Abstract: Determining semantically equivalent text or questions using hybrid representations based on neural network learning. Weighted bag-of-words and convolutional neural networks (CNN) based distributed vector representations of questions or text may be generated to compute the semantic similarity between questions or text. Weighted bag-of-words and CNN based distributed vector representations may be jointly used to compute the semantic similarity. A pair-wise ranking loss function trains neural network. In one embodiment, the parameters of the system are trained by minimizing a pair-wise ranking loss function over a training set using stochastic gradient descent (SGD).

Abstract: A method and computing system for receiving, on a computing device, an access request from an application executing within an operating environment. The access request requests access to data associated with the operating environment. One or more temporal access options are presented to a user in response to the access request. A selected temporal access option is received from the user, chosen from the one or more temporal access options. Temporal access rights are granted to the application based, at least in part, upon the selected temporal access option.

Abstract: A riser glove for shielding and/or sealing cables extending from a riser conduit includes a wrist portion sized for a sealing fit over the riser conduit, and a plurality of finger portions extending from the wrist portion. The finger portions taper from a widest section adjacent the wrist portion to a narrowest section at distal ends thereof. The finger portions include incremental indicators along lengths thereof corresponding to different cable gauges, respectively.

Abstract: In a data storage system, a hierarchical data structure, such as a file system or a database, is utilized to organize a hierarchical arrangement of device containers corresponding to various device identifiers of the plurality of hardware components in the target hardware system, scripts corresponding to various packet types of communication packets in the target hardware system, and responses corresponding to various packet data in the communication packets in the target hardware system. In response to receipt by a hierarchical emulation engine of a communication packet during emulation of the target hardware system, the communication packet including a device identifier, packet type and packet data, a response to the communication packet is determined by traversing the hierarchical arrangement based on the device identifier, packet type and packet data of the communication packet. The determined response is then provided.

Abstract: There are provided a system and a computer program product for operating of network cards in computing systems. The computing systems detect resource utilization of all network cards of physical servers connected via one or more networks. The computing systems monitor network statistics of the network. The computing systems determine an operation of each network card connected to the network according to the monitored network statistics.

Abstract: A method for processing a semiconductor device in accordance with various embodiments may include: depositing a first metallization material over a semiconductor body; performing a heating process so as to form at least one region in the semiconductor body including a eutectic of the first metallization material and material of the semiconductor body; and depositing a second metallization material over the semiconductor body so as to contact the semiconductor body via the at least one region in the semiconductor body.

Abstract: The present invention relates to an improved process for isolating a carotenoid from a carotenoid-producing bioorganism, as well as to a formulation comprising such a carotenoid, and the use of such a solid formulation in feed products (or pre-mixes).

Abstract: Methods, apparatus and system to access personal data of a consumer (generated when said user is operating with a first service provider) by a second service provider, maintaining the privacy of the consumer. The proposed invention allows accessing data belonging to a certain consumer (for example, data generated when using a certain telecommunications service) by another entity providing services to the user (for example a bank) without sending the personal identification of the consumer. The proposed invention adds more flexibility, saves resources and increases scalability, efficiency and privacy.

Abstract: A portable exercise apparatus including an exercise board with moving and fixed indices marking progress made while exercising a knee which requires therapy consisting of controlled flexing and extending of the knee joint. A foot board or seated foot slide cooperatively engages and slides back and forth on the exercise board. An knee/ankle platform is removably attachable to the seated foot slide providing for active or passive knee extension stretching and a short-arc quad. A knee extension pad and target is included for use with the platform. Sensing means which may include a microprocessor control box or computer or smart device with a light and/or sound device for visual and/or auditory feedback are in communication with the exercise board provide a user with the results of flexing or extending the knee by a selected controlled amount.

Abstract: This invention is for a centrifugal separator comprised of a group formed by: a central feed chamber (10) fed by a feed pipe (20); a separation chamber (30) including a number of frustoconical disks (3); a first recovery chamber (11) in communication with a first liquid phase recovery pipe (21) and a gaseous phase recovery pipe (23); and a second recovery chamber (12) communicating with a second liquid phase recovery pipe (22), where the group is encompassed by a rotating envelope (1), where the central feed chamber (10) is in liquid fluid communication with the separation chamber (30), and in gaseous fluid communication with the first recovery chamber (11), where the separation chamber (30) is in fluid communication with the first and second recovery chambers where the centrifugal separator is encompassed by pressurizable stationary casing (4a, 4b).

