Abstract: The disclosure describes various aspects of monolithic integration of different light emitting structures on a same substrate. In an aspect, a device for light generation is described having a substrate with one or more buffer layers made a material that includes GaN. The device also includes light emitting structures, which are epitaxially grown on a same surface of a top buffer layer of the substrate, where each light emitting structure has an active area parallel to the surface and laterally terminated, and where the active area of different light emitting structures is configured to directly generate a different color of light. The device also includes a p-doped layer disposed over the active area of each light emitting structure and made of a p-doped material that includes GaN. The device may be part of a light field display and may be connected to a backplane of the light field display.

Abstract: An automated seed planter may include at least two vacuum cylinders which simultaneously and/or independently pick up and deliver seeds to a single tray. The vacuum cylinders may have a common rotational axis about which the vacuum cylinders rotate. The automated seed planter may include a plurality of vertical seed chutes which receive seeds therein. The vertical seed chutes have open upper and lower ends. A shutter assembly of the seed planter is associated with the lower ends of the vertical seed chutes. The shutter assembly is selectively opens and closes the lower ends of the seed chutes to plant the seeds on the tray. The automated seed planter may include a seed correction assembly including seed wells which receive seeds therein. The seed correction assembly selectively displaces one or more of the seeds from the seed wells to deliver the one or more seeds toward the tray for planting.

Abstract: Techniques are described herein that are capable of updating a state of a client device using a limited event size protocol. An initial state of the client device is stored. The initial state is defined by first records that identify first respective binaries associated with the client device at a first time. A first event of multiple events, which are configured in accordance with the limited event size protocol, is received from the client device. Each event includes a respective subset of second records, which identify respective second binaries associated with the client device at a second time. The first event is parsed to identify a first subset of the second records that is included in the first event. An updated state of the client device is generated by replacing a first portion of the first records with the first subset of the second records.

Abstract: A thermal sleeve for protecting an electronic member connected to a wiring harness against exposure to heat is provided. The thermal sleeve has a tubular member including a circumferentially continuous wall with an inner surface bounding an inner cavity extending along a central axis between open opposite ends and a reflective outer surface. The thermal sleeve includes a positioning member constructed of a separate piece of material from the tubular member. The positioning member has a circumferentially continuous, tubular portion and at least one resilient flange extending radially inwardly from the tubular portion for abutment with the wiring harness. The tubular portion has a plurality of tangs extending radially therefrom. The tangs are fixedly disposed in the wall of the tubular member to inhibit relative rotational and/or axial movement between the tubular member and the positioning device.

Abstract: A subcutaneously implantable device is implantable into a body of a patient, and includes a prong and an electrode. The prong has a contact portion at or adjacent to a distal end thereof that is configured to contact an organ. The prong is constructed to apply pressure to the organ with spring action so as to maintain contact between the contact portion and the organ without fixing the contact portion to the organ. The electrode is provided at the contact portion of the prong, is configured to contact the organ, and is electrically coupled or couplable with circuitry that is configured to provide monitoring, therapeutic, and/or diagnostic capabilities with respect to the organ.

Abstract: Disclosed is a modified biopolymer having the formula A-XY wherein: (a) A is a starting material selected from the group consisting of a polysaccharide, a protein and a cellulose; (b) X is a first moiety bearing a functionality co-reactive with A; (c) Y is a second moiety covalently bound to X, capable of undergoing free radical polymerization and bearing at least two ethylenically unsaturated functional groups; (d) the starting material A and the first moiety X are linked covalently through linkages selected from the group consisting of an ester, an amide, a urethane, a urea, a sulfonate ester, a phosphate ester and an ether; and (e) a degree of substitution of the starting material A with the first moiety X is less than 0.5 but more than 0.1. Compositions including the modified biopolymer and methods for making them are also disclosed.

Abstract: Systems and methods for performance tuning a computer system in scaling domains based on quantified scalability. A system includes a processor configured to: calculate an estimate of parallel fraction and speedup characteristic in a first domain D1 and in a second domain D2 for an application, the estimate being calculated using system performance measurements generated from previous processing iterations of one or more workloads of the application using a number, n, of cores in the first domain and a remaining number, N?n, of cores in the second domain to obtain performance values XD1(n) and XD2(N?n), wherein N represents a total number of cores; calculate the number of cores for the first domain using a quadratic equation generated from the parallel fraction and performance value in each domain; and execute the application in each domain using the number of cores for each domain.

