Abstract: A device for rehabilitation of the upper limb includes a frame and an exoskeleton mounted on the frame. The exoskeleton has a first joint coupled to the frame, a first L-shaped connector connecting the first joint to a second joint, a second L-shaped connector connecting the second joint to a third joint, and an attaching member attaching an upper limb of a human subject to the exoskeleton. The first joint is situated above a shoulder of the human subject and has a first axis of rotation substantially coinciding with the horizontal abduction/adduction rotation axis of the shoulder. The second joint is situated behind the shoulder and has a second axis of rotation coinciding with the abduction/adduction rotation axis of the shoulder. The third joint is situated at the side of the shoulder and has a third axis of rotation substantially coinciding with the flexion/extension rotation axis of the shoulder.

Abstract: A computer implemented method, comprising: receiving a first audio signal; identifying one or more portions of the first audio signal as corresponding to one or more pre-determined text sequences; identifying one or more portions of the first audio signal as corresponding to one or more new text sequences; performing a voice authentication on a first portion of the first audio signal identified as corresponding to a first pre-determined text sequence and performing a separate voice authentication on a second portion of the first audio signal identified as corresponding to a new text sequence.

Abstract: An authentication method, comprising: obtaining a string; receiving an audio signal; performing speech recognition on the audio signal to extract text; and performing authentication of a user, the authentication comprising: comparing the extracted text and the string; and performing voice authentication of the user based on the audio signal.

Abstract: The present invention relates to antibodies that specifically bind to one or more of IL-4, IL-13, IL-33, TSLP, and p40. The present invention further relates to antibodies that bind to one of IL-4, IL-13, IL-33, or TSLP. The invention further relates to multispecific antibodies that specifically bind to IL-4 and IL-13, and at least one other target. The present invention relates to multispecific antibodies that bind IL-4, IL-13, and one of IL-33, TSLP, or p40. The present invention also pertains to related molecules, e.g. nucleic acids which encode such antibodies or multispecific antibodies, compositions, and related methods, e.g., methods for producing and purifying such antibodies and multispecific antibodies, and their use in diagnostics and therapeutics.

Abstract: A method for encoding an input audio stream including the steps of obtaining a first playback stream presentation of the input audio stream intended for reproduction on a first audio reproduction system, obtaining a second playback stream presentation of the input audio stream intended for reproduction on a second audio reproduction system, determining a set of transform parameters suitable for transforming an intermediate playback stream presentation to an approximation of the second playback stream presentation, wherein the transform parameters are determined by minimization of a measure of a difference between the approximation of the second playback stream presentation and the second playback stream presentation, and encoding the first playback stream presentation and the set of transform parameters for transmission to a decoder.

Abstract: A wing lock and deployment apparatus for an air launched vehicle includes a driver acted on by a single linear actuation event. The disclosed wing lock and deployment apparatus is capable of unlocking deployable wings of an air launched vehicle, deploying deployable wings of the air launched vehicle from a stored position, and locking deployable wings of the air launched vehicle in a deployed position in sequential order with the one single linear actuation event.

Abstract: A system to deploy virtual sensors to a machine learning project and translate data of the machine learning project is provided. The system can deploy, for a machine learning project, a plurality of virtual sensors at a first location of a plurality of locations to detect metadata of a data source of the machine learning project, at a second location of the plurality of locations to detect deployment information of a model trained for the machine learning project, and at a third location of the plurality of locations to detect learning session information for creation of the model. The system can collect, via the plurality of virtual sensors, data for the machine learning project. The system can translate, for render on a computing system, the data collected via the plurality of virtual sensors into a plurality of graphics.

Abstract: A system can include one or more processors; memory; a data interface that receives data; a control interface that transmits control signals for control of pumps of a hydraulic fracturing operation; and one or more components that can include one or more of a modeling component that predicts pressure in a well fluidly coupled to at least one of the pumps, a pumping rate adjustment component that generates a pumping rate control signal for transmission via the control interface, a capacity component that estimates a real-time pumping capacity for each individual pump, and a control component that, for a target pumping rate for the pumps during the hydraulic fracturing operation, generates at least one of engine throttle and transmission gear settings for each of the individual pumps using an estimated real-time pumping capacity for each individual pump where the settings are transmissible via the control interface.

Abstract: Motion and video data from vehicle sensors and camera arrays attached to a vehicle collect video and sensor data along a path driven by the vehicle. A system processes such data to produce high-accuracy structured map data, as might be used to precisely locate a moving vehicle in its environment. Positions are calculated from the sensor data. The positions are updated based on the video data. Positions of features in the video are used to create or update structured map data.

Abstract: Generally discussed herein are devices, systems, and methods for determining a minimal controllable latent state and operating a model trained to implement the minimal controllable latent state. A method can include receiving first and second observations of a temporal series of observations produced by a sensor, the second observation separated from the first observation by more than one other observation, the first observation associated with a first action performed by an agent responsive to the first observation, encoding, by an encoder, the first and second observations into respective first and second hidden state representations, combining the first and second hidden state representations resulting in a combined representation, operating, by an action predictor, on the combined representation resulting in a second action, and altering weights of the encoder and the action predictor based on a difference between the first and second actions.