Abstract: A system that identifies attributes of an item depicted in an image using artificial intelligence is provided. For example, the system may use one or more deep belief networks (DBNs) or convolution neural networks (CNNs) trained to analyze images and identify attributes in items depicted in the images. A first artificial intelligence module may analyze an image to determine a type of item depicted in the image. The system may then select a second artificial intelligence module that is associated with the type of item and use the second artificial intelligence module to identify attributes in the item depicted in the image. Identified attributes, if associated with a confidence level over a threshold value, may be provided to a user. The user may provide feedback on the accuracy of the identified attributes, which can be used to further train the first and/or second artificial intelligence modules.

Abstract: A connector includes a connector body including a hole, a contact disposed in the hole and arranged such that, when the connector is connected to a substrate, the contact is connected to a corresponding electrical pad on the substrate, a conductive elastomeric interface arranged such that, when the connector is connected to the substrate, the conductive elastomeric interface is between the connector body and the substrate, and a cable connected to the contact. The contact includes a ground ferrule and a locking ferrule arranged to mate with the hole, and the hole of the connector body and the locking ferrule are at least partially threaded. When the connector is connected to the substrate and when the locking ferrule is threaded with the hole, the ground ferrule contacts at least one of the conductive elastomeric interface and the upper surface of the substrate.

Abstract: A method for surveilling a monitored environment includes classifying an individual detected in the monitored environment according to a role fulfilled by the individual within the monitored environment, generating a trajectory that illustrates movements and locations of the individual within the monitored environment, and detecting when the trajectory indicates an event that is inconsistent with an expected pattern for the role.

Abstract: A sensor system for detecting at least one of a speed and a position of a rotatable member. The sensor system includes a high-resolution sensor circuit including a plurality of Hall effect sensors and at least one independent Hall effect sensor, wherein the independent Hall effect sensor includes at least one of a power supply line, a ground line, and an output line, none of which are connected to the high-resolution sensor circuit.

Abstract: A method of producing improved drought tolerance in a plant by introducing into a plant or plant part a vector having a nucleic acid molecule which expresses or increases a polypeptide that confers drought tolerance compared to a plant in which no vector with the nucleic acid is introduced. The polypeptide is a NON-RACE-SPECIFIC DISEASE RESISTANCE 1 (NDR1).

Abstract: Compounds of formula I wherein: R1 is and R2, R4, and R6-9 are defined herein, and pharmaceutically acceptable salts and esters thereof. These compounds inhibit PI3 kinase and mTOR, and may be used to treat diseases mediated by PI3 kinase and mTOR, such as a variety of cancers. Methods for making and using the compounds of this invention are disclosed. Various compositions containing the compounds of this invention are also disclosed.

Abstract: A semiconductor device and a method for producing thereof is provided. The semiconductor device includes a plurality of device cells, each comprising a body region, a source region, and a gate electrode adjacent to the body region and dielectrically insulated from the body region by a gate dielectric; and an electrically conductive gate layer comprising the gate electrodes or electrically connected to the gate electrodes of the plurality of device cells. The gate layer is electrically connected to a gate conductor and includes at least one of an increased resistance region and a decreased resistance region.

Abstract: A clamping bracket comprising, one or more bracket pieces, can be employed to hold an object in a desired position. The bracket can be constructed to make installation of the bracket with respect to the object easy and intuitive to the user, and more cost effective. The clamping bracket can have a top portion and bottom portion of the bracket that extend outward from a base portion of the bracket. Ends of the top and bottom portions can complement a groove formed in a casing of the object, wherein the ends of the top and bottom portions can be inserted into the groove. A fastener can be inserted through holes in the top and bottom portions, wherein, when the fastener is tightened down on the bracket, the fastener can cause the ends of the top and bottom portions to clamp down on and hold the object within the bracket.