Abstract: An approach is described for a method and apparatus for a low energy programmable vector processing unit for use in processing such as for example neural network backend processing. According to some embodiments, this approach provides a pooling/vector processing unit for performing backend processing that implements a single issue multiple data (SIMD) datapath that performs various backend processing functions using only a single instruction. For instance, the present approach provides an apparatus and method for execution of operations in parallel using a single issued instruction to a plurality of processing cells. In some embodiments, there are multiple groups of processing cells for performing different operations—e.g. pooling, permute, sigmoid/tanh, and element wise operations.

Abstract: An image analysis system includes a plurality of cameras. The cameras are configured for taking images. The image analysis system further includes at least one server. The server includes a first obtaining module, a second obtaining module, a filter module, and a storage module. The first obtaining module is configured for obtaining the moving track of the target object. The second obtaining module is configured for obtaining the images taken by the cameras which the target object has passed according to the moving track. The filter module is configured for extracting images containing the target object from the obtained images according to pre-stored specific image features of the target object. The storage module is configured for storing the extracted images that contain the target object. An image analysis method and a server are also provided.

Abstract: One-dimensional data obtained by performing a Fourier transform on a digitally converted frequency modulated continuous wave (FMCW) radar signal at every pulse repetition interval is input to a recurrent neural network (RNN) to find the probability of the existence of a target in each range index. The range indices, i.e., bit frequencies are selected based on the probability. In order to reduce the size of the RNN, windowing may be applied. In addition, a speed-index-specific coefficient value may be calculated by accumulating and performing a Fourier transform on the selected bit frequencies in which the target exists over a plurality of pulse repetition intervals. Thus, it is possible to calculate the speed of the target.

Abstract: Two-dimensional data obtained by performing a Fourier transform on a digitally converted FMCW radar signal at every pulse repetition interval over N pulse repetition intervals is input to a convolutional neural network (CNN) to find the probabilities of the existence of a target in range indices. The range indices, i.e., bit frequencies are selected based on the probabilities of the existence of the target. In order to reduce the size of the CNN, windowing is applied to the two-dimensional data. A speed-index-specific coefficient value may be calculated by re-performing a Fourier transform on range data for the selected bit frequencies. Thus, the range and speed of the target may be calculated.

Abstract: A wearable therapy system comprises a therapy pack, a therapy pack holder including a body and a first fastener system, the body being configured to removably receive the therapy pack, and a therapy garment configured to be worn by a user and comprising at least one attachment area including a second fastener system. The therapy pack holder is removably attachable to the attachment area in a plurality of positions with the first fastener system engaging the second fastener system to secure the therapy pack in relation to the therapy garment. The system of the present disclosure can also include one or more compression sleeves and/or therapeutic wraps configured to be worn by the user that comprise fastener systems configured to removably accept one or more of the therapy packs, pads, and holders in a plurality of positions relative to the one or more compression sleeves.

Abstract: There is provided an inline saturator system and method for gas exchange with an aqueous-phase liquid. The system comprises a pressure vessel, configured to receive a first liquid and a first gas from external sources and to discharge a second liquid and a second gas from the pressure vessel, and a gas infusion device situated within the pressure vessel. The gas infusion device is configured to receive the first liquid and first gas, to facilitate gas exchange therebetween, producing the second liquid and the second gas, and to discharge the second liquid and second gas into the pressure vessel. The system further includes a recirculation system configured to direct a portion of liquid within the pressure vessel back into the saturator device, where injection of the redirected liquid into the gas infusion device forces the first liquid into the gas infusion device for the gas exchange.

Abstract: A patch antenna and a radar apparatus having different beam tilts with respect to frequencies are provided. In the patch antenna including a plurality of patches arranged along a power feed line, lengths of patches relating to a resonant frequency are implemented to be different from distances between patches relating to a radiation angle in the elevation direction without mechanical tilting. Thus, the patch antenna can easily expand coverage in the elevation direction without raising a noise floor, and since a gain is high, the patch antenna can detect a smaller object.

Abstract: A system is provided for publishing first programming schedule that references at least one or more pre-encoded media assets and/or one or more live input streams, and comprises one or more playout buffer features enabled via one or more constraints and rights. Each playout buffer feature of the one or more playout buffer features is associated with corresponding number of media segments that represents the one or more pre-encoded media assets and/or one or more live input streams. A request is received that comprises at least a stream identifier and at least an additional parameter. In accordance with a playout buffer feature from the one or more playout buffer features and at least the additional parameter, manifest data and indexed metadata of one or more media segments associated with stream identifier is inserted to first disparate live media output stream manifest and first disparate live media output stream is generated.

Abstract: In certain embodiments, transaction data retrieval from a postage vendor system database may be facilitated (e.g., via label generation with multiple barcode representations of a portion of a postage tracking identifier, where the tracking identifier is generated based on a carrier-specific tracking identifier unique within a carrier system with respect to accounts recognized by the carrier system). In some embodiments, the tracking identifier may be generated such that (i) the tracking identifier comprises the carrier-specific tracking identifier and (ii) enables a mail piece associated with a postage transaction to be tracked within the carrier system, and the tracking identifier portion is allocated to the postage transaction in one or more databases of the vendor system. An indicium identifier may be generated to comprise the tracking identifier portion, thereby enabling the vendor system to identify the postage transaction using one of the two identifiers without the other one of the identifiers.

