Abstract: A dynamic code generation process with configurable connections and variables for extraction, transformation, and load (ETL) processing and validation is disclosed. A code generator loads an input requirement document and a configuration file, and generates workflows, database objects, and parameters. Database code is deployed in a database, ETL code is deployed in an ETL repository, and server code is deployed in an ETL server. A code validator reads the ETL code from the ETL repository and the database code from the database, and performs in-built stage unit testing. The code validator performs a quality check, metadata validation, definition comparisons, and outputs validation results.

Abstract: Recurrent Neural Networks (RNNs) wherein a non-volatile memory (NVM) array provides a memory bank for the RNN. The RNN may include a Neural Turning Machine (NTM) and the memory bank may be an NTM matrix stored in the NVM array. In some examples, a data storage device (DSD) that controls the NVM array includes both a data storage controller and a separate NTM controller. The separate NTM controller accesses the NTM matrix of the NVM array directly while bypassing flash translation layer (FTL) components of the data storage controller. Additionally, various majority wins error detection and correction procedures are described, as well as various disparity count-based procedures.

Abstract: Provided is a canola variety designated 19GS2321I and seed, plants and plant parts thereof produced from a cross of inbred varieties. Methods for producing a canola variety comprise crossing canola variety 19GS2321I with another canola plant. Methods for producing a canola plant containing in its genetic material one or more traits introgressed into 19GS2321I through backcross conversion and/or transformation, and to the canola seed, plant and plant part produced thereby are described. Canola variety, the seed, the plant produced from the seed, plant parts and variants, mutants, and minor modifications of canola variety are disclosed.

Abstract: Systems and methods are disclosed that determine whether wait times for attractions of a theme park are shorter or longer than expected and notify guests of these shorter or longer wait times. In particular, the systems and methods determine a wait time value for an attraction by dividing a wait time for the attraction by a total wait time for all attractions of the theme park, and compare the wait time value to one or more threshold values based on an expected wait time for the attraction. In this manner, theme park guests may make a more informed decision on which attraction to wait for, and maximize their time at the theme park.

Abstract: The present disclosure relates to a photovoltaic (PV) device that includes a first junction constructed with a first alloy and having a bandgap between about 1.0 eV and about 1.5 eV, and a second junction constructed with a second alloy and having a bandgap between about 0.9 eV and about 1.3 eV, where the first alloy includes III-V elements, the second alloy includes III-V elements, and the PV device is configured to operate in a thermophotovoltaic system having an operating temperature between about 1500° C. and about 3000° C.

Abstract: A computer-implemented method for transferring a total data record from an input node to an output node using a blockchain. The total data record may be a total payment, in some cases, such as using Bitcoin. The output node shares public key material and the input node selects unspent transaction outputs to use in paying the total value, and determines a plurality of outputs payable to the output node in fixed denominations. The input node generates an output address for each output using the public key material and a respective random number, and mixes the inputs and outputs in one or more coin mixing transactions. A nonce public key for each output, generated based on the respective random number, is shared with the output node either separately or through the blockchain, and the output node can derive the corresponding private key for each output address, enabling it to search for and identify the outputs to which it can then claim ownership.

Abstract: A variable capacitor device comprises first and second control paths which are configured to enable differential control using first and second transistors of a same doping type in the first and second control paths, respectively, wherein the first and second transistors are configured as voltage variable resistors for tuning a capacitance of the variable capacitor device.

Abstract: An oil drainage apparatus includes a base member defining an interior area and a laterally extending selector channel. A connection tube extends upwardly from the base for connection to the oil drainage port of an engine. An oil drainage body extends upwardly from the connection member and has apertures in fluid communication with the oil pan. Drainage of oil from the engine's oil pan is regulated by a positioning of magnets. A drain magnet is vertically movable inside the drainage body and movable between a closed configuration blocking the plurality of apertures and an open configuration displaced therefrom. An actuation lever is laterally movable to align either a first or second actuation magnet beneath the drain magnet, one of the actuation magnets having a polarity to attract and close the drain magnet and the other having a polarity which pushes away and opens the drain magnet to allow drainage.

Abstract: A bipolar electrosurgical instrument includes first and second shafts each having a jaw member extending from its distal end. Each jaw member is adapted to connect to a source of electrosurgical energy such that the jaw members are capable of selectively conducting energy through tissue held therebetween. A knife channel is configured to reciprocate a cutting mechanism therealong. An actuator selectively advances the cutting mechanism. A switch is disposed on the first shaft and is configured to be depressed between a first position and at least one subsequent position upon biasing engagement with a mechanical interface disposed on the second shaft. The first position of the switch relays information to the user corresponding to a desired pressure on tissue and the at least one subsequent position is configured to activate the source of electrosurgical energy to supply electrosurgical energy to the jaw members.

Abstract: Methods, systems, devices, and tangible non-transitory computer readable media for determining orientation are provided. The disclosed technology can include capturing images of an environment visible in a field of view of the mobile computing device. Location data associated with a location of the mobile computing device can be received. Image data including information associated with the images can be generated. Based on the image data and one or more machine-learned models, features of one or more objects in the environment can be determined. Based on the location data and the features of the objects, respective orientations of the objects relative to the location of the mobile computing device can be determined. Furthermore, orientation data that includes a geographic orientation of the mobile computing device can be generated based on the respective (geographic) orientations of the objects.

