Abstract: a Systems and methods are provided for matrix tiling to accelerate computing in redundant matrices. The method may include identifying unique submatrices in the matrix; loading values of elements of each unique submatrix into a respective one of the array processors; applying the vector to inputs of each of the array processors; and adding outputs of the array processors according to locations of the unique submatrices in the matrix.

Abstract: An integrated circuit (IC), including: a current mirror, including: a first field effect transistor (FET) including a first drain, a first gate, and a first source, wherein the first source is coupled to a first voltage rail; and a second FET including a second drain, a second gate, and a second source, wherein the second gate is coupled to the first gate of the first FET, and the second source is coupled to the first voltage rail; and a selective coupling circuit configured to selectively couple the first drain of the first FET to the first and second gates of the first and second FETs based on a voltage at the first drain of the first FET.

Abstract: A device associated with a network may provide a subscription request that requests data associated with the network and user equipment connected to the network. The device may receive, based on the subscription request, network congestion data associated with the network, reachability data associated with the user equipment, and location data associated with the user equipment. The device may determine a group of the user equipment based on the network congestion data, the reachability data, and the location data. The device may determine timing for providing firmware to the group based on capabilities of the user equipment in the group. The device may provide segments of the firmware to the network to cause the network to provide the segments of the firmware to the group based on the timing for providing the firmware to the group.

Abstract: Monitoring an industrial process by building a training dataset of system data representative of status of industrial process parameters and training a custom query engine based on the training dataset. Models are generated using the custom query engine for matching query terms to the system data in response to user input representative of the system data that the user intends to access. Executing one of the models based on the input from the user generates an output retrieving the selected system data from the data tables for visualization.

Abstract: An online concierge system allows users to order items from a warehouse having multiple physical locations, allowing a user to order items at any given warehouse location. To select a warehouse location for a warehouse selected by a user, the online concierge system identifies a set of items that the user has a threshold likelihood of purchasing from prior orders by the user. For each of a set of warehouse locations, the online concierge system applies a machine-learned item availability model to each item of the identified set. From the availabilities of items of the set at each warehouse location of the set, the online concierge system selects a warehouse location. The online concierge system identifies an inventory of items from the selected warehouse location to the user for inclusion in an order.

Abstract: Aspects of the present disclosure provide techniques for intent matching. Embodiments include receiving input of text by a user via a user interface. Embodiments include determining weights for portions of the text based on a plurality of keywords. Embodiment include generating an embedding of the text. Embodiments include determining an intent of the text by weighting, based on the weights, word mover's distances from the embedding of the text to a known embedding of known text associated with the intent in order to determine a similarity measure between the text and the known text. Embodiments include providing content to the user via the user interface based on the intent.

Abstract: The present invention relates to compounds suitable for treating, ameliorating and/or preventing neuromuscular disorders, including the reversal of drug-induced neuromuscular blockade. The compounds as defined herein preferably inhibit the CIC-1 ion channel.

Abstract: Disclosed are compounds of Formula (I) or a salt thereof, wherein R1, R2, R3, R4, R5, m, n, and p are defined herein. Also disclosed are methods of using such compounds as inhibitors of signaling through Toll-like receptor 7, or 8, or 9, and pharmaceutical compositions comprising such compounds. These compounds are useful in treating inflammatory and autoimmune diseases.

Abstract: A conferencing system terminal device includes an image capture device capturing images of a subject during a videoconference occurring across a network and a communication device transmitting the images to at least one remote electronic device engaged in the videoconference. One or more processors apply a virtual background or virtual background indicia in the images behind depictions of the subject. In response to one or more sensors detecting initiation of a demonstration operation by the subject, the one or more processors cause the virtual background or virtual background indicia to appear behind depictions of a demonstration object of the demonstration operation such that the demonstration object is visible against the virtual background indicia or virtual background.

Abstract: Systems, methods, and devices are described for on-demand launching of an interface on a compute cluster. The interface enables a user to interact with an application while the application is executing on the compute cluster. A job request associated with the application is received. Responsive to the job request, a determination is made if the interface has already been launched on the compute cluster responsive to an earlier-received job request. If the interface has not already been launched, launch instructions are transmitted to the compute cluster to cause the interface to be launched on the compute cluster. Job instructions are transmitted to the compute cluster to cause the application to be executed on the compute cluster.

Abstract: Apparatuses, methods, and systems for power supply stacking of an array of devices are disclosed. For an embodiment, each device is specified by a location (i,j), each device includes a Vdd terminal, and a Vss terminal, at least a plurality of the devices further including at least one other V_Terz terminal. For an embodiment, the Vss terminal of the device at location (i,j), for i=2:N, j=1:M, is connected to the Vdd terminal of the device at location (i?1,j) resulting in a voltage between the Vdd and Vss terminals of at least a majority of the devices in the array to be a substantially same voltage VDD, wherein the potential of the Vss terminal of the each device at any location (i,j+1) is generated to be higher than the potential of the Vss terminal for another device at location (i,j) by a voltage Xj, for i=1:N, j=1:M?1.

