causing a computer to execute a process including: obtaining constraint conditions forming a 0-1 integer programming problem including variables each taking a value 0 or 1, each constraint condition including at least one of the variables; identifying pairings of a variable appearing only in a predetermined number of constraint conditions and the constraint conditions where the variable appears, the predetermined number being less than a total number of the constraint conditions; registering, in a storage unit, for each of the identified pairings, first correlation information correlating the variable of the pairing with another variable appearing in at least one of the constraint conditions of the pairing; registering, in the storage unit, second correlation information correlating, based on a degree of relationship between the variables, at least one of the variables and another variable having at least a predetermined degree of relationship with the at least one variable; and searching for a solution to the 0-1 integer programming problem by determining, based on the first and second correlation information, a group of any two or more correlated variables, for value inversion.
A non-transitory computer readable recording medium storing an evaluation program for causing a computer to execute a process includes training first machine learning models by using pieces of correct answer labeled training data, generating pieces of evaluation data of which similarity to the pieces of training data is equal to or less than a predetermined value and a correct answer label is unknown, acquiring prediction results by each of the first machine learning models and a second machine learning model to be evaluated, for the pieces of evaluation data, and outputting a parameter that indicates the capability when a probability model that represents a probability that each of the first machine learning models and the second machine learning model obtains the prediction result is optimized by inputting the prediction results to the probability model.
In an embodiment, a set of data instances associated with a domain is received. A set of simplification rules is applied on the received set of data instances. A set of simplified representations associated with the received set of data instances is determined. A set of transformation rules on the is applied received set of data instances. A set of graph representations associated with the received set of data instances is determined. A set of first lambda functions is executed on a set of representations. The set of representations includes at least one of the determined set of simplified representations or the determined set of graph representations. A set of instance properties associated with the set of representations is determined. The set of representations is analyzed. First information associated with the set of representations is rendered based on the analysis of the set of representations.
A method may include obtaining a first and a second quantum state that represent different subsets of a multivariate dataset. The method may include configuring a quantum circuit that includes an ancillary qubit initialized to a zero state, a first qubit including the first quantum state, and a second qubit including the second quantum state. The method may include applying a first Hadamard transformation to the ancillary qubit, and responsive to the first Hadamard transformation returning a particular value, swapping the first and second qubits such that the second qubit represents the first quantum state and the first qubit represents the second quantum state. The method may include applying a second Hadamard transformation to the ancillary qubit, and responsive to observing a measurement outcome of zero, it may be determined that a changepoint does not occur between the data samples corresponding to the first and second data subsets.
A method may include obtaining a multi-dimensional training dataset that includes multiple datums. Each of the datums may correspond to a number of quantum bits (qubits) and may represent a quantum state. The method may also include generating, using a quantum computing device, a Gram matrix based on the multiple datums. In addition, the method may include determining, using a classical computing device, multiple operators according to a constraint defined by the Gram matrix. Each of the operators may be configured as a proxy for a corresponding datum. Further, the method may include assigning, using the classical computing device, each of the operators to a label.
A computer-readable recording medium storing a program for causing a computer to execute: acquiring values of first matrix elements being problem information of a matrix decomposition problem representing a binary first matrix represented by the first matrix elements by a matrix product of a second and third matrix, and initial values of second matrix elements of the second matrix and third matrix elements of the third matrix; determining whether to adopt a change in a value of a fourth matrix element of any one of the second and third matrix elements based on a change amount of a value of an evaluation function; and searching for values of the second and third matrix elements by repeating processing of updating the value of the fourth matrix element while the fourth matrix element is changed when it is determined to adopt the change in the value of the fourth matrix element.
The processor includes core circuits and a cache unit having L2 to LN caches (N is 3 or more). L1 cache has a move-in buffer including entries in which memory access instruction resulted in cache miss in L1 cache is stored. The move-in buffer, when issuing a normal memory request to L2 cache, issues a pseudo memory request to L3 to LN caches in parallel and receives a pseudo data response that has coherency-unsecured data from any one cache. The re-order buffer executes a normal instruction execution completion process in response to the normal data response, executes a pseudo instruction execution completion process in response to the pseudo data response, and, when the pseudo data response is a failure, rewinds an arithmetic operation circuit that speculatively executed instructions after the memory access instruction in response to the pseudo instruction execution completion process, back to a state before the speculative execution.
A semiconductor device includes a semiconductor element; an interconnect layer provided on a first surface side of the semiconductor element, the interconnect layer including an interconnect connected to the semiconductor element and an insulating layer covering the interconnect; and a cavity provided between the first surface of the semiconductor element and the interconnect layer.
H01L 23/00 - Details of semiconductor or other solid state devices
H01L 21/48 - Manufacture or treatment of parts, e.g. containers, prior to assembly of the devices, using processes not provided for in a single one of the groups or
H01L 23/367 - Cooling facilitated by shape of device
H01L 23/538 - Arrangements for conducting electric current within the device in operation from one component to another the interconnection structure between a plurality of semiconductor chips being formed on, or in, insulating substrates
H01L 27/06 - Devices consisting of a plurality of semiconductor or other solid-state components formed in or on a common substrate including integrated passive circuit elements with at least one potential-jump barrier or surface barrier the substrate being a semiconductor body including a plurality of individual components in a non-repetitive configuration
H01L 29/20 - Semiconductor bodies characterised by the materials of which they are formed including, apart from doping materials or other impurities, only AIIIBV compounds
H01L 29/778 - Field-effect transistors with two-dimensional charge carrier gas channel, e.g. HEMT
H01Q 1/22 - SupportsMounting means by structural association with other equipment or articles
24.
COMPUTER-READABLE RECORDING MEDIUM STORING MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND INFORMATION PROCESSING APPARATUS
A non-transitory computer-readable recording medium stores a machine learning program for causing a computer to execute a process including: inputting first data to an encoder, and acquiring third data obtained by adding noise to second data output by the encoder; inputting the third data to a decoder that corresponds to inverse computation of the encoder, and acquiring fourth data output by the decoder; and training the encoder and the decoder based on a loss function that includes the third data and an error between the first data and the fourth data.
A cooling module includes a substrate, a heat radiation member fixed to the substrate with a gap between the heat radiation member and the substrate, a guide member that is disposed at a surface of the heat radiation member on a side of the substrate and that allows an electronic device to be inserted between the guide member and the substrate, a fixing mechanism that fixes the guide member to the heat radiation member so as to be movable in a direction in which the substrate and the guide member face each other, and a compressively deformable heat conductive member that is disposed between the heat radiation member and the guide member and overlaps with an opening provided in the guide member in a plan view.
