Abstract: A transmission system for an electric vehicle. The system includes a gearbox containing gears and a lubricating fluid. A pump is provided for supplying and removing lubricating fluid from the gear box. The operation of the pump is controlled by a controller. A reservoir is provided for storing lubricating fluid. The controller is configured to control the pump so that a portion of the lubricating fluid is removed from the gear box when the vehicle is involved in a high acceleration event.

Abstract: Computer-implemented method and system for improving response to medical events and bystander assistance in said medical situations. The method and system provide an interface between the person experiencing a health related event, i.e. the “user,” and someone around said person witnessing the health related event, i.e. the “bystander.” On a mobile device, the method comprises alerting a bystander to the user and the medical event they are experiencing. Providing the bystander with relevant information through an interaction between the user mobile device and bystander mobile device via a series of sequential questions and commands; therefore, letting the bystander know the type of attention the situation merits.

Abstract: Systems and methods related to hardware-assisted gradient optimization using streamed gradients are described. An example method in a system comprising a memory configured to store weights associated with a neural network model comprising L layers, where L is an integer greater than one, a gradient optimizer, and a plurality of workers is described. The method includes during a single burst cycle moving a first set of gradients, received from each of the plurality of workers, from at least one gradient buffer to the gradient optimizer and moving weights from at least one buffer, coupled to the memory, to the gradient optimizer. The method further includes during the single burst cycle writing back the new weights, calculated by the gradient optimizer, to the memory. The method further includes during the single burst cycle transmitting the new weights, from the gradient optimizer, to each of the plurality of workers.

Abstract: The subject matter of this specification can be implemented in, among other things, a computer-implemented method for correcting words in transcribed text including receiving speech audio data from a microphone. The method further includes sending the speech audio data to a transcription system. The method further includes receiving a word lattice transcribed from the speech audio data by the transcription system. The method further includes presenting one or more transcribed words from the word lattice. The method further includes receiving a user selection of at least one of the presented transcribed words. The method further includes presenting one or more alternate words from the word lattice for the selected transcribed word. The method further includes receiving a user selection of at least one of the alternate words. The method further includes replacing the selected transcribed word in the presented transcribed words with the selected alternate word.

Abstract: Virtual site inspections to support clinical trials is disclosed. A frame and glasses subsystem has at least a global positioning system (GPS) and is associated with a first computing device at a physical site where an inspection is conducted. A session is opened in a web-based application on a second communication device that is in communication with, but that is physically remote from, the first computing device. Location tracking using GPS allows for a location of the frame and glasses subsystem to be continuously tracked. A script from the web-based application to the first computing device enables association with a video stream and locations within the physical site. The script enables responses to be provided from the first computing device at the locations. The locations, time stamps, video stream, the responses from the script, and a device identifier is provided immutably to the web-based application.

Abstract: Augmented reality (AR) guidance systems providing procedure instruction data to a user using an equipment system to perform a procedure. Methods for use of the AR guidance systems.

Abstract: A system for connecting a first ship to a second ship, the system having a plurality of target items coupled to the second ship, a camera module coupled to the first ship and configured to provide information comprising positions of images of the target items in a FOV, and a processor coupled to the camera module and a memory and configured to determine a first position and a first orientation of the second ship relative to the first ship.

Abstract: An electronic device that communicates a packet or a frame is described. This electronic device includes: at least an antenna having an antenna radiation pattern; an interface circuit; and an antenna cover that includes an integrated static lens, where the antenna cover is selected from a set of antenna covers that includes different integrated static lenses. During operation, the interface circuit may transmit, from the antenna, wireless signals corresponding to the packet or the frame, where the integrated static lens modifies the antenna radiation pattern of the antenna. For example, the integrated static lens may cause the wireless signals to converge or diverge. Alternatively, the integrated static lens may change an angular elevation of the antenna radiation pattern and/or may provide a correction for pathloss as a function of angle. Note that the integrated static lens may be a stepwise approximation to a predefined function.

Abstract: An advance pairing system preemptively pairs a phone to a vehicle using a backend cloud system prior to establishing the connection with the vehicle, such as during the time that a user is purchasing a vehicle, or just after the user enters the vehicle for the first time. The system includes a mobile application for automated advance pairing with the vehicle's automotive computer. The mobile app sends a request for advance pairing to a server that assigns a set of unique keys to the account for secure pairing of the mobile device and the vehicle. The server pushes an encrypted payload to both the mobile device app and the vehicle advance pairing app operating on the automotive computer. The encrypted payload can include a unique vehicle ID, a unique mobile device ID, and one or more encryption keys. The mobile device and the vehicle use the encrypted advance pairing information to establish a secured connection with minimal user input.

Abstract: An interchangeable ornamentation system for a footwear comprises a base fastener affixed to a base. The base and the base fastener collectively define a foundation. A first strap and a second strap are coupled to the base. The first strap and the second strap are both configured to individually couple to foot straps of the footwear for matingly and removable attachment to the base fastener so that the foundation is removably attached to the footwear. A removable ornamentation includes a decorative member and an ornamentation fastener. The decorative member oppositely faces the ornamentation fastener. The ornamentation fastener is configured to matingly and removably attach to the base fastener.

Abstract: Sanitizing devices and control strategies based on wavelength are provided herein. An example device includes an enclosure for receiving an object, a first cleaning element that emits radiation at a first wavelength adapted to sanitize or sterilize contaminants on the object, a contaminant exposing element that emits radiation at a second wavelength that illuminates the contaminants on the object, a notification element that emits visible light within the enclosure, the visible light having a selected hue, and a controller for executing a cleaning cycle that includes illuminating contaminants present on the object using the contaminant exposing element prior to sanitizing or sterilizing the contaminants present on the object using the first cleaning element.

