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A method for providing customized interactive voice response menus can include monitoring user interactions with an interactive voice response system. Data concerning the user interactions can be stored. A request to initiate an interactive voice response session can be received. The interactive voice response system can determine an identity for a user making the request. The interactive voice response system can generate a customized menu for the user. At least a portion of the customized menu can be based upon the usage data. The customized menu can be presented to the user.

A method and system for performing optical proximity correction (OPC) on an integrated circuit (IC) chip design is disclosed. The system and method of the present invention includes dividing the IC chip into a plurality of local task regions, identifying congruent local task regions, classifying congruent local task regions into corresponding groups, and performing OPC for each group of congruent local task regions.

By identifying and grouping congruent local task regions in the IC chip, according to the method and system disclosed herein, only one OPC procedure (e.g., evaluation and correction) needs to be performed per group of congruent local task regions. The amount of data to be evaluated and the number of corrections performed is greatly reduced because OPC is not performed on repetitive portions of the IC chip design, thereby resulting in significant savings in computing resources and time.

An apparatus for achieving an accelerator of a sparse convolutional neural network is provided. The apparatus comprises a convolution and pooling unit, a full connection unit and a control unit. Convolution parameter information and input data and intermediate calculation data are read based on control information, and weight matrix position information of a full connection layer is also read. Then a convolution and pooling operation for a first iteration number of times is performed on the input data in accordance with the convolution parameter information, and then a full connection calculation for a second iteration number of times is performed in accordance with the weight matrix position information of the full connection layer. Each input data is divided into a plurality of sub-blocks, and the convolution and pooling unit and the full connection unit perform operations on the plurality of sub-blocks in parallel, respectively.

The present disclosure relates to techniques for analysis of data from multiple different data sources to determine similarity amongst the datasets. Determining a similarity between datasets may be useful for downstream processing of those datasets for different uses. A graphical interface may be provided to display detailed results including: a similarity prediction, data similarity prediction, column order similarity prediction, document type similarity prediction, prediction of overlapping or related columns, orphaned column prediction (e.g., a left orphaned column or a right orphaned column). Detecting similarities may be useful for leveraging prior data transformations generated for the datasets that are analyzed.

A method, system, and computer program product is provided, for example, for predicting a location of a road sign. In an example embodiment, the method may include receiving a set of pre-processed road observations and extracting a plurality of features from the set of pre-processed road observations, wherein the plurality of features comprise at least a plurality of sensor based features and a plurality of map based features. Further, the method may include associating a set of sensor based features from the plurality of sensor based features and a set of map based features from the plurality of map based features with at least one of a plurality of ground truth points in ground truth data. Additionally, the method may include training a machine learning model based on the association of the ground truth data with the set of sensor based features and the set of map based features with at least one of a plurality of ground truth points in the ground truth data and further predicting the location of the road sign based on the trained machine learning model.

Techniques for minimizing coprocessor “starvation,” and for effectively scheduling processing in a coprocessor for greater efficiency and power. A run list is provided allowing a coprocessor to switch from one task to the next, without waiting for CPU intervention. A method called “surface faulting” allows a coprocessor to fault at the beginning of a large task rather than somewhere in the middle of the task. DMA control instructions, namely a “fence,” a “trap” and a “enable/disable context switching,” can be inserted into a processing stream to cause a coprocessor to perform tasks that enhance coprocessor efficiency and power. These instructions can also be used to build high-level synchronization objects. Finally, a “flip” technique is described that can switch a base reference for a display from one location to another, thereby changing the entire display surface.

The invention discloses a mesophilic sealing agent and a sealing technique of aluminum anodic oxide films and belongs to the technical field of the post sealing processing of the anodic oxide films of aluminum and aluminum alloys. The sealing agent of the invention is an aqueous solution that consists of alkali metals or salts of alkali earth metals, a complexing agent and a pH buffering agent; wherein, the concentration of the alkali metals or the salts of alkali earth metals is 5 to 15 g/L, the concentration of the complexing agent is 10 to 20 g/L,, the concentration of the pH buffering agent is 0 to 10 g/L, and the residual quantity is water; the pH value of the aqueous solution of the sealing agent is maintained between 5 and 6, the aluminum anodic oxide film is sealing processed by the sealing agent, the temperature of the aqueous solution of the sealing agent is 75 to 90 DEG C, and the soaking and sealing time lasts for 20 to 30 minutes. The sealing agent adopts the alkali earth metals or the salts of alkali metals with wide resource and low cost so as to replace heavy metal nickel salts or cobalt salts in the prior art and adopts the organic complexing agent that has biodegradability, low price and simple molecules so as to replace surface activating agents that contain giant molecules and benzene rings in the prior art, and consequently the aluminum anodic oxide film that is sealing processed by the sealing agent obtains excellent anti-pruina property, and the anti-corrosion and anti-pollution properties of the anodic oxide film of aluminum and aluminum alloys are generally improved.

The present invention involves a method for mobile terminal equipment service center to identify the mobile terminal equipment and it consists of mobile terminal equipment, mobile network communication platform and mobile terminal equipment service center. The mobile terminal equipment is loaded with an automatic terminal subscriber information transmission software package. The mobile terminal equipment mainly receives or transmits information, the mobile network communication platform is used as a network communication carrier, and the mobile terminal equipment service center is able to communicate with mobile terminal equipment, identify the terminal equipment and provide personalized value-added services and also act as the access platform for the mobile network operators and other value-added services.