Abstract: A valve design including a valve body comprising an aperture through the body is disclosed. The valve includes a shaft secured to a disc with a clamping connection.

Abstract: A flexible compressive orthopedic knee sleeve of stretchable fabric having an exterior surface webbing material at least partially covering the sleeve to provide targeted compressive force similar to athletic taping and to also provide kinetic retention.

Abstract: A computer-implemented method for improving the security of a data record distribution process using a blockchain having a group of input nodes and a group of output nodes, each group having a private-public key pair, but wherein the nodes only have a key share of their respective private key and no node has a full private key. Using threshold signature scheme, secret share joining, and stealth addresses, data records from the input nodes are pooled at a stealth address determined through collaborative action of the input nodes, requiring cooperative determination of their public key, a shared secret, and the stealth address. The public key is copied into the transaction. The output nodes locate the transaction and extract the public key, collaboratively verify its authenticity, and collaboratively determine the shared secret. Having done so, the output nodes may, collectively, sign a second transaction for distributing data records from the stealth address to the output addresses.

Abstract: A method of propagating data packets in a network of nodes is disclosed. The method, implemented at one of the nodes, includes: generating at least one data packet of a first type; collecting a set of data packets of the first type during a first time period, the set including the at least one generated data packet and one data packet of the first type received from one or more first nodes in the network; and for each data packet in the set: randomly select two or more neighbouring nodes connected to said one of the nodes; transmit, to each of the two or more selected neighbouring nodes: the data packet, wherein the two or more selected neighbouring nodes are configured to relay the data packet to one or more second nodes in the network using a mode of data propagation arbitrarily selected for that neighbouring node.

Abstract: Provided is a canola variety designated 19GS2318I and seed, plants and plant parts thereof produced from a cross of inbred varieties. Methods for producing a canola variety comprise crossing canola variety 19GS2318I with another canola plant. Methods for producing a canola plant containing in its genetic material one or more traits introgressed into 19GS2318I through backcross conversion and/or transformation, and to the canola seed, plant and plant part produced thereby are described. Canola variety, the seed, the plant produced from the seed, plant parts and variants, mutants, and minor modifications of canola variety are disclosed.

Abstract: Embodiments of systems and methods for combining downlink signals representative of a communication signal are provided herein. An example method comprises receiving samples of the downlink signals from multiple antenna feeds; generating first symbols for a first signal and second symbols for a second signal based on performing timing recovery operations on the first signal and the second signal, respectively; generating offset information based on performing a correlator operation on the first and second symbols; and combining the first and second signals based on performing a weighted combiner operation. At least one of the first timing recovery operation, the second timing recovery operation, the correlator operation, and the combing are performed in a plurality of processing blocks in one or more processors, wherein the first and second processing block operate in parallel.

Abstract: Provided is a canola variety designated 18GG0453L and seed, plants and plant parts thereof produced from a cross of inbred varieties. Methods for producing a canola variety comprise crossing canola variety 18GG0453L with another canola plant. Methods for producing a canola plant containing in its genetic material one or more traits introgressed into 18GG0453L through backcross conversion and/or transformation, and to the canola seed, plant and plant part produced thereby are described. Canola variety, the seed, the plant produced from the seed, plant parts and variants, mutants, and minor modifications of canola variety are disclosed.

Abstract: An example hydraulic system component of a machine includes a protective coating deposited by high velocity air fuel (HVAF) thermal spray, exhibiting high adhesion strengths and surface morphologies that promote lubricant adhesion and reduce the leakage of oil and/or hydraulic fluid from the hydraulic system. The coating may have surface roughness with RZ values less than 2 ?m and hardness of 1000 Vickers or greater. The HVAF coating may be thinner than conventional coatings with thicknesses less than 100 ?m. The HVAF coating may be deposited on a variety of steel components with adhesion strengths greater than those achieved by high velocity oxygen fuel (HVOF). The HVAF coating may be formed without time consuming roughening and/or post-grind operations, resulting in cost savings compared to conventional coatings. The coatings may have operational lifetimes of 1000 hours or more.

Abstract: Noise injection procedures implemented on the die of a non-volatile memory (NVM) array are disclosed. In one example, noise is injected into data by adjusting read voltages to induce bit flips while using feedback to achieve a target amount of information degradation. In another example, random data is iteratively combined with itself to achieve a target percentage of random 1s or 0s, then the random data is combined with data read from the NVM array. In other examples, pixels are randomly zeroed out to emulate dead charge coupled device (CCD) pixels. In still other examples, the timing, voltage, and/or current values used within circuits while transferring data to/from latches or bitlines are adjusted outside their specified margins to induce bit flips to inject noise into the data. The noise-injected data may be used, for example, for dataset augmentation or for the testing of deep neural networks (DNNs).

Abstract: Bit-flip object insertion techniques are provided for use with a non-volatile memory (NVM) wherein an object is inserted into a background image by flipping or inverting one or more bits within the pixels of the background image that correspond to the shape and insertion location of an object being inserted. In an illustrative example, pixels within the background image that correspond to the shape and insertion location of the object are XORed with binary 1s. This flips the bits of those pixels to change the color (hue) and/or intensity (brightness) of the pixels so the object appears in the background image. In other examples, only the most significant bits of pixels in the background image are inverted (flipped). Exemplary latch-based procedures are described herein for high-speed processing on an NVM die. Multiple plane NVM die implementations are also described for massive processing.