A method may include a near-real-time radio access network intelligent controller receiving, from a distributed unit of a radio access network, current values of network parameters of the radio access network, the radio access network established using at least one radio access network device. The method may include the near-real-time radio access network intelligent controller obtaining adjustments to one or more of the current values of the network parameters. The method may also include directing the adjustments to the distributed unit for implementation in near-real-time in the radio access network.
A non-transitory computer-readable recording medium stores a language processing program for causing a computer to execute a process including: extracting, from a second text written in a second language, a second named entity corresponding to a first named entity contained in a first text written in a first language; associating the first text with the second text based on a similarity between the first named entity and the second named entity and an alignment probability between the first named entity and the second named entity; and outputting association information indicating a result of associating the first text with the second text.
A neuromorphic computing circuit includes nodes including first and second nodes generating a spike including a counter for a spike existing time and a sender information, and a transmission array including transmission circuits, one or more of which is on the transmission path and forwards the spike. Each transmission circuit updates a counter value when forwarding the spike and sets, when detecting meeting of a first spike from the first to the second node and a second spike from the second to the first node, time difference based on the counter values, into the first spike. The second node includes a generation circuit specifying time difference equal or less than a first threshold among ones in the received spikes, accumulating connection strengths between the sender of third spikes set the specified differences therein and the second node, and generating a fourth spike when the accumulating result exceeds a second threshold.
A non-transitory computer-readable recording medium storing an information processing program for a computer to execute a processing includes acquiring an evaluation result that indicates evaluation for each of a plurality of indexes in a machine learning model, clustering the evaluation result for each combination pattern of the plurality of indexes, calculating a variance of the evaluation results in a cluster for each combination pattern, determining a combination pattern that satisfies a predetermined condition, from among a plurality of the combination patterns, based on the calculated variance of the evaluation results, aggregating the evaluation for each of the plurality of indexes for each cluster, based on the evaluation result included in each cluster obtained by performing clustering on the determined combination pattern, and determining a solution for each of the plurality of indexes in the machine learning model based on the aggregated evaluation for each of the plurality of indexes.
An arithmetic processing device includes a first memory to hold a matrix, a second memory to hold data obtained by transforming elements in the matrix held in the first memory, a processor to transform the elements in the matrix and cause the second memory to hold the transformed elements by writing each of element-groups arranged in a row direction, which the element-groups are to be used for a matrix-product-operation with a filter in each row of the matrix, to each of a plurality of rows in the second memory in a sequence so that the elements in the element-groups arranged in a column direction of the matrix sequentially partially overlap with each other, and an accelerator to execute a convolution-calculation of the matrix by executing the matrix-product-operation of the filter and the element-groups written in the second memory, which the elements of the element-groups partially overlap with each other.
A computer-implemented method of training a machine-learning model for image analysis, the method comprising receiving an input training dataset comprising real training data and augmented training data; iteratively training an encoder of the machine-learning model to obtain a trained encoder, the iterative training comprising: training a discriminator model by minimising a discriminator loss function using the input training dataset to obtain a trained discriminator, the trained discriminator being configured to discriminate whether input data is real data or augmented data; and training the encoder by maximising a discriminator error using the training dataset and the trained discriminator to obtain a trained encoder, the trained encoder being configured to invariantly encode real data and augmented data to a same representation space.
G06V 10/774 - Generating sets of training patternsBootstrap methods, e.g. bagging or boosting
G06V 10/26 - Segmentation of patterns in the image fieldCutting or merging of image elements to establish the pattern region, e.g. clustering-based techniquesDetection of occlusion
G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
A non-transitory computer-readable recording medium storing an information processing program for causing a computer to execute processing including: generating routes in a case where a plurality of mobile bodies that have started from a specific node passes through a plurality of nodes and returns to the specific node, which satisfy a plurality of newly set conditions related to the routes, from a set of the plurality of routes that indicates order in which the plurality of mobile bodies visit the nodes, by applying a column generation method to the set of the plurality of routes; generating a route selection problem by using the generated routes; solving the generated route selection problem; and outputting a solution result of the route selection problem.
An information processing apparatus obtains system data representing a system including first objects that each undergo a state change in response to an operation and second objects that each undergo a state change in response to the state change of one or more first objects related thereto and assigning each second object a cost that changes in response to the state change. The information processing apparatus determines, for each second object, the number of unchanged first objects among the related first objects, a change in total cost caused by operating the unchanged first objects, and an index value that increases as the number of unchanged first objects decreases and increases as the change increases. The information processing apparatus generates schedule data representing an operation sequence for the first objects such that the second objects undergo the state change preferentially in descending order of index values.
G06F 9/50 - Allocation of resources, e.g. of the central processing unit [CPU]
34.
VEHICLE MANAGEMENT FACILITY INFORMATION PROVIDING METHOD AND COMPUTER-READABLE RECORDING MEDIUM STORING VEHICLE MANAGEMENT FACILITY INFORMATION PROVIDING PROGRAM
A vehicle management facility information providing method implemented by a computer, the method including: specifying, as a reference facility, any one of a plurality of management facilities that manage unrented vehicles, based on input by a user; extracting, among the plurality of management facilities stored in a memory of the computer, one or more management facilities that exist within a predetermined range from the reference facility and of which a number of unrented vehicles being managed is to be changed, as one or more uneven distribution facilities; specifying, among the one or more uneven distribution facilities, an uneven distribution facility in which an advantage in a case where the user uses the uneven distribution facility matches an advantage emphasized by the user; and generating information that indicates the specified uneven distribution facility, and outputting the information to the user so that the information is viewable by the user.
A non-transitory computer-readable recording medium storing an information processing program for causing a computer to execute processing includes: extracting partial data that corresponds to each of a plurality of patterns of which an index according to an appearance frequency in a plurality of training samples is equal to or more than a second threshold, that is a pattern of a combination of one or more feature amounts of which a contribution degree to estimation of a machine learning model is equal to or more than a first threshold; calculating a likelihood of an estimation result of a partial model for each pattern, in a case where the partial data extracted from the estimation target data is input to a corresponding partial model among the partial models trained for the respective patterns; and outputting the partial data selected based on the likelihood calculated for each partial model for each pattern.
