Abstract: A frame system according to one embodiment includes a hollow outer frame element that includes a plurality of recesses formed along inner faces of walls of the outer frame element. The outer frame element further includes a plurality of ribs formed along the inner face and an inner landing that protrudes inwardly into a center opening of the outer frame element. The frame system also includes a back plate configured for insertion into the center opening. The back plate includes a plurality of locking ribs for reception within the plurality of recesses to generate a snap-fit attachment of the back plate to the hollow outer frame element.

Abstract: A system and method for operating an automated vehicle. A sensor is configured to monitor an ORU (other road user) external to the automated vehicle thereby identifying the ORU with respect to the automated vehicle. A processor determines a state of the ORU and a context of the ORU and communicates a message to the ORU based on the determined state of the ORU and the context of the ORU.

Abstract: The disclosed electronic shutter may include (1) an optical structure including a medium through which light from an environment passes to a lens of a camera for capturing an image of the environment; and (2) a controlling circuit that (a) detects a first condition of a signal, where the first condition indicates an activation of the camera, (b) controls, in response, to the first condition, the optical structure such that the medium attains a transparent optical state, (c) detects a second condition of the signal, where the second condition indicates a deactivation of the camera, and (d) controls, in response to the second condition, the optical structure such that the medium attains a non-transparent optical state in a manner that prevents visual detection of the lens from the environment. Various other methods and systems are also disclosed.

Abstract: Techniques for using a trip flag to detect desynchronization of trip counter values in a vehicle system. Techniques include a first electronic control unit (ECU) receiving a synchronization message including a trip counter and receiving a message from a second ECU including a trip flag. The trip flag includes a single bit of data generated by the second ECU. The first ECU compares the trip flag to a last bit of the trip counter stored at the first electronic control unit and processes the message in response to the trip flag matching the trip counter. The first ECU compares the trip counter to a previous trip counter based on the trip flag differing from the trip counter. The first ECU processes the message using the previous trip counter or increments the trip counter to process the message based on the comparison with the previous trip counter.

Abstract: We report a method of treating an epileptic seizure in a patient, comprising: detecting said epileptic seizure, based on body data from said patient; and reducing a flow of blood to a brain of said patient in response to said detected seizure; wherein said reducing is effected by: increasing the parasympathetic input to said patient's heart, such as by electrically stimulating a parasympathetic nervous structure, applying cooling energy to a sympathetic nervous structure, or administering a cholinergic or a sympatho-blocking agent to said patient. We also report a medical device system configured to implement the method. We also report a non-transitory computer readable program storage unit encoded with instructions that, when executed by a computer, perform the method.

Abstract: The disclosed technology includes systems and methods for automatically generating a dynamic system context diagram based on machine-readable code. A method can include receiving, at a rules engine, machine-readable code describing interactions among a plurality of applications in software architecture, evaluating, with the rules engine in communication with a system of record (SoR), compliance of the interactions among the plurality of applications according to the SoR, identifying, with the rules engine, and based on compliance evaluation, one or more dependencies among the plurality of applications, generating, with an output engine, a system context diagram image comprising a graphical representation of the plurality of applications with associated interactions and dependencies, and outputting, for display, the system context diagram image.

Abstract: Network device identification is disclosed. A set of data attributes relating to at least two different data types is extracted from network traffic data associated with each user device of a set of user devices. A cluster data set of one or more known device clusters is expanded with the set of data attributes for generating an expanded cluster data set. One or more new device clusters is identified from the expanded cluster data set of the one or more known device clusters by using similarity-based metrics and a weighting factor selected based on the data types of the set of data attributes, and one or more device identification rules is generated based on the one or more new device clusters.

Abstract: A mobile communication system of a motor vehicle includes a primary antenna. The system further includes a telematics module having a processor and at least one memory including a computer program code. The memory and the computer program code are configured to, with the processor, cause the system to detect a predetermined vehicle event and measure a primary signal quality of the reference signal received at the primary antenna. The memory and the computer program code are configured to, with the processor, cause the system to determine a maximum primary signal quality and compare the maximum primary signal quality with a threshold. The memory and the computer program code are configured to, with the processor, cause the system to determine a defect in the primary antenna and activate a diagnostic trouble code associated with the defect, in response to determining that the primary maximum signal quality is below the threshold.

Abstract: An electrified vehicle may include an engine, an electric machine selectively coupled to the engine, a high-voltage traction battery electrically coupled to the electric machine and configured to selectively propel the electrified vehicle, an on-board generator including an inverter electrically coupled to the high-voltage traction battery and configured to convert direct current input to alternating current output, power outlets configured to receive power from the inverter of the on-board generator, a user interface, and a controller programmed to control the engine, the electric machine, and the high-voltage traction battery to provide power to on-board generator and to control the inverter to limit the power output by the inverter to the power outlets to one of a user-specified power limit based on input from the user interface, a powertrain power limit associated with the engine, the electric machine, and the high-voltage traction battery, and an inverter hardware power limit.

Abstract: A system includes a plurality of photovoltaic modules, each having at least one solar cell, an encapsulant encapsulating the solar cell, a frontsheet, and a backsheet. The encapsulant and the frontsheet are transparent. The backsheet includes a first section and a second section juxtaposed with the first section. The first section is transparent and the second section is non-transparent. A first end of the frontsheet, a first end of the encapsulant, and the first section of the backsheet form a transparent portion. A first photovoltaic module overlays at least a portion of a second photovoltaic module. The transparent portion of the first photovoltaic module overlays at least a portion of the at least one solar cell of the second photovoltaic module.