Embodiments of the invention provide techniques for managing cache metadata providing a mapping between addresses on a storage medium (e.g., disk storage) and corresponding addresses on a cache device at data items are stored. In some embodiments, cache metadata may be stored in a hierarchical data structure comprising a plurality of hierarchy levels. Only a subset of the plurality of hierarchy levels may be loaded to memory, thereby reducing the memory “footprint” of cache metadata and expediting the process of restoring the cache metadata during startup operations. Startup may be further expedited by using cache metadata to perform operations associated with reboot. Thereafter, as requests to read data items on the storage medium are processed using cache metadata to identify addresses at which the data items are stored in cache, the identified addresses may be stored in memory. When the computer is later shut down, instead of having to transfer the entirety of the cache metadata from memory to storage, only the subset of the plurality of hierarchy levels and/or the identified addresses previously loaded to memory may be transferred (e.g., to the cache device), thereby expediting the shutdown of the computer.

The spatial frequency analysis contained in the compressed image is used not only for decompression of images but also for the selection of an appropriate gamut mapping algorithm. Computation resources are then saved because no specific spatial frequency analysis is required for the selection of an appropriate gamut mapping algorithm.

The present invention provides taxonomy system for enterprise data management and analysis. Building a taxonomy is based on defining taxonomy themes to solve different aspects of enterprise data management. For each theme, a taxonomy is created by classifying data related to the theme. Taxonomy nodes include enterprise data management policies and data analysis methods to be applied to data stored at the nodes. The amount of data that companies need to access and manage today is complex and voluminous. Because of computational requirements and time constraints, it is very difficult to classify and process all data. In many cases, current solutions ignore a sizable amount of data and process a small subset of it. This leads to incomplete and inaccurate results as ignored data may contain valuable information. The present invention provides taxonomies that encompass all data. Voluminous data is processed first to eliminate irrelevant data that is not related to the theme of a taxonomy. This in effect reduces the amount of data used to create the taxonomy without impacting its accuracy.

The invention describes IP cores applied to 3D FPGAs, CPLDs and reprogrammable SoCs. IP cores are (a) used for continuously evolvable hardware using 3D logic circuits, (b) applied with optimization metaheuristic algorithms, (c) applied by matching combinatorial logic of netlists generated by Boolean algebra to combinatorial geometry of CPLD architecture by reaggregating IP core elements and (d) used to effect continuous recalibration of IP cores with evolvable hardware in indeterministic environments for co-evolutionary reprogrammability.

A See-Through Display System with the ability to correct visual deficits such as presbyopia, color blindness and poor night vision is disclosed. This invention enables the correction of visual deficits using camera(s), microdisplay(s), controlling circuit(s) and see through optics such as free form lens/mirror, half-mirror, diffractive and/or holographic optical element(s).

An apparatus, program product and method optimize the interaction between a client and server via an active document through the modification of server-side program code that generates the active document to effectively shift the performance of portable operations, e.g., data formatting and data validation operations, from the server to the client.

The present invention discloses a coal gangue ceramicite and its preparation method. It is comprises (wt%) 75-85% of coal gangue powder, 5-10% of adhesive, 0-5% of additive and 5-10% of flyash expansion solidifying agent mixture, and its preparation method incldues the following steps: selecitng material, grinding, mixing materials, stirring, making pellet, drying, sintering and sorting, in whichthe described selected material is powdered coal gangue, and its preheaitng drying temp. is 200-600 deg.C, a its sintering temp. is 1.50-1200 deg.C. The invented coal gangue ceramicite possesses highstrength, light weight, low thermal coductivity, high refractoriness and other advantages, can be used in concrete, ceramcite hollow block, reinforced concrete, floor brick and other applications.

A server in connection with a plurality of multimedia sources that has a plurality of clients. The server determines if at least one of the clients is requesting to receive at least one of the sources. The server then multicasts these requested sources to the requesting clients, respectively. If none of the clients is requesting a particular source, the server does not multicast that particular source. If all of the clients cease requesting a particular source that the server is currently multicasting, the server terminates the multicast of that particular source.

An image processing method determines a geometric transform of a suspect image by efficiently evaluating a large number of geometric transform candidates in environments with limited processing resources. Processing resources are conserved by using complementary methods for determining a geometric transform of an embedded signal. One method excels at higher geometric distortion, and specifically, distortion caused by greater tilt angle of a camera. Another method excels at lower geometric distortion, for weaker signals. Together, the methods provide a more reliable detector of an embedded data signal in image across a larger range of distortion while making efficient use of limited processing resources in mobile devices.

A system and a method for secure remote informed watermark detection making use of a side-information. The system in overview comprises a remote detector and a server computing system wherein a database with side-information assigned to specific descriptors of data signals is stored at the server computing system and wherein a remote detector intending to identify the watermark of a data signal will derive the descriptor of the data signal and subsequently contact the trusted server computing system in order to obtain the necessary side-information for the informed watermark detection.

A Virtual technology transfer Office and method for a) accessing a secure on-line system for entering, retrieving, displaying, editing, storing and printing technology transfer and intellectual property information; b) utilizing voice commands or manually entered numeric, alpha or alphanumeric characters to navigate through the an on-line electronic interactive environment. c) Performing instantaneous on-line searching, ranking and scoring of invention disclosure based on relevant prior art; d) working on the internet or on-line meeting place alone or with others. e) Drafting or revising documents alone or in tandem in a virtual meeting place; f) Sending and receiving electronic notifications; g) Sending and receiving messages; h) Creating, reviewing, revising, attaching and printing documents; i) Searching Patent & Literature Bases instantaneously or immediately; j) creating and sending electronic bids to contract attorneys; compiling, ranking and selecting attorneys for the work; k) accepting and responding to electronic bids from contract attorneys; l) accepting and responding to invoices from contract attorneys; m) generating technology transfer and intellectual property documents n) filing of patent and trademark applications electronically; o) and submitting federal patent reports electronically.