Abstract: A vehicle interface system is disclosed. The system includes a conductive textile 100 and circuitry 408. The conductive textile 100 is configured to provide user input information, wherein the user input information is in response to contact with the conductive textile. The circuitry 408 is configured to analyze the user input information, identify a user input based on the user input information, and determine an associated command based on the identified user input.

Abstract: Systems and methods are provided for implementing automated user interface testing with integrated machine learning models. Systems and methods for detecting and preemptively correcting flow path errors are disclosed. Systems and methods for minimizing user input and optimizing testing efficiency are disclosed. A result dashboard is disclosed in which testing results and errors are displayed and a user may interact with interactive testing reports.

Abstract: A method of corrupting contents of a memory array includes asserting a signal at a reset node to thereby cause starving of current supply to the memory array, and selecting bit lines and complementary bit lines associated with desired columns of the memory array that contain memory cells to have their contents corrupted. For each desired column, a logic state of its bit line and complementary bit line are forced to a same logic state. Each word line associated with desired rows of the memory array that contains memory cells to have their contents corrupted is simultaneously asserted, and then simultaneously deasserted to thereby place each memory cell to have its contents corrupted into a metastable state during a single clock cycle.

Abstract: A device includes an array powered between virtual supply and reference voltages, with each row having a wordline and each column having a bitline and complementary bitline. The virtual supply voltage circuit includes a first transistor configured to output the virtual supply voltage, and a second transistor configured to turn off to reduce current supplied to the array. A column driver, while the second transistor is off, drives the bitlines and complementary bitlines to opposite logic states in response to an internal clock. A row decoder asserts wordlines in response to the internal clock. Due to the reduced current supplied to the array, the bitlines remain at a logic high state and the complementary bitlines fall to a logic-low state, resetting the memory cells.

Abstract: Aspects of the disclosure relate to data loss prevention. A computing platform may detect input of a first target recipient domain into a first email message. The computing platform may identify, in real time and prior to sending the first email message, that the first target recipient domain comprises an unintended recipient domain instead of an intended recipient domain. The computing platform may send, based on the identification of the unintended recipient domain and to a user device, a notification that the first target recipient domain is flagged as an unintended recipient domain and one or more commands directing the user device to display the notification.

Abstract: A system that analyzes alarms from patient monitoring devices and calculates modified alarm thresholds that reduce the number of alarms to a desired level. This capability addresses the common problem of alarm overload and fatigue, where alarms occur so frequently that clinicians cannot respond effectively. The system supports highly efficient calculation of changes in alarm frequency, by storing summaries of alarm data that record maximum and minimum values during an alarm. New thresholds may be selected manually or automatically and may be transmitted directly to the patient monitoring devices as updates to their alarm thresholds. The system may also classify alarms as high (above an upper threshold) or low (below a lower threshold) when devices do not provide this data. The system may also estimate the number of additional alarms that would occur if an upper threshold were reduced, or a lower threshold were increased.

Abstract: Techniques are disclosed relating to transforming, by a computer system in response to a request to develop an evaluation strategy, the request into a first query for an artificial intelligence (AI) tool. The computer system may retrieve historical information that is related to the first query. The computer system may submit the first query to the AI tool. In response to receiving evaluation strategy information, the computer system may transform the evaluation strategy information into a second query for the AI tool. The computer system may submit the second query to the AI tool. In response to receiving executable code, the computer system may modify the executable code for compatibility with a particular computer system. The computer system may test performance of the modified executable code, and indicate that the modified executable code satisfies one or more performance thresholds for a code release.

Abstract: A system that analyzes alarms from patient monitoring devices that trigger after a configurable delay time, and that calculates modified delay times that reduce the number of alarms to a desired level. This capability addresses the common problem of alarm overload and fatigue, where alarms occur so frequently that clinicians cannot respond effectively. The system supports highly efficient calculation of changes in alarm frequency, by storing summaries of alarm data that record alarm durations and first values during the alarm. New delays may be selected manually or automatically and may be transmitted directly to the patient monitoring devices as updates to their alarm delay times. The system may also estimate a current delay time when devices do not provide this data. The system may also estimate the number of additional alarms that would occur if an alarm delay were reduced.