COMPUTER-READABLE RECORDING MEDIUM HAVING STORED THEREIN MEMORY ACCESS CONTROL PROGRAM, MEMORY ACCESS CONTROL METHOD, AND INFORMATION PROCESSING APPARATUS
A computer-readable recording medium having stored therein a program causes one of processors to execute a process including: upon controlling an access from each of the processors to a shared memory including a storage area shared among the processors, determining the number of one or more first processors that can be controlled by hardware when the access is to be controlled by the hardware; and performing, based on a frequency of the access to the shared memory from the processors, a control of the access to the shared memory from a second processor, the number of one or more second processors being excluded the determined number of the first processors from the processors, by a first control being performed by software executed by the second processor, or by a second control being performed by the first processor according to a command issued by the second processor.
A non-transitory computer-readable recording medium storing an information processing program for causing a computer to execute a process includes acquiring additional information capable of verifying reliability of a plurality of first Web articles, detecting the number of empathies that indicates the number of empathies given to the additional information when the additional information is regarded as valid for verification of the reliability, and ordering the plurality of first Web articles based on the number of empathies.
A method for detecting lesion for a computer to execute a process includes a training process that includes calculating a first image feature for each of first tomographic image groups obtained from first human bodies, classifying tomographic images included in the first tomographic image groups into second tomographic image groups, and generating, through machine learning, first lesion identification models configured to identify whether or not unit image regions in the tomographic images are regions of a particular lesion, and a lesion detection process that includes acquiring, from the first lesion identification models, probabilities of regions of the particular lesion, for each of the unit image regions, integrating, for each of the unit image regions, the probabilities based on a second image feature of a same type as the first image feature obtained from second human body, detecting the regions of the particular lesion from the first tomographic images.
An optical circuit includes: a first optical waveguide that extends in a first direction and uses diamond as a material; a plurality of second optical waveguides each of which uses diamond as a material, includes a color center, is coupled to the first optical waveguide, and extends in a direction different from the first direction; and a third optical waveguide that includes a material having a refractive index lower than a refractive index of diamond and coupled to the first optical waveguide.
An information transceiving apparatus, applicable to a terminal equipment, includes: a transmitter configured to transmit third information for acquiring an AI model to a network device; and a receiver configured to receive fourth information transmitted by the network device in response to the third information.
A base station device in a wireless communication system which includes the base station device, a terminal device, and a reflection control device that receives and reflects a signal that the base station device transmits so as to transmit a reflected wave, and in which the reflection control device changes a reflection angle of the reflected wave in accordance with change in applied voltage, the base station device includes, a determining controller that determines information relating to the applied voltage in the reflected wave and a changing cycle of the applied voltage and a reflection controller that transmits the information to the reflection control device and causes change of the applied voltage to be repeated in the changing cycle in accordance with the information.
G01S 5/02 - Position-fixing by co-ordinating two or more direction or position-line determinationsPosition-fixing by co-ordinating two or more distance determinations using radio waves
42.
STABLE CONFORMATION SEARCH SYSTEM, STABLE CONFORMATION SEARCH METHOD, AND COMPUTER-READABLE RECORDING MEDIUM STORING STABLE CONFORMATION SEARCH PROGRAM
A system performs: obtaining a model where N (N: an integer of >1) main chain particles in a sequence and N side chain particles correspondingly linked to the respective N main chain particles are arranged in a lattice space; calculating coordinates of an (i+1)th main chain particle, by using coordinates of an i-th main chain particle and a first state variable represented by relative coordinates between the i-th and (i+1)th main chain particles; calculating coordinates of an (i+1)th side chain particle corresponding to the (i+1)th main chain particle, by using the coordinates of the (i+1)th main chain particle and a second state variable represented by relative coordinates between the (i+1)th main and side chain particles; calculating a value of an energy of the model when any one of the first and second state variables is changed; and identifying the first and second state variables having a local minimum value.
A resource server manages a resource relating to a user terminal. The resource server includes: a communication unit; and a passcode processor that processes a passcode received by the communication unit. The communication unit receives, from a client via the user terminal, a first passcode that is given from the client to the user terminal in response to an access from the user terminal to the client that provides a service to the user terminal. The, passcode processor requests the user terminal to input a passcode. The communication unit receives a second passcode input at the user terminal. The passcode processor determines whether to provide the resource relating to the user terminal to the client based on a result of a comparison between the first passcode and the second passcode.
A lesion detection method for a computer to execute: a learning process of classifying first tomographic images into a plurality of first tomographic image groups, and generating first lesion identification models for identifying whether or not unit image region included in a tomographic image is a specific lesion region; and a lesion detection process of calculating a first image feature amount based on second tomographic images, acquiring a probability that each of the unit image regions included in the second tomographic images is the specific lesion region from each of the first lesion identification models, calculating, for each of the unit image regions included in the second tomographic images, an integration value by integrating the probabilities acquired from each of the plurality of first lesion identification models, and detecting the specific lesion region from the second tomographic images based on the integration value.
A recording medium stores a program for causing a computer to execute a process including: predicting based on completion time of a certain number of times of iteration obtained from an application that executes iterative processing and a total number of times of iteration, predicted completion time for a case where the iterative processing is executed as many times as the total number of times of iteration; comparing the predicted completion time with a time limit specified by a user; based on a comparison result, causing the application to output a checkpoint, and after execution of the application is stopped, performing a configuration change of resources for an information processing device that is used for execution of the application by using a resource pool; and restarting the application in the information processing device for which the configuration change has been performed, and resuming execution from the output checkpoint.
A communication device includes: a first module of a repeater acquires a first beam indication, the first beam indication being at least used by the first module to receive a signal from a first network device at a first band, and/or the first module of the repeater acquires a second beam indication, the second beam indication being at least used by the first module to transmit a signal to the first network device at the first band.
A communication device includes a first module and a second module, the first module acquiring first timing, the first timing being at least used for the first module to receive a signal from a first network device at a first band, and/or the first module acquiring second timing, the second timing being at least used for the first module to transmit a signal to the first network device at the first band; the first module acquiring third timing, the third timing being at least used for the second module to receive a third signal from a second network device at a second band, the third signal being used to be forwarded, and/or the first module acquiring fourth timing, the fourth timing being at least used for the second module to forward a processed fourth signal from a terminal equipment to the second network device at the second band.