Abstract: Embodiments of the present invention provide computer-implemented methods, computer program products and computer systems. Embodiments of the present invention can identify an effective channel on a transmission stream framework comprising a plurality of channels and nodes using current capacity states and current transmission schedules.

Abstract: A system and method for predicting a driver's situational awareness that includes receiving driving scene data associated with a driving scene of an ego vehicle and eye gaze data to track a driver's eye gaze behavior with respect to the driving scene. The system and method also include analyzing the eye gaze data and determining an eye gaze fixation value associated with each object that is located within the driving scene and analyzing the driving scene data and determining a situational awareness probability value associated with each object that is located within the driving scene that is based on a salience, effort, expectancy, and a cost value associated with each of the objects within the driving scene. The system and method further include communicating control signals to electronically control at least one component based on the situational awareness probability value and the eye gaze fixation value.

Abstract: Disclosed are systems, apparatuses, processes, and computer-readable media to implement a heterogenous biometric authentication process in a control system. For example, a method may include detecting the presence of a first person at a first time period and in an area associated with a function controlled by a control system. The method may include transmitting an authentication request to a first device detected by the control system, and receiving an authentication response from the first device. The authentication response includes information related to a biometric authentication performed at the first device. The method may further include authenticating the first person in the control system based on the information related to the biometric authentication. The method may then perform the function based on the authentication.

Abstract: A method is provided for decrypting data encrypted according to a cipher key according the advanced encryption standard (AES). The method includes precomputing a product of each element value of an InvMixColumn matrix and each possible value of an input state array and deriving a set of round keys from the cipher key and the set of round keys. The deriving includes providing an initial round key and a plurality of further round keys, performing an initial decryption round, and performing N full decryption rounds at least in part using the precomputed product of each element value of an InvMixColumn matrix and each possible value of the input state array.

Abstract: The present invention relates to a xanthophyll composition comprising selective isomers of trans-R,R lutein and trans-R,R zeaxanthin in preferred particle size and pharmaceutically and/or nutraceutically acceptable excipients such as carriers, solubility enhancers, bioavailability enhancing agents, antioxidants and optionally flavoring agents with selective ratio which exerts enhanced bioavailability. The xanthophyll composition at least 80% of total xanthophyll comprised of at least 65% by weight of trans-R,R lutein and at least 10% by weight of trans-R,R zeaxanthin, which is prepared combinedly from marigold and paprika oleoresins with definite proportion to produce the preferred ratio of trans-R,R lutein and trans-R,R zeaxanthin.

Abstract: Exemplary methods for use in identifying crosses for use in plant breeding are disclosed. One exemplary method includes generating population prediction scores for each potential cross within a set of potential crosses, where each population prediction score is associated with a prediction of commercial success for the associated potential cross within the set of potential crosses. The method also includes selecting a subgroup of potential crosses, based on thresholds associated with the population prediction scores for the set of potential crosses. The exemplary method further includes selecting multiple target crosses from the subgroup of potential crosses based on a genetic relatedness of the parents in the subgroup of potential crosses, and directing ones of the selected target crosses into a breeding pipeline, thereby providing crosses to the breeding pipeline based, at least in part, on commercial success of parents included in the selected ones of the filtered crosses.

Abstract: A maternal and fetal monitoring system includes a detection probe configured to conduct physiological measurements on a maternal abdomen, the detection probe comprising a probe housing configured to be attached to the maternal abdomen, and a plurality of electrodes integrated into the probe housing and configured to acquire biopotential physiological data from the maternal abdomen. At least one controller is configured to calculate fetal heart rate (fHR) values, maternal heart rate (mHR) values, and/or uterine activity (UA) values based on both the physiological measurements and the biopotential physiological data, and a graphical display communicatively connected to the controller to receives and visually presents the calculated fHR values, mHR values, and/or UA values.

Abstract: According to an aspect, there is provided a method for determining a value of a skin parameter for skin of a subject. The method comprises receiving (510) a first sensor signal that is output by a first light sensor that is arranged to receive light emitted by a first light source after interaction of the emitted light with the skin. The first sensor signal is output while the first light source operates according to a first duty cycle to intermittently emit the light, and the emitted light has a first central wavelength.

Abstract: In accordance with at least one aspect of this disclosure, a circuit can include a voltage input and a first inductor coil of a first channel configured to interface a second inductor coil of a second channel to induce voltage to a winding (e.g. a solenoid) via the first channel or the second channel. At least a first wraparound circuit of the first channel can be operatively connected to the first inductor coil to prevent interference from the second inductor coil from activating a wraparound circuit operatively connected to the first inductor coil.