Abstract: Provided are computing systems and methods directed to active learning and may provide advantages or improvements to active learning applications for skewed data sets. A challenge in training and developing high-quality models for many supervised learning scenarios is obtaining labeled training examples. Provided are systems and methods for active learning on a training dataset that includes both labeled and unlabeled datapoints. In particular, the systems and methods described herein can select (e.g., at each of a number of iterations) a number of the unlabeled datapoints for which labels should be obtained to gain additional labeled datapoints on which to train a machine-learned model (e.g., machine-learned classifier model). Generally, provided are cost-effective methods and systems for selecting data to improve machine-learned models in applications such as the identification of content items in text, images, and/or audio.

Abstract: Tapered, stepped, or non-tapered router guide templates, optionally combined template holder system, and optional tapered or non-tapered guide bearing on a readily-locatable and lockable shaft, each template comprising: a base portion, a top portion, at least one of an exterior surface interconnecting the base portion and the top portion along an outer periphery of the template and an interior surface interconnecting the base portion and the top portion along an inner periphery of the template, wherein optionally one of the exterior surface and the interior surface may be continuously tapered between the base portion and the top portion, or stepped, and wherein the base portion is adapted for removable and adjustable interconnection with the template holder system.

Abstract: Various embodiments of the present disclosure provide a strapping tool configured to tension metal strap around a load and, after tensioning, attach overlapping portions of the strap to one another by cutting notches into a seal element positioned around the overlapping portions of the strap and into the overlapping portions of the strap themselves.

Abstract: An interactive physical environment providing entertainment to a patron includes a room formed by modular walls coupled to one another, a radio frequency identification (RFID) tag associated with the patron, and a control system. The room presents a game to a patron. The game includes a plurality of game components positionable in a first game configuration and a second game configuration. The first game configuration presenting a first challenge and the second game configuration presenting a second challenge. The second game configuration representing a solution to the first challenge. The control system receives patron identification information from the RFID tag associated with the patron. The control system selectively modifying the game presented by the room responsive to the received patron identification information.

Abstract: The present invention is directed to kits for improving assay specificity and performance in binding assays.

Abstract: At least one beam of an optical wave is transmitted along a transmission angle toward a target location from a send aperture of a transmitter. The optical wave comprises at least a first portion, and a second portion having a different characteristic from a characteristic of the first portion. Two or more receivers include at least one receiver comprising: a receive aperture arranged in proximity to at least one of the send aperture or a receive aperture of a different receiver, an optical phased array within the receive aperture, the optical phased array being configured to receive at least a portion of a collected optical wave arriving at the receive aperture along a respective collection angle, and a filter configured to filter the received portion of the collected optical wave according to the characteristic of the first portion of the optical wave.

Abstract: A battery management system integrated in a battery pack configured for use in electric aircraft, the system comprising a first battery management component disposed on a first end of the battery pack, the first battery management component comprising a first sensor suite configured to measure a first plurality of battery pack data wherein the first sensor suite comprises a moisture sensor. The battery management system comprising a second battery management component disposed on a second end of the battery pack, the second battery management component comprising a second sensor suite configured to measure a second plurality of battery pack data wherein the second sensor suite comprises a moisture sensor. The battery management system comprising a data storage system configured to store the first plurality of battery pack data and the second plurality of battery pack data.

Abstract: Methods, systems, and apparatus are described for transferring application data. In one aspect, a method includes causing, by a first component on a first device to establish a wireless connection with a second device; receiving, from a second component on the second device, data specifying one or more applications that are installed on the second device and supported by the second component, each of the applications being separate from the second component; determining, by the first component, that a first application installed on the first device matches one of the applications installed on the second device, the first application being separate from the first component; receiving, by the first component, first application data from the first application; and causing, by the first component, the first device to send the first application data to the second component running on the second device using the wireless connection.

Abstract: A vehicle includes a first sound generator supported at a front of the vehicle and positioned to generate sound in a vehicle-forward direction. The vehicle includes a second sound generator supported at a right side of the vehicle and positioned to generate sound in a vehicle-right direction. The vehicle includes a third sound generator supported at a left side of the vehicle and positioned to generate sound in a vehicle-left direction. The vehicle includes a computer in communication with the first, second, and third sound generators, the computer having a processor and a memory storing instructions executable by the processor to identify an anticipated maneuver of the vehicle as a right-turn maneuver or a left-turn maneuver, actuate the first sound generator, and then, selectively actuate the second sound generator or the third generator based on the anticipated maneuver.

Abstract: A sacrificial anode for a water heater system is provided. The anode may comprise a proximal end, a distal end, and a passage running longitudinally between the distal and proximal end. A first current carrying lead and a first voltage lead may be connected to the distal end of the anode, while a second current carrying lead a second voltage lead may be connected to the proximal end of the anode. The first current carrying lead and first voltage lead may be connected to the distal end of the anode in such a manner that the leads may be fed through the passage of the anode and protrude from the proximal end of the anode. A method of determining the health of a sacrificial anode is further provided, which involves utilizing the resistance drop across the anode to determine the radius of the anode during use.