A communication device includes a first module and a second module, the first module acquires first TDD configuration, the first TDD configuration being at least used by the first module to receive a signal from a first network device and/or transmit a signal to the first network device at a first band; the first module acquires second TDD configuration, the second TDD configuration being at least used by the second module to receive a third signal from a second network device at a second band, the third signal being used to be forwarded, and/or, the second TDD configuration being at least used by the second module to forward a processed fourth signal to the second network device at the second band; and the first band and the second band do not overlap in a frequency domain.
H04W 72/0453 - Resources in frequency domain, e.g. a carrier in FDMA
H04W 72/231 - Control channels or signalling for resource management in the downlink direction of a wireless link, i.e. towards a terminal the control data signalling from the layers above the physical layer, e.g. RRC or MAC-CE signalling
49.
RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING APPARATUS
A non-transitory computer readable recording medium storing a program causing a computer to execute a process including calculating individual vectors of a plurality of continuous sentences that have a relationship with preceding and following sentences, generating a machine learning model that predicts a sentence vector of a sentence input next to a certain sentence when a vector of the certain sentence is input to the machine learning model, by sequentially inputting the vectors of the plurality of sentences to the machine learning model and training the machine learning model, calculating a vector of a first sentence and a vector of a second sentence next to the first sentence, and calculating a vector of a sentence predicted to be next to the first sentence by inputting the vector of the first sentence to the machine learning model, and determining whether or not the vector of the second sentence is appropriate.
A computer-readable recording medium storing a program for causing a computer to execute: when a number of times of occurrence of a first state within a predetermined time exceeds a predetermined number of times in a solution search based on an evaluation function including a plurality of state variables, determining a number of state variables to be changed from the first state among the plurality of state variables, based on a difference between a first value of the evaluation function in a case where a value of any state variable of the state variables is changed from the first state and a second value of the evaluation function corresponding to the first state; generating a second state in which values of the state variables of the number among the plurality of state variables in the first state are changed; and continuing the solution search using the second state.
A non-transitory computer-readable recording medium stores an information processing program for causing a processor of an information processing apparatus that manages distributed training that uses a plurality of nodes to execute a process. The process includes: obtaining a waiting time until a resource to be used for the distributed training is secured and an execution time taken for the distributed training, for each of execution environments of different numbers of nodes; obtaining a score for each of the execution environments based on the waiting time and the execution time acquired for each of the execution environments; and determining the number of nodes to be used for the distributed training based on a plurality of the scores.
G06N 3/098 - Distributed learning, e.g. federated learning
52.
MOVING OBJECT INFORMATION CALCULATION METHOD, COMPUTER-READABLE RECORDING MEDIUM STORING MOVING OBJECT INFORMATION CALCULATION PROGRAM AND MOVING OBJECT INFORMATION CALCULATION APPARATUS
A moving object information calculation method for a computer to execute a process includes: acquiring a first captured image captured from a first moving object; detecting a second moving object from the first captured image; detecting a shielded region that is imaged below a road region in the first captured image; determining whether a predetermined condition that indicates that at least a part of a lower side of a circumscribed rectangle that circumscribes the detected second moving object and the shielded region overlap or are close to each other is satisfied based on the second moving object and the shielded region; and in a case where the predetermined condition is not satisfied, calculating a distance between the first moving object and the second moving object based on coordinates of a reference point over the lower side, and in a case where the predetermined condition is satisfied, skipping calculating the distance.
G06V 20/58 - Recognition of moving objects or obstacles, e.g. vehicles or pedestriansRecognition of traffic objects, e.g. traffic signs, traffic lights or roads
G06T 7/246 - Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
A method to estimate, in a communication system that includes a first communication device that executes a service, a second communication device that communicates with the first communication device via a network, and a monitoring device that monitors the network, quality of the service executed by the first communication device, includes obtaining a packet transmitted in a predetermined direction over the network, classifying the obtained packet into a packet of a first type and a packet of a second type different from the packet of the first type, and determining a feature for each type of the classified packet, and estimating the quality of the service executed by the first communication device by using a training model trained by using the feature and the quality of the service at timing when the packet used to determine the feature is transmitted, by processor circuitry.
H04N 21/24 - Monitoring of processes or resources, e.g. monitoring of server load, available bandwidth or upstream requests
H04N 21/238 - Interfacing the downstream path of the transmission network, e.g. adapting the transmission rate of a video stream to network bandwidthProcessing of multiplex streams
H04N 21/25 - Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication or learning user preferences for recommending movies
54.
IAB-DONOR DEVICE AND TRANSPORT ADDRESS CONFIGURATION METHOD
An integrated access and backhaul IAB donor-CU device, which is an F1-terminating donor-CU device of a migrating IAB node, includes: a transmitter configured to transmit IP address configuration information of an F1-terminating topology domain allocated for the migrating IAB node to a non-F1-terminating donor-CU; wherein IP address configuration information of the F1-terminating topology domain includes a TNL (transport network layer) address anchored at a donor-DU in the F1-terminating donor-CU topology for the migrating IAB node, and a receiver configured to receive IP address configuration information of the non-F1-terminating topology domain allocated for the migrating IAB node transmitted by the non-F1-terminating donor-CU; wherein IP address configuration information of the non-F1-terminating topology domain includes a new TNL address anchored at a donor-DU in the non-F1-terminating donor-CU topology for the migrating IAB node.
A network apparatus includes: a transmitter configured to transmit, to a terminal equipment, data scheduling control information including information used for indicating available time-frequency resources on one or more scheduled bandwidth resources, the available time-frequency resources being used by the terminal equipment for transmitting the uplink data; and a receiver configured to receive the uplink data, wherein the transmitter is further configured to transmit, to the terminal equipment, control information including first indication information and second indication information, the first indication information including a bitmap used for indicating one or more bandwidth resources, the one or more bandwidth resources being bandwidth resource(s) where the terminal equipment is allowed to share a channel occupancy time of a network device to transmit uplink data, the second indication information being used for indicating an uplink/downlink structure.
A recording medium storing a program for causing a computer to execute: obtaining first route information defining at least a first route traveling through nodes, among the first route, a time limit of traveling to the nodes, and a type of moving object; generating second route information based on the first route information and setting a route information group including the first and second route information, the second route information being different from any pieces of the first route information and defining at least a second route traveling through the nodes, among the second route, a time limit of traveling to at least one of the nodes, and a type of moving object; and creating a plan defining a route on which each moving object travels to the nodes, based on the route information group such that the first route information is used preferentially over the second route information.