Abstract: An airbag control system includes a printed circuit board, a switched-mode power supply having a molded inductor electrically mounted on the printed circuit board, and at least one Micro-Electro-Mechanical System (MEMS) sensor electrically mounted on the printed circuit board.

Abstract: An inventory management system and method using RFID tags for the tracking and management of individual items of inventory or work-in-process. The system uses a cloud-based service device to manage inventory at a facility via a communications hub. RFID printers, RFID readers, and antennas located at the facility relay information through the communications hub. Movement of items is monitored by tracking RFID tags associated with each item. Information on the tracked items may be recorded, displayed, and used to generate reports and notifications by the cloud-based services device. Historical tracking records may also be displayed.

Abstract: A method of interference suppression with intermodulation distortion mitigation includes processing an RF signal comprising an RF signal of interest and an RF interfering signal to produce a first and second RF drive signal each with a desired RF interference signal power and having a 90 degree relative phase. The first RF drive signal is imposed onto a first optical signal with a modulator to generate a first modulated optical signal so that the modulator has a large-signal behavior that is characterized by a Bessel function of the first kind J1(?), wherein the desired power at a frequency of the interference signal of the first drive signal is chosen to correspond to a zero of the Bessel function of the first kind J1(?).

Abstract: A controller for a substrate processing chamber includes a film thickness estimating module configured to while a first RF power is provided to generate plasma in the substrate processing chamber, receive a first measurement of a second RF power supplied to a probe, receive a second measurement of a DC self-bias voltage associated with the probe, wherein the second measurement is indicative of a thickness of a film deposited within the substrate processing chamber, and calculate a thickness of the film using the first measurement of the second RF power and the second measurement of the DC self-bias voltage. An operating parameter adjustment module is configured to adjust at least one operating parameter of the substrate processing chamber based on the thickness of the film as calculated by the film thickness estimating module.

Abstract: A preceramic resin formulation comprising a polycarbosilane preceramic polymer, an organically modified silicon dioxide preceramic polymer, and, optionally, at least one filler. The preceramic resin formulation is formulated to exhibit a viscosity of from about 1,000 cP at about 25° C. to about 5,000 cP at a temperature of about 25° C. The at least one filler comprises first particles having an average mean diameter of less than about 1.0 ?m and second particles having an average mean diameter of from about 1.5 ?m to about 5 ?m. Impregnated fibers comprising the preceramic resin formulation are also disclosed, as is a composite material comprising a reaction product of the polycarbosilane preceramic polymer, organically modified silicon dioxide preceramic polymer, and the at least one filler. Methods of forming a ceramic matrix composite are also disclosed.

Abstract: An electronic device housed in glass or other fragile material which is nevertheless proofed against breakage includes a shell, a battery, and a display screen formed on one side of the battery and received in the shell. The shell comprises a glass back cover and a crack-proof layer. The crack-proof layer is formed on the glass back cover. The battery abuts the crack-proof layer. The display screen is assembled beside the battery. The display screen is received in and partially exposed to the shell. The battery is electronically connected to the display screen. The electronic device is protected within the glass back cover which is itself proofed against shock and breakage when dropped or impacted. The disclosure further provides a method for manufacturing the electronic device.

Abstract: An apparatus includes: a structure having a lumen for accommodating a beam (e.g., electron beam, proton beam, or a charged particle beam), wherein the structure is a component of a medical radiation machine having a target for interaction with the beam to generate radiation; and a first beam position monitor comprising a first electrode and a second electrode, the first electrode being mounted to a first side of the structure, the second electrode being mounted to a second side of the structure, the second side being opposite from the first side; wherein the first beam position monitor is located upstream with respect to the target.

Abstract: A hybrid airbag inflator (100, 200) has a disk-shaped pressure vessel having a central axis with a domed upper housing portion (20) with a sealed exhaust port (22) for releasing inflation gases and a domed lower body portion (10) welded to the domed upper housing portion (20). The domed lower body portion (10) has one or more protrusions (12) extending from an outer or exterior surface positioned offset from the center axis. At least one of the protrusions (12) houses an igniter assembly (60) with accessible electrical connections (61, 63). The disk-shaped pressure vessel inflator (100, 200) contains gas generant pellets (2) and a quantity of pressurized inert gas (1) for inflating an airbag. The combination of the protrusions (12) and domed lower body portion (10) has a unique profile of a petaloid shape. Optionally, the domed upper housing portion (20) can also have the petaloid shape.

Abstract: A method for applying a patch to a spacer discontinuity or other seal breach includes the step of applying pressure to the patch during the application of the patch to cause sealant carried by the patch to be injected into the spacer discontinuity. This step can be performed with or without the application of heat. Pressure is applied to the patch long enough to position the sealant entirely across the gap between the lites such that the sealant wets out against both interior glass surfaces. Pressure is also applied to the patch long enough to inject sealant into openings defining the discontinuity. A sealant is then applied over the entire patch. The structure of the patch and the patched IG unit are provided.

Abstract: A technique involves normalizing identification of users (e.g., different customer organizations) across disparate local systems (e.g., different electronic platforms that provide different products and/or services). Such normalization of user identification enables a provider to accurately ascertain a particular user of multiple disparate local systems even when the multiple disparate local systems identify that user using different identification schemes. Accordingly, the provider is able to offer enhanced support to that user across the multiple disparate local systems. For example, with such normalization of user identification, the provider may employ a single authentication system across the various local systems thus enabling the user to authenticate via the same authentication process regardless of which local system the user attempts to access.