Abstract: An example computer-implemented method embodying the disclosed technology comprises digitally storing a plurality of digital objects comprising first type digital objects and second type digital objects, each digital object comprising an electronic digital representation of natural language text, and certain first type digital objects each being associated with exactly one second type digital object; programmatically generating a corpus of digital documents from the plurality of digital objects; programmatically embedding the electronic digital representation of natural language text of each first type digital object not associated with one of the second type digital objects, thereby generating a second set of vectors; programmatically determining, for each of the second set of vectors, a corresponding set of nearest neighbor vectors from the first set of vectors; programmatically generating recommendation data indicating potential new associations between first type digital objects and second type digital ob

Abstract: Systems and methods for estimating an engine event location are disclosed herein. In one embodiment, a control system is configured to receive feedback from at least one vibration sensor coupled to a reciprocating engine, estimate an engine parameter based at least on the feedback and an Empirical Transform Function (ETF), estimate a location of an engine event based on the engine parameter, and adjust operation of the reciprocating engine based at least on the location of the engine event.

Abstract: An example computer-implemented method embodying the disclosed technology comprises digitally storing a plurality of digital objects comprising first type digital objects and second type digital objects, each digital object comprising an electronic digital representation of natural language text, and certain first type digital objects each being associated with exactly one second type digital object; programmatically generating a corpus of digital documents from the plurality of digital objects; programmatically embedding the electronic digital representation of natural language text of each first type digital object not associated with one of the second type digital objects, thereby generating a second set of vectors; programmatically determining, for each of the second set of vectors, a corresponding set of nearest neighbor vectors from the first set of vectors; programmatically generating recommendation data indicating potential new associations between first type digital objects and second type digital ob

Abstract: The invention generally relates to a process for purifying a hydrogen gas for use in a fuel cell. The process involves taking a hydrogen feed stream from a high-pressure tank and passing it through a purifier comprising an adsorbent to provide a purified hydrogen stream which is sent to a fuel cell. A particular adsorbent which can be used is a metal-organic framework composition. The adsorbent can be housed in a device such as a canister or cartridge having an inlet and outlet port.

Abstract: Provided herein are methods of preserving PBMCs, including lyophilizing PBMCs, and compositions thereof. In some embodiments, such compositions include freeze-dried or rehydrated PBMCs in an aqueous mixture comprising a cryoprotectant, a lyoprotectant, and a buffer. In some embodiments, such compositions further include a PBMC cell culture media. Furthermore, provided herein are methods for preparing freeze-dried PBMCs and for preparing rehydrated PBMCs, as well as methods for administering freeze-dried PBMCs.

Abstract: An example computer-implemented method embodying the disclosed technology comprises digitally storing a plurality of digital objects comprising first type digital objects and second type digital objects, each digital object comprising an electronic digital representation of natural language text, and certain first type digital objects each being associated with exactly one second type digital object; programmatically generating a corpus of digital documents from the plurality of digital objects; programmatically embedding the electronic digital representation of natural language text of each first type digital object not associated with one of the second type digital objects, thereby generating a second set of vectors; programmatically determining, for each of the second set of vectors, a corresponding set of nearest neighbor vectors from the first set of vectors; programmatically generating recommendation data indicating potential new associations between first type digital objects and second type digital ob

Abstract: In some embodiments provided herein is a method of treating a coagulopathy in a subject that is being administered or has been administered an antiplatelet agent, the method comprising: (a) determining that the subject has an abnormal result for evaluation of one or more clotting parameters; and (b) after (a), administering to the subject in need thereof an effective amount of a composition comprising platelets or platelet derivatives and an incubating agent comprising one or more salts, a buffer, optionally a cryoprotectant, and optionally an organic solvent.

Abstract: The invention generally relates to a process for purifying a hydrogen gas for use in a fuel cell. The process involves taking a hydrogen feed stream from a high-pressure tank and passing it through a purifier comprising an adsorbent to provide a purified hydrogen stream which is sent to a fuel cell. A particular adsorbent which can be used is a metal-organic framework composition. The adsorbent can be housed in a device such as a canister or cartridge having an inlet and outlet port.

Abstract: Systems for examining a route inject one or more electrical examination signals into a conductive route from onboard a vehicle system traveling along the route, detect one or more electrical characteristics of the route based on the one or more electrical examination signals, and detect a break in conductivity of the route responsive to the one or more electrical characteristics decreasing by more than a designated drop threshold for a time period within a designated drop time period. Feature vectors may be determined for the electrical characteristics and compared to one or more patterns in order to distinguish between breaks in the conductivity of the route and other causes for changes in the electrical characteristics.