A medium storing an operation program for causing a computer to perform processing including: in repeatedly executing operation processing including creating an Ising model based on a learning data group, searching for a first set number of first recommended points for the Ising model, searching for a second set number of second recommended points for the learning data group by a genetic algorithm, and adding the first recommended points and first evaluation values of the first recommended points and the second recommended points and second evaluation values of the second recommended points to the learning data group as learning data, generating types of a sequence as an initial point of each piece of learning data of the learning data group; and when the second recommended points are searched for, applying the genetic algorithm to a form of the sequence.
A recording medium stores a program for causing a computer to execute processing including: determining priority of a state to be used at a time of making an action for a first agent; selecting a true value or an alternative value as a value to be input to a first policy parameter according to the priority of the state; determining a first degree of influence on a constraint condition of the first agent and a third degree of influence on system-wide constraint conditions based on a second degree of influence by a second policy parameter updated by a second agent in a previous order in an update order according to a predetermined update order by using the first policy parameter; and determining a range of a policy parameter that satisfies the constraint condition according to the first degree of influence and the third degree of influence.
An antenna device includes: a first dielectric substrate that includes a first surface; a second dielectric substrate that faces the first dielectric substrate; a plurality of first radiation elements that is provided over the first surface; a power feeding unit that feeds power to the first radiation elements; a plurality of second radiation elements that is provided over a second surface of the second dielectric substrate and coupled to the plurality of first radiation elements; and through holes that are formed around the plurality of second radiation elements of the second dielectric substrate in plan view. The plurality of first radiation elements is a plurality of antenna elements for a patch antenna.
A delay control circuit includes a delay circuit configured to delay, by a predetermined delay, a signal input to a plurality of electrode segments provided in series along one or both of two waveguides of a Mach-Zehnder interferometer of an optical modulator, a monitor configured to monitor a power of a baud rate frequency component including a frequency having a value that is equal to a baud rate or an integer multiple of the baud rate, or a power of a beat frequency component of the baud rate frequency component, from output light of the optical modulator, and a control circuit configured to control a delay amount of the delay circuit so as to maximize a monitored power of the baud rate frequency component or the beat frequency component.
G02B 6/293 - Optical coupling means having data bus means, i.e. plural waveguides interconnected and providing an inherently bidirectional system by mixing and splitting signals with wavelength selective means
G02F 1/21 - Devices or arrangements for the control of the intensity, colour, phase, polarisation or direction of light arriving from an independent light source, e.g. switching, gating or modulatingNon-linear optics for the control of the intensity, phase, polarisation or colour by interference
G02F 1/225 - Devices or arrangements for the control of the intensity, colour, phase, polarisation or direction of light arriving from an independent light source, e.g. switching, gating or modulatingNon-linear optics for the control of the intensity, phase, polarisation or colour by interference in an optical waveguide structure
A semiconductor device includes a semiconductor chip having a first surface and a second surface, the first surface facing a substrate, and the second surface being opposite to the first surface and being a circuit surface; a first bump connecting the first surface of the semiconductor chip and the substrate; and a metallic pillar connecting the first surface of the semiconductor chip and the substrate.
A non-transitory computer-readable recording medium storing an information processing program for causing a computer to perform a process including: acquiring a plurality of parameters for a measure; performing a plurality of simulations of the measure in a virtual space, based on the plurality of parameters acquired; performing relative evaluation based on results of the plurality of simulations performed; outputting a combination of indexes of a plurality of viewpoints that are regarded as important by stakeholders with respect to the measure, based on a result of the relative evaluation; and identifying a portion that is common among the stakeholders from the output combination.
A computer-implemented method comprising: performing a prediction process comprising: based on input data comprising values of physiological measurement variables of a patient over a time period, computing first correlations in the input data, the computing comprising computing short range temporal correlations between values of physiological measurement variables at consecutive time steps using an attention-based mechanism and computing spatial correlations between values of different physiological measurement variables at a same time step using a self-attention mechanism; generating first updated node embeddings based on the input data and the first correlations, each node corresponding to a physiological measurement variable at a time step; using a recurrent neural network, RNN, updating the first updated node embeddings based on second correlations between the first updated node embeddings to generate temporally updated embeddings; and based on the temporally updated embeddings and using a neural network, NN, generating a prediction whether the patient will have sepsis.
A61B 5/00 - Measuring for diagnostic purposes Identification of persons
G16H 50/20 - ICT specially adapted for medical diagnosis, medical simulation or medical data miningICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
64.
STRUCTURE, QUANTUM BIT, QUANTUM OPERATION DEVICE, AND METHOD FOR MANUFACTURING STRUCTURE
A method for manufacturing a structure includes: forming an s-wave superconductor layer over a base material; forming a first transition metal dichalcogenide layer that contains a van der Waals layered material, over the s-wave superconductor layer; and forming a second transition metal dichalcogenide layer over the first transition metal dichalcogenide layer.
A computer-readable recording medium storing a program for causing a computer to execute: on a condition that each of objects is processed at any of a plurality of processing timings for which an order is determined, a processing specification is determined for each of the objects, a processing period in which processing is performed for each of the objects is determined, and the processing period includes one or more of the processing timings, calculating a probability obtained as a reciprocal of a number of the processing timings included in the processing period for each of the processing specifications of the objects, for each processing timing; calculating a sum of probabilities of the processing specifications for each processing timing; and calculating a cumulative sum of sums of the probabilities for the processing timing; and specifying the processing timings of the objects by using the cumulative sum.
Optical communication device includes reception circuit that receives first WDM signal in first wavelength band from first node and transmission circuit that transmits second WDM signal in the first wavelength band to second node. The reception circuit includes WSS (wavelength selective switch) and wavelength converter. The WSS guides optical signal to be transmitted to the second node in the first WDM signal to output port optically coupled to the transmission circuit. The WSS guides optical signal to be transmitted to access network in the first WDM signal to the wavelength converter. The wavelength converter performs wavelength conversion from the first wavelength band into second wavelength band. The WSS guides the wavelength-converted optical signal to output port optically coupled to the access network.