Abstract: A process is disclosed for making CF3CF?CHF. The process involves reacting CF3CClFCCl2F with H2 in a reaction zone in the presence of a catalyst to produce a product mixture comprising CF3CF?CHF. The catalyst has a catalytically effective amount of palladium supported on a support selected from the group consisting of alumina, fluorided alumina, aluminum fluoride and mixtures thereof and the mole ratio of H2 to CF3CClFCCl2F fed to the reaction zone is between about 1:1 and about 5:1. Also disclosed are azeotropic compositions of CF3CClFCCl2F and HF and azeotropic composition of CF3CHFCH2F and HF.

Abstract: An analysis system includes a control module generates data gathering parameters and data analysis parameters based on one or more inputs regarding an evaluation of a system aspect under test of a system, a data input module receives system gathered data regarding the system aspect under test to produce gathered data, and a data analysis module configured to generate the evaluation of the system aspect under test based on the data analysis parameters and the gathered data One or more databases store one or more of the gathered data, the data analysis parameters, and the evaluation of the system aspect under test and one or more data extraction modules interact with the system aspect under test to extract data from the system aspect under test in accordance with a respective portion of the data gathering parameters to produce the system gathered data and provide the system gathered data.

Abstract: Aspects of the disclosure provide methods, apparatuses, and non-transitory computer-readable storage mediums for video encoding/decoding. An apparatus includes processing circuitry that decodes prediction information for a current block in a current picture that is a part of a coded video sequence. The processing circuitry determines prediction samples of the current block based on a first linear transform of reference samples of the current block. One or more parameters of the first linear transform are determined based on one of the prediction information and one or more parameters of a second linear transform associated with another block in the coded video sequence. The processing circuitry reconstructs the current block based on the prediction samples.

Abstract: This specification describes computer-implemented methods and systems. One method includes receiving, by a neural network of a speech recognition system, first data representing a first raw audio signal and second data representing a second raw audio signal. The first raw audio signal and the second raw audio signal describe audio occurring at a same period of time. The method further includes generating, by a spatial filtering layer of the neural network, a spatial filtered output using the first data and the second data, and generating, by a spectral filtering layer of the neural network, a spectral filtered output using the spatial filtered output. Generating the spectral filtered output comprises processing frequency-domain data representing the spatial filtered output. The method still further includes processing, by one or more additional layers of the neural network, the spectral filtered output to predict sub-word units encoded in both the first raw audio signal and the second raw audio signal.

Abstract: One embodiment is directed to a system that comprises a non-DPD RF transceiver circuit that does not include digital pre-distortion (DPD) functionality and a DPD RF transceiver integrated circuit that includes DPD functionality. A first analog RF transmit signal output by the non-DPD RF transceiver circuit is received by a receive signal path of the DPD RF transceiver integrated circuit so that receive baseband data generated by the receive signal path is indicative of the first analog RF transmit signal. The receive baseband data generated by the DPD RF transceiver integrated circuit is received by a transmit signal path of the DPD RF transceiver integrated circuit. A second analog RF transmit signal output by the transmit signal path is a digitally pre-distorted version of the first analog RF transmit signal for amplification by the power amplifier.

Abstract: A pillow according to the present disclosure includes a liner that forms an enclosure and a fill that is located within the enclosure, the fill deforming to provide support when the pillow is used. The pillow further includes an herbal mixture, located within the enclosure of the liner, the herbal mixture providing an aroma to the user when the pillow is used.

Abstract: Techniques are disclosed for purchasing, accessing, consuming, and/or providing electronic content using an electronic bookshelf (eBookshelf) system. The eBookshelf system can be used by accessing a touchscreen-based user interface and/or local hardware controls and/or a remote control. A user's personal library of eBooks and/or any other electronic content can be displayed and/or aurally presented. In addition, the vast content of commercial retailers can also be displayed for browsing and purchase/rental. If the user identifies a content selection on the eBookshelf system that he/she wishes to consume, it can be readily transferred from the system to a personal content consuming device. Multiple eBookshelf systems can be attached to one another to extend the length and/or height of the eBookshelf. Accessing the eBookshelf system by a user ID allows multiple users to enjoy a personally customized version of the system.

Abstract: A wall panel system includes a plurality of wall panels, and one or more hat channels each configured to be attached to a supporting wall and each configured to be attached to the one or more of the plurality of wall panels. The one or more hat channels maintains a predetermined distance between the supporting wall and the plurality of wall panels. One or more keeper members are each configured to be attached to one of the one or more hat channels. When the wall panel system is assembled, each keeper member at least partially supports the weight of the one or more wall panels.

Abstract: According to one or more embodiments described herein, a method for dehydrogenating hydrocarbons may include passing a hydrocarbon feed comprising one or more alkanes or alkyl aromatics into a fluidized bed reactor, contacting the hydrocarbon feed with a dehydrogenation catalyst in the fluidized bed reactor to produce a dehydrogenated product and hydrogen, and contacting the hydrogen with an oxygen-rich oxygen carrier material in the fluidized bed reactor to combust the hydrogen and form an oxygen-diminished oxygen carrier material. In additional embodiments, a dual-purpose material may be utilized which has dehydrogenation catalyst and oxygen carrying functionality.