Abstract: A system for controlling lateral positioning in a host vehicle includes a controller having a processor and tangible, non-transitory memory. The host vehicle is located on a host lane defined by a host lane center. The controller is adapted to determine if a first and second enabling condition are met. The first enabling condition is met when the host vehicle is travelling on a non-divided road having no physical barrier separating respective traffic lanes travelling in opposing directions. The second enabling condition is met when the host lane is an inner most lane adjacent to an opposing traffic lane. When the first and second enabling conditions are both met, the controller is adapted to determine a non-divided road offset relative to the host lane center in real-time. Operation of the vehicle is controlled based in part on a magnitude, and a direction of the non-divided road offset.

Abstract: Some embodiments include apparatuses and methods of forming the apparatuses.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for improved network computing for network function testing. In some implementations, a method includes providing an application programming interface (API) to a user device of a network computing system; receiving input data from the user device indicating one or more application requirements for testing one or more network functions; generating one or more virtual processing machines using the one or more application requirements; obtaining testing data from one or more communication networks; providing the testing data to the one or more virtual processing machines configured to generate results based on processing the testing data using the one or more network functions; and providing the results to the user device.

Abstract: A machine learning method includes estimating a degree of improvement of an evaluation metric related to a machine learning model, the improvement being to be obtained on a condition that the machine learning model is configured to be trained based on combination of training data in a training data set, selecting a pair of training data from the training data set based on the estimated degree, generating other training data based on the selected pair of training data, and training the machine learning model based on the other training data and the training data set, using a processor.

Abstract: A compression ignition engine provides a main injector and a second pilot injector producing a spray passing over an igniter producing a pilot flame assisting in ignition of the main injector spray.

Abstract: A method for facilitating reviews of caller interactions with an intelligent voice interface may include receiving raw voice data representing dialog between one or more callers and the intelligent voice interface during one or more respective voice calls, determining, by processing text translation of the raw voice data using one or more natural language processing models, one or more intents of the one or more callers during the one or more voice calls, generating one or more event labels indicative of one or more events associated with the one or more voice calls, and causing a user interface to be presented on a display device. The user interface may enable a user to (i) listen to the raw voice data, (ii) view the one or more intents, and/or (iii) view the one or more event labels.

Abstract: The present application relates to triterpene glycoside saponin-derived adjuvants, syntheses thereof, and intermediates thereto. The application also provides formulations and pharmaceutical compositions comprising compounds of the present invention and methods of using said compounds, formulations, or compositions in the treatment of and immunization for infectious diseases.

Abstract: Methods, storage media, and systems for generating a three-dimensional line segment are disclosed. Exemplary implementations may: receive a plurality of images: generate a point cloud based on the plurality of images; detect a two-dimensional line segment in a first image: project a set of 3d points of the plurality of 3d points as 2d points in the first image; select projected 3d points that are proximate to 2d points along the 2d line segment: and generate a 3d line segment by connecting 3d points of the point cloud represented by the selected projected 3d points.

Abstract: An oral biology model which comprises biofilm, oral epithelial tissue and a suspension of neutrophil-like cells in media is disclosed. The biofilm, which comprises oral bacteria, is produced by culturing oral bacteria on a solid substrate. The oral epithelial tissue may be gingival epithelial tissue to model the gingival crevice or buccal epithelial tissue to model the oral check. The suspension of neutrophil-like cells in media comprises neutrophil-like cells that are differentiated HL60 cells induced to a neutrophil-like phenotype by treatment with retinoic acid. Methods of using the oral biology model to test and compare compounds and formulations or to screen compounds and formulations for their effect on release of inflammatory signals, their effect on biofilm and oral bacteria and/or their effect on the cellular components are disclosed.

Abstract: The present disclosure relates to systems, methods, and computer-readable media for utilizing an interactive graphing system to achieve improved dataset exploration utilizing an intelligent workflow and an interactive user interface. More specifically, the interactive graphing system facilitates generating updated network graphs that include inferred user influences based on implicit user action. Indeed, the interactive graphing system can automatically generate and present a user with an updated network graph that includes added, removed, or subsetted elements and relationships that are otherwise hidden from a user. Additionally, the interactive graphing system facilitates network graph exploration and processing of customized combined network graphs that join otherwise separate network graphs.

Abstract: A technique may include receiving, by a management service a plurality of instance configurations from a client device. The technique may then include receiving, by the management service, information identifying a launch request for a compute instance. The technique may include determining, by the management service, one or more candidate shapes for the compute instance based at least in part on the plurality of instance configurations. The technique may include selecting, by the management service and from the one or more candidate shapes, a launch shape for the compute instance and launching the compute instance using the launch shape. The technique may then include providing, the client device access to the compute instance, launched based on the launch shape.