A recording medium stores a module terminal design program for causing a computer to execute processing including: creating, for each placement position where a target macro that has a multilayer structure placed in a design target circuit is placeable according to a power supply structure of the design target circuit, a temporary macro that represents a placement pattern of terminals of each layer of the target macro; extracting, based on a result of comparison between placement patterns of the temporary macros, a common pattern; extracting a difference pattern that represents a difference from the extracted common pattern; registering the common pattern and the difference pattern; and creating, when the target macro is placed at any one placement position, a module terminal for a lifting target terminal in the target macro based on the common pattern and a difference pattern that corresponds to the any one placement position.
A non-transitory computer-readable recording medium storing a program for causing a computer to execute a process includes generating three-dimensional first skeleton information of a first person included in a first video by performing skeleton recognition, setting a first interesting region in a three-dimensional space for each of objects included in the first video based on design data, specifying a first object being used by the first person from among the objects included in the first video by using positional information of a hand of the first skeleton information and the first region of interest, acquiring a position distribution in which the hand is present in the three-dimensional space based on a trajectory of the part of the hand of the first skeleton information, and setting a second region of interest, in the three-dimensional space, that indicates that a person uses the first object, based on the position distribution.
A non-transitory computer readable recording medium storing a consideration distribution program causing a computer to execute processing includes, for each process included in a supply chain, recording process information that includes a value of the process and identification information for specifying a process performed immediately before the process over a blockchain, referring to the process information and process information of the process performed immediately before specified from the identification information, and distributing a consideration to the process and the process performed immediately before.
A recording medium stores a program for causing a computer to execute processing including: a first stage of arranging objects in processing entities of types of processing by forward arrangement in which arrangement is planned with a predetermined time point as a starting point according to a predetermined order for the objects; a second stage of arranging the objects by backward arrangement in which arrangement is planned in a direction opposite to a time axis with a predetermined time point as a starting point according to a processing completion order of each object of final processing in the arrangement obtained in the first stage; a third stage of aligning processing start times of each object from a front in each processing in the arrangement obtained in the second stage; and a fourth stage of moving forward the arrangement obtained in the third stage to a predetermined time point.
A computer-readable recording medium storing a program for causing a computer to execute: acquiring a combination of a first regular delivery and a second regular delivery from regular deliveries each of which has a route from a first node to a last node and for which it is determined at which node each package is loaded and transported to which node; and creating a transport vehicle relay delivery by specifying a node where a package is loaded last in the first regular delivery, adding a route of the second regular delivery after the specified node, deleting a first node of the second regular delivery when matching with the specified node, and adding a first node of the first regular delivery as a last node when a last node of the second regular delivery does not match the first node of the first regular delivery.
A method for generating a digital twin in which a computer executes processing includes: aggregating a plurality of digital twins that is aggregatable and satisfies a specific condition, from among a plurality of digital twins and generating a single aggregated digital twin to which aggregation meaning is set; and giving a tag for identification to the generated aggregated digital twin.
A data processing system includes: an Ising machine that calculates a first division candidate based on an Ising-type evaluation function; and an information processing device configured to obtain, from the Ising machine, division candidate information that represents the first division candidates for individual first division patterns; select one of the first division candidates and divide the first cluster into a second and a third clusters; store the division candidate information of the first division candidate that has not been selected; determine whether or not the unselected first division candidate that corresponds to a second division pattern of the second cluster exists based on the stored division candidate information; and when the unselected first division candidate is determined to exist, select one of second division candidates of the second cluster and divide the second cluster into a fourth and a fifth clusters.
A recording medium stores a program for executing processing of: obtaining a first value of each first parameter calculated first by the VQE that calculates values of parameter of a quantum circuit and a second value of each first parameters calculated last by the VQE when an active space of a target molecule is reduced; obtaining a third value of each second parameter calculated first by the VQE such that the parameters are calculated once, when the active space of the target molecule is not reduced; specifying one first parameter corresponding to the first value closest to the third value of the second parameter to associate the specified first parameter with the second parameter; and when the active space of the target molecule is not reduced, setting an initial value of each second parameter to the second value of one first parameter specified to be associated with each second parameter.
A non-transitory computer-readable recording medium stores a pipeline set generation program for causing a computer to execute a process including: acquiring a first pipeline set of which each of pipelines includes a machine learning model, based on a plurality of tasks; generating a second pipeline set by adding specified components that correspond to each class of variables included in data of the plurality of tasks to each of the pipelines included in the first pipeline set; and acquiring evaluation values for each of the pipelines included in the second pipeline set, by executing the second pipeline set on the plurality of tasks; and generating a third pipeline set by selecting a plurality of the pipelines from the second pipeline set, based on the evaluation values.
A transmission line parameter estimation apparatus includes: a storage unit configured to stores in advance a non-linear phase rotation amount distribution obtained by using time waveform data acquired from a receiver, of a first transmission line, and a non-linear phase rotation amount of a second transmission line different from the first transmission line; and a controller configured to refer to data in the storage unit, and obtains a non-linear constant of each span of the second transmission line based on a distribution of the non-linear phase rotation amount.
H04B 10/079 - Arrangements for monitoring or testing transmission systemsArrangements for fault measurement of transmission systems using an in-service signal using measurements of the data signal
A computer-implemented method comprising performing a training process, the training process comprising: using a student graph neural network, GNN, to extract a pair of first representations from a pair of training graphs, respectively; computing a disagreement between the first representations; using at least one teacher GNN to extract a pair of second representations from the pair of training graphs, respectively; computing a perceptual distance between the second representations; comparing the disagreement between the first representations with a target disagreement which is based at least in part on the perceptual distance between the second representations; and adjusting at least one weight of the student GNN based on the comparison.
A computer-implemented method comprising performing a training process, the training process comprising: using first and second image encoder networks, generating first and second sets of embeddings based on a pair of first and second input images, respectively; generating first and second nearest neighbor graphs, NNGs, based on the first and second sets of embeddings, respectively; using at least one graph neural network, GNN, extracting first and second representations from the first and second NNGs, respectively; and adjusting at least one network weight of the first image encoder network based on a difference between the first and second representations.
G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
G06V 10/77 - Processing image or video features in feature spacesArrangements for image or video recognition or understanding using pattern recognition or machine learning using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]Blind source separation
79.