Abstract: An encasement for protecting a household item from bug intrusion includes a fabric cover having an elongated opening with a first end location and a second end location, the fabric cover being of a size for receiving the household item in the interior of the cover, a zipper configured to seal the opening, a first inside securing member attached inside the fabric cover along a first edge of the elongated opening, the first inside securing member comprising hook or loop fasteners, a second inside securing member attached inside the fabric cover along a second edge of the elongated opening, the second inside securing member including hook or loop fasteners, and an inside patch comprising the other of the hook or loop fasteners, the inside patch configured to be attached to the first inside securing member and the second inside securing member when the zipper is closed.

Abstract: Embodiments described herein are directed to an adaptive AI model for 3D object detection using synthetic training data. For example, an ML model is trained to detect certain items of interest based on a training set that is synthetically generated in real time during the training process. The training set comprises a plurality of images depicting containers that are virtually packed with items of interest. Each image of the training set is a composite of an image comprising a container that is packed with items of non-interest and an image comprising an item of interest scanned in isolation. A plurality of such images is generated during any given training iteration of the ML model. Once trained, the ML model is configured to detect items of interest in actual containers and output a classification indicative of a likelihood that a container comprises an item of interest.

Abstract: Systems and methods of incentivizing the use of a safety device while operating a vehicle are provided. Data captured by sensors associated with a safety device may be analyzed to identify instances in which the safety device is used by an operator of a vehicle. Additionally, data captured by sensors associated with the vehicle may be analyzed to identify instances in which the vehicle is in motion. By comparing the instances in which the safety device is used by the operator of the vehicle to the instances in which the vehicle is in motion, instances in which the operator of the vehicle uses the safety device while operating the vehicle may be determined. Furthermore, a trend of the operator of the vehicle using the safety device while operating the vehicle may be identified. A notification related to the identified trend may be provided to the operator of the vehicle.

Abstract: Embodiments of a method for improving movement characteristic determination using a plurality of mobile devices associated with a vehicle can include: collecting a first movement dataset corresponding to at least one of a first location sensor and a first motion sensor of a first mobile device of the plurality of mobile devices; collecting a second movement dataset corresponding to at least one of a second location sensor and a second motion sensor of a second mobile device of the plurality of mobile devices; determining satisfaction of a device association condition indicative of the first and the second mobile devices as associated with the vehicle, based on the first and the second movement datasets; and after determining the satisfaction of the device association condition, determining a vehicle movement characteristic based on the first and the second movement datasets.

Abstract: The present invention generally relates to methods of cleaning residual pesticide from an agricultural vessel, and to kits and compositions useful for the practice of such methods.

Abstract: A track slider mounting plate kit includes a first shark fin configured mounting plate including a first bottom mounting surface, a first beveled surface extending from the first bottom mounting surface, and a second beveled surface that extends from the first beveled surface, forming a first oblique angle with the second beveled surface. A track slider is attached to the first shark fin configured mounting plate that has a top surface extending from the rear surface toward the front surface defining a top surface radius of curvature ranging from 2200 mm to 2600 mm.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating a data entity that causes a processing unit to process a computational graph. In one aspect, a method includes the actions of receiving data identifying a computational graph, the computational graph including a plurality of nodes representing operations; obtaining compilation artifacts for processing the computational graph on a processing unit; and generating a data entity from the compilation artifacts, wherein the data entity, when invoked, causes the processing unit to process the computational graph by executing the operations represented by the plurality of nodes.

Abstract: The present apparatus includes a cane portion that engages a base portion that in turn engages a platform portion. The platform portion is pivotable between up and down positions. The apparatus is used for walking when the platform portion is in the up position. The apparatus may be used to assist a user in walking up and down stairs and curbs when the platform portion is in the down position. The base portion may engage the lower end of the cane by a resilient socket or by a threaded fastener that pinches the lower end of the cane.

Abstract: Methods and apparatus for supporting wireless medium sharing in wireless communications systems, e.g., various 802.11 wireless communications systems, are described. A novel shared transmission type of trigger frame is implemented, which allows a wireless station, acting as a host station, to make available transmission resources, which have been acquired by the wireless station, to one or more guest stations. A shared transmission type of trigger frame, generated and transmitted by the host station communicates information identifying the attributes of a corresponding trigger based (TB) frame, information identifying resources of the TB frame to be used by the host station and information identifying one or more set of shared resources which may be used by guest station(s). The trigger based (TB) frame, corresponding to the transmitted shared transmission type trigger frame, is used by the host station and one or more guest stations to transmit data to an access point.