Abstract: Various methods and processes, apparatuses/systems, and media for systemically and dynamically evaluating code importance via graph centralities are disclosed. A processor splits a code base into a configurable level of granularity each defining as a component of the code base. Each component includes its associated dependencies. The processor converts the code base along with the components into a code graph representing a dependency structure of the code base. A node in the code graph represents a component in the code base and an edge in the code graph is a directed relationship between two components. The processor computes a variety of metrics for each node in the code graph including node metrics related to the code graph properties and centrality measures for assigning scores to nodes in accordance with corresponding measure of intricacies of the dependency structure and implements a scoring mechanism which associates an importance score for each node.

Abstract: Signal processing is applied to a digital input audio signal. An analog audio output signal is provided based on the digital input audio signal via a switching converter circuit driven by a PWM signal. The analog audio output signal is sensed to generate an analog feedback signal. The applied signal processing includes: producing a digital error signal indicative of a difference between the digital input audio signal and a digital word signal; applying digital-to-analog conversion to the digital error signal to produce an analog replica of the digital error signal; producing an analog difference signal indicative of a difference between the analog replica of the digital error signal and the analog feedback signal; applying analog-to-digital conversion to the analog difference signal to produce the digital word signal; applying digital filtering to the digital word signal to produce a filtered digital word signal that generates the PWM signal.

Abstract: Embodiments of the present disclosure may include a neuromodulation system. The neuromodulation system can include an implantable pulse generator configured to provide neuromodulation to a patient based on a sequence of neuromodulation programs. The implantable pulse generator can include alternately accessible memories. The alternately accessible memories can enable the implantable pulse generator to store a second neuromodulation program while providing neuromodulation according to a first neuromodulation program. The IPG can then transition from providing stimulation according to the first neuromodulation program to providing stimulation according to the second neuromodulation program without stopping stimulation. The neuromodulation system can include a parameter memory. Stimulation parameter updates can be written to the parameter memory. The value of the parameter memory can be used to determine the next stimulation pulse. The IPG can accordingly support pulse-to-pulse changes in stimulation parameters.

Abstract: An inertial MEMS device includes an inertial element provided by a movable structure that is responsive to movement. The moveable structure is formed in a first structural layer of semiconductor material. A suspended structure extends above the movable structure at a distance therefrom. The suspended structure is formed in a second structural layer of semiconductor material and carries a piezoelectric structure. The suspended structure and the piezoelectric structure form a wake-up element that generates an activation signal in presence of vibrations or shocks. The inertial element and the wake-up element are contained in a chamber formed by a substrate and a cap, together with peripheral portions of the first and the second structural layers.

Abstract: A method for polarizing at least one first electronic circuit based on a first direct polarization current, the at least one first circuit being powered by a supply voltage having actual values dispersed around a rated value, the at least one first circuit having at least one first physical parameter whose value could undergo a variation resulting from the dispersion of voltage values, the method comprising an open-loop compensation of the dispersion of the voltage value including elaborating a first corrected current based on a reference current and a first correction coefficient determined from the variation of the value of the at least one first physical parameter, resulting from the dispersion of the voltage values, and elaborating the first polarization current based on the first corrected current.

Abstract: A system includes a database that stores user information regarding a plurality of customers; a network interface configured to communicate data over a network; and a processing circuit. The processing circuit is configured to: receive, from a customer computing device, a first indication that a customer is within a first predetermined distance of a first customer area and activate, based on the first indication, an interface of the customer computing device. The interface is configured to receive an input. The processing circuit is further configured to receive a second indication that the customer is within a second predetermined distance of a second customer area that is within the first customer area and authorize, based on the second indication and reception of the input, a transaction at the terminal.

Abstract: Systems and methods for managing third party data are provided. A third party data management system includes a processing circuit. The processing circuit is configured to receive first third party activity data from a source computing system and via a cybersecurity correlation and analytics computing system, determine a computing entity external to the third party data management system associated with the third party activity data based on at least one item extracted from the first third party activity data, periodically monitor third party activity associated with the computing entity, comprising operations to collect second third party activity data, and correlate the monitored second third party activity data to an entity profile.

Abstract: The systems and methods may use one or more artificial intelligence models that predict an effect of a predicted event on a current state of the system. For example, the model may predict how a rate of change in time-series data may be altered throughout the first time period based on the predicted event. However, as noted above, correctly predicting the occurrence of outlier events (e.g., the predicted event), and in particular characteristics about the outlier events (e.g., when an outlier may occur, what may be a source of the outlier, what rate of change the outlier may cause, etc.), in data-sparse environments and based on time-series data presents a technical challenge.

Abstract: A method and system for providing end-to-end observability for distributed event-driven applications are disclosed. The method includes generating a trace for an executed transaction and decomposing the generated trace into multiple synthetic traces or sub-traces. Each of the synthetic traces or sub-traces represents an operation performed for a discrete application function contained within that transaction. For each sub-trace a synthetic root span is generated, the root span representing an end-to-end time to process the respective application function.

Abstract: A computer-implemented method comprising receiving a request from a computer of a first of a first computing environment to execute a network operation transferring network operation data from the first data structure to a second data structure associated with a second computing device of a second computing environment; identifying, from a hierarchical model indicating relationships between data structures maintained through a blockchain, a third data structure of a third computing device in communication with the plurality of nodes maintaining the blockchain; retrieving at least one condition corresponding to the third data structure from the blockchain; determining the network operation data satisfies the at least one condition; and appending a first record to a second record of the blockchain.