SEMICONDUCTOR DEVICE, METHOD FOR MANUFACTURING SEMICONDUCTOR DEVICE, AND ELECTRONIC DEVICE
a semiconductor device includes: a channel layer that includes a first nitride semiconductor; a barrier layer provided on a first surface side of the channel layer and includes a second nitride semiconductor; a source electrode and a drain electrode provided on a second surface side opposite to the channel layer side, of the barrier layer; a gate electrode provided between the source electrode and the drain electrode, on the second surface side of the barrier layer; and a polarization layer that is provided between the gate electrode and the drain electrode, from among between the gate electrode and the source electrode and between the gate electrode and the drain electrode on the second surface side of the barrier layer, includes a third nitride semiconductor that contains Al, and has an Al composition that decreases from the barrier layer side toward a third surface side opposite to the barrier layer side.
H01L 29/778 - Field-effect transistors with two-dimensional charge carrier gas channel, e.g. HEMT
H01L 29/20 - Semiconductor bodies characterised by the materials of which they are formed including, apart from doping materials or other impurities, only AIIIBV compounds
A base station device includes a plurality of wireless stations, the wireless stations each includes: a receiver that receives signals transmitted from a plurality of wireless terminal devices that transmit transmission data in a coordinated manner, and a controller that selects a reference wireless station from among the wireless stations, determines a phase of the transmission data for each of the wireless terminal devices at the selected reference wireless station, and notifies the wireless terminal devices of the determined phase.
A non-transitory computer-readable recording medium stores a proof generation program that causes a computer to execute a process including: generating, for each process included in a supply chain, zero-knowledge proof that indicates validity of a cumulative value obtained by accumulating a value of each process from a most upstream process to the process and information regarding the cumulative value; and causing a blockchain to record the zero-knowledge proof and the information regarding the cumulative value.
H04L 9/32 - Arrangements for secret or secure communicationsNetwork security protocols including means for verifying the identity or authority of a user of the system
82.
COMPUTER-READABLE RECORDING MEDIUM STORING PROGRAM, DATA PROCESSING METHOD, AND DATA PROCESSING APPARATUS
A non-transitory computer-readable recording medium storing a program for causing a computer to execute processing including: calculating, when a value of any one state variable among a plurality of state variables is updated in a solution search based on an evaluation function that includes the plurality of state variables, a first index value related to a change amount of a value of the evaluation function in a case where a value of a first state variable among the plurality of state variables is updated from values of the plurality of state variables before the update; and determining, based on the first index value, a length of a period of time during which update of the value of the first state variable is suppressed after the value of the first state variable is updated.
A program of performing cut problem calculation on a target including nodes and edges set with weight values, the cut problem calculation including calculating a total weight value of edges cut when the nodes is divided into two groups, the program causing a computer to execute: performing the cut problem calculation without designating the number of divisions and specifying a calculation result of which the total value of the weight values satisfies a first condition, from among calculation results; specifying a calculation result satisfying a second condition; performing the cut problem calculation in which the number of divisions is designated and specifying a calculation result of which the total value of the weight values satisfying a third condition; and calculating a normalized value obtained by normalizing the total value of the weight values and acquiring the number of divisions satisfying a fourth condition from among the normalized values.
A non-transitory computer-readable recording medium storing an arithmetic program for causing a computer to execute processing including: generating a first vector by extracting each of elements of a matrix of a plurality of pieces of analysis data represented as two-dimensional data; creating a first normalized vector by normalizing each of the elements of the first vector; generating a second vector by extracting each of elements of a matrix of characteristic data that corresponds to the plurality of pieces of analysis data; creating a second normalized vector by normalizing each of the elements of the second vector; and specifying a correspondence relationship between the element included in the first vector and the element included in the second vector according to similarity between the first normalized vector and the second normalized vector.
A control device in a communication system that includes base stations each to constitute a cell, and a terminal to perform wireless communication with the base station when the terminal is positioned in the cell, the control device controlling the base stations, includes a memory, and processor circuitry coupled to the memory and configured to acquire, from the base station, an interference value measured when a signal is received from the terminal by the base station, estimate, when a transmission power of a first terminal that communicates with a first base station is controlled in accordance with a value of a path loss for the first base station, a maximum-given-interference-amount, among given-interferences of the first terminal for an other base station other than the first base station, and acquire a corrected value for correcting the transmission power of the first terminal by using the maximum-given-interference-amount.
A non-transitory computer-readable recording medium stores a program for causing a computer to execute a process for processing information which includes: obtaining a first nonlinear function to be mapped, calculation accuracy, and an implementation constraint, which are required to implement a nonlinear function in an accelerator; mapping the first nonlinear function to the accelerator to satisfy the calculation accuracy using a predetermined mapping method; determining whether or not a result of the mapping to the accelerator satisfies the implementation constraint; and when the implementation constraint is not satisfied, repeating the mapping and the determining using a mapping method different from the predetermined mapping method.
A non-transitory computer-readable recording medium stores a pipeline set generation program causing a computer to execute a process including: acquiring, based on a plurality of tasks, a pipeline set in which each pipeline includes a machine learning model; generating a second pipeline by executing a simplification process which includes at least one of a process of deleting a component included in the pipeline and a process of changing a hyper parameter of the component included in the pipeline to a default value on a first pipeline of the pipeline set; acquiring an evaluation value of the second pipeline by executing the second pipeline for the plurality of tasks; and adding the second pipeline to the pipeline set based on the evaluation value.
COMPUTER-READABLE RECORDING MEDIUM STORING QUESTIONNAIRE DATA ANALYSIS PROGRAM, QUESTIONNAIRE DATA ANALYSIS METHOD, AND INFORMATION PROCESSING APPARATUS
A recording medium stores a program for causing a computer to execute processing including: generating rules that indicates an answer pattern to questions included in questions, based on questionnaire data that indicates answers of respondents to each of the questions in a conducted questionnaire survey; specifying a respondent who has provided a correct answer that is same as an answer pattern to a question indicated in a rule, for each of the rules, based on the questionnaire data; and determining a first rule selection pattern, based on the number of questions included in selected rules, from among rule selection patterns that satisfy a first constraint condition that each of the respondents is specified as the respondent who has provided the correct answer by any one of the single or the selected rules, among rule selection patterns generated by selecting the single or the rules from among the rules.
A signal transmission apparatus includes: a receiver configured to receive TCI (Transmission Configuration Indicator) state indication information, the TCI state indication information indicating at least one TCI state; processor circuitry configured to determine an SRS (Sounding Reference Signal) resource set associated with an indicated TCI state in configured multiple SRS resource sets; and a transmitter configured to: perform uplink transmission by using a parameter associated with the SRS resource set associated with the TCI state and/or a parameter associated with the TCI state, and perform uplink transmission for dynamic grant PUSCH (Physical Uplink Shared Channel) scheduled by DCI (Downlink Control Information) format 0_0 or Type 2 configured grant PUSCH activated by DCI format 0_0, wherein the dynamic grant PUSCH or the Type 2 configured grant PUSCH is associated with a first SRS resource set and/or a first TCI state associated with the first SRS resource set.
A quantum device includes: a higher-order topological insulator layer; and a superconductor layer. The higher-order topological insulator layer has a first surface and a second surface parallel to each other, a third surface that intersects with the second surface and is located closer to a first surface side than the second surface, and a fourth surface that intersects with the third surface and is parallel to the first surface and the second surface, and the superconductor layer is formed over an intersection line of a plane that includes the third surface and the first surface.
A non-transitory computer-readable recording medium stores an active learning program for causing a computer to execute a process including: predicting, based on a second machine learning model trained by using a set of a plurality of pieces of data and a prediction error of a first machine learning model for each of the plurality of pieces of data as training data, a prediction error of the first machine learning model for each of a plurality of pieces of unlabeled data; generating labeled data by assigning a correct answer label to unlabeled data selected from the plurality of pieces of unlabeled data, based on the predicted prediction error; and retraining the first machine learning model by using the generated labeled data.
A cooling device includes a container, a heat receiver to receive heat from a cooling target and evaporate a refrigerant inside the container, a condenser disposed away from the heat receiver, and to condense the gas-phase refrigerant, a liquid transporter to couple the condenser and the heat receiver, and transport the liquid-phase refrigerant to the heat receiver from the condenser, a first transporter to couple the heat receiver and the condenser, and include a first transport-space inside the first transporter, in which the gas-phase refrigerant is transported to the condenser from the heat receiver, and a second transporter provided in pairs over two sides in a direction orthogonal to a moving-direction of the refrigerant in the first transporter, and to couple the heat receiver and the condenser, and include a second transport-space inside the second transporter, in which the gas-phase refrigerant is transported to the condenser from the heat receiver.
An integrated access and backhaul IAB node includes: a receiver configured to receive a first RRC (Radio Resource Control) reconfiguration message, the first RRC reconfiguration message including IP address information for the IAB node of an F1-terminating topology domain which includes a TNL (transport network layer) address anchored at a donor-DU under an F1-terminating donor-CU for the IAB node, or IP address information for the IAB node of a non-F1-terminating topology domain which includes a TNL address anchored at a donor-DU under a non-F1-terminating donor-CU for the IAB node.
Embodiments of this disclosure provide a data transceiving method and apparatus. The data transceiving apparatus includes: a first receiving unit configured to receive downlink control information (DCI) in a first cell, the DCI being used to schedule PDSCH(s) and/or PUSCH(s) on at least two cells in the first cell and/or at least one second cell; and a transceiving unit configured to receive the PDSCH(s) and/or transmit the PUSCH(s) on the at least two cells.
According to an aspect of an embodiment, operations may include obtaining a respective target temperature for each respective segment of multiple segments of a Highly Non-Linear optical Fiber (HNLF). Each respective target temperature may be based on a respective Zero-Dispersion Wavelength (ZDW) distribution of its corresponding segment and may be based on a target ZDW of the HNLF. The operations may also include adjusting a respective temperature of each respective segment that may be based on the respective target temperature of each respective segment such that each respective segment has a respective ZDW that is within a threshold of the target ZDW.
H01S 3/30 - Lasers, i.e. devices using stimulated emission of electromagnetic radiation in the infrared, visible or ultraviolet wave range using scattering effects, e.g. stimulated Brillouin or Raman effects
H01S 3/10 - Controlling the intensity, frequency, phase, polarisation or direction of the emitted radiation, e.g. switching, gating, modulating or demodulating
96.
INFORMATION FEEDBACK METHOD AND APPARATUSES THEREOF
An information feedback apparatus, applicable to a terminal equipment, includes: processor circuitry configured to: determine a candidate PDSCH reception occasion set, and determine bits of HARQ-ACK information in an HARQ-ACK codebook according to the number of scheduled PDSCHs and/or according to the number of scheduled valid PDSCHs; and a transmitter configured to transmit the codebook, the codebook including HARQ-ACK information to which the candidate PDSCH reception occasion set corresponds.
A non-transitory computer-readable recording medium storing a quantum circuit design program for causing a computer to execute processing including: detecting a first quantum gate of which a gate operation is not performed by a quantum device, from a quantum circuit that indicates a gate operation on a plurality of qubits included in the quantum device; determining an equivalent circuit to be mounted, from among a plurality of equivalent circuits that implements a gate operation same as the first quantum gate by a second quantum gate of which a gate operation is performed by the quantum device, based on a relaxation time of a qubit to be operated by the detected first quantum gate; and converting the first quantum gate in the quantum circuit into the determined equivalent circuit.
A method for manufacturing a Josephson junction device, includes: forming, on a substrate, a mask layer where mask patterns are arranged in a first direction, each pattern having a first opening extending in the first direction and a second opening extending in a second direction intersecting the first direction and the first opening; forming, using the mask layer, a first film by first film formation from obliquely above in the first direction, and then forming a second film by second film formation from obliquely above in a direction different from the first film formation, and forming a superconducting film including the first and second films; forming an insulating film on the superconducting film; and forming a third film overlapping the superconducting film via the insulating film by third film formation from obliquely above in the second direction, and forming another superconducting film including the third film.
An optical transmission device includes an optical transmission amplifier for each band configured to optically amplify signal light of the band of a plurality of different wavelength bands, output level adjuster arranged at a post-stage of the optical transmission amplifier for each band, and configured to adjust an output of the optical transmission amplifier for each band and output the adjusted output to the transmission path, a memory, and a processor coupled to the memory and configured to make the output level adjuster for the each band to reduce a difference in a generalized signal to noise ratio (GSNR) between the bands.
A non-transitory computer-readable recording medium storing an information processing program for causing a computer to execute a process includes: storing, in a storage area, first secret data in which behavior data of a user related to a provided service is concealed; exchanging the first secret data for second secret data that corresponds to issuance of a point converted from the behavior data according to a predetermined rule; and presenting the second secret data to a point providing system and making a point issuance request.
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