Abstract: Systems and methods for a programming language-agnostic data modeling platform that is both less resource intensive and scalable. Additionally, the programming language-agnostic data modeling platform allows for advanced analytics to be run on descriptions of the known logical data models, to generate data offerings describing underlying data, and to easily format data for compatibility with artificial intelligence systems. The systems and methods use a supplemental data structure that comprises logical data modeling metadata, in which the logical data modeling metadata describes the logical data model in a common, standardized language. For example, the logical data modeling metadata may comprise a transformer lineage of the logical data model.

Abstract: Systems and methods for a bifurcated self-executing program that wraps a first self-executing program (e.g., a first smart contract) on a blockchain within a second self-executing program (e.g., a second smart contract), in which the second self-executing program enforces the digital signature requirement. The bifurcated self-executing program comprises a single compiled self-executing program that combines the first self-executing program and the second self-executing program.

Abstract: In one arrangement, a method for a key management server to manage cryptographic key rotation comprises rotating, by the key management server, an initial symmetric key based on a first rotation schedule. Rotating the initial symmetric key comprises rotating bits of the initial symmetric key to create a rotated key, the rotated key being different from the initial symmetric key. The method further comprises enciphering, by the key management server using the rotated key, data sent to a first client server. In another arrangement, a method for a client server to manage cryptographic key rotation comprises rotating, by the client server, an initial symmetric key based on a schedule. The method further comprises deciphering, by the client server, data sent from a key management server using the rotated key and providing the deciphered data to a user.

Abstract: The present disclosure relates to novel PD-1 binding domains that have a higher binding affinity for human PD-1 than a reference PD-1 binding domain. The PD-1 binding domains of the present disclosure further provide a comparable, or equal or higher, potency in blocking ligand binding to human PD-1 than a reference PD-1 antibody. The present disclosure further relates to binding moieties comprising such PD-1 binding domains. Also provided is a method for treating a disease, in particular a disease associated with a suppressed immune system, such as cancer, with a PD-1 binding domain or binding moiety of the present disclosure. The present disclosure further relates to nucleic acids encoding the heavy chain variable region of the PD-1 binding domains, and a vector and cell comprising such nucleic acid.

Abstract: Systems and methods for a programming language-agnostic data modeling platform that is both less resource intensive and scalable. Additionally, the programming language-agnostic data modeling platform allows for advanced analytics to be run on descriptions of the known logical data models, to generate data offerings describing underlying data, and to easily format data for compatibility with artificial intelligence systems. The systems and methods use a supplemental data structure that comprises logical data modeling metadata, in which the logical data modeling metadata describes the logical data model in a common, standardized language. For example, the logical data modeling metadata may comprise a transformer lineage of the logical data model.

Abstract: Systems, methods, and apparatuses for providing a customer a central location to manage permissions provided to third-parties and devices to access and use customer information maintained by a financial institution are described. The central location serves as a central portal where a customer of the financial institution can manage all access to account information and personal information stored at the financial institution. Accordingly, the customer does not need to log into each individual third-party system or customer device to manage previously provided access to the customer information or to provision new access to the customer information. A user additionally is able to have user data and third-party accounts of the user deleted from devices, applications, and third-party systems via a central portal.

Abstract: An air-conditioner includes: a return-air inlet and a supply-air outlet each communicating with a predetermined space; a first main air channel configured to allow air to flow therein towards the supply-air outlet; a first heat exchanger disposed in the first main air channel and that causes heat-exchange between refrigerant flowing therein and air passing therethrough; an exhaust-air outlet communicating with an outside of the predetermined space; a second main air channel configured to allow air to flow therein towards the exhaust-air outlet; a second heat exchanger disposed in the second main air channel and that causes heat-exchange between refrigerant flowing therein and air passing therethrough; and an exhaust ventilation channel configured to allow air to flow therein from the return-air inlet towards the exhaust-air outlet.

Abstract: A mirror assembly (100) comprising: a reflective portion (110) configured to reflect incident light; a display unit (120) arranged to overlap the reflective portion, wherein the display unit is configured to display at least one of a visual element and a blurred effect element; and a control unit (130). The control unit (130) is configured to: receive instruction to display a visual element or instruction to display a blurred effect element; determine, based on the received instruction, a blur region for the visual element or a motion trajectory of the blurred effect element, wherein the blur region or the blurred effect element is larger than a display resolution of the display unit; and control the display unit to display the visual element with the determined blur region or to display the blurred effect element in the determined motion trajectory in a field of view of a user.

Abstract: A method for providing an automated virtual assistant testing framework to test one or more components associated with a virtual assistant (VA) is disclosed. The method includes integrating, one or more VA test suites with a continuous integration and continuous deployment (CICD) pipeline, wherein the one or more VA test suites comprises test case(s); receiving in a repository, a commit command; triggering, the CICD pipeline based on the commit command; executing, the one or more VA test suites based on the triggering of the CICD pipeline; and testing, the one or more components associated with the VA using a VA skills and intent training data, wherein the one or more components comprises custom UI(s), skill(s), integration(s) and/or one or more natural language processing (NLP) capabilities, and wherein the testing is based on the execution of the one or more virtual assistant (VA) test suites.

Abstract: A transmission system is provided. The transmission system includes an electric motor rotationally coupled to a first pump, a second pump, and a third pump via a drive shaft, where an output of the first pump is in fluidic communication with a lubrication circuit and where an output of the third pump is in fluidic communication with an actuation circuit. The transmission system further includes a valve fluidly coupled to the output of the first pump and an output of the second pump and a controller including instructions stored in non-transitory memory that when executed during a first operating condition, cause the controller to selectively operate the valve based on a change in one or more operating conditions in the transmission system.