Abstract: The interpretation of a graph data structure represented on a computing system in which the connection between a pair of nodes in the graph may be interpreted by which intermediary entity (node or edge) on a path (e.g., a shortest path) between the node pair is most dominant. That is, if the intermediary entity were not present, a detour path is determined. The greater the difference between the detour path and the original path, the more significant that intermediary entity is. The significance of multiple intermediary entities in the original path may be determined in this way.

Abstract: Methods, systems, and computer storage media for providing an integrated onboarding platform associated with an onboarding management engine of a human resources management system. The integrated onboarding platform provides integrated onboarding management based on a computing architecture that supports system integration and process integration associated with an onboarding workflow. The onboarding management engine operates based on organizational onboarding logistics and hierarchical integration of onboarding activities of the onboarding workflow having onboarding interfaces. Operationally, a request for onboarding data is received at the onboarding management engine. The onboarding data is associated with an onboarding experience. The onboarding management engine supports generating onboarding plans, the onboarding plans are associated with onboarding configuration data of the integrated onboarding platform comprising onboarding management data from a plurality of data sources and services.

Abstract: There is provided a composition suitable for oral transmucosal administration (sublingual) comprising dexmedetomidine. The composition is useful for the treatment of sleep disorders such as insomnia and capable of providing sleep on demand. The composition comprises an effective amount of dexmedetomidine or pharmaceutically acceptable salts thereof, solvates thereof, or derivatives thereof, formulated for delivery of dexmedetomidine across a subject's oral mucosa.

Abstract: In an embodiment, a method of performance-enhanced machine-learning model creation is performed by a computer system. The method includes receiving a command to port a first bot from a first RPA platform to a second RPA platform, where the first bot executes a robotic process in a computing environment provided by a particular computer system using the first RPA platform. The method further includes extracting bot configurations for the first bot from the first RPA platform, where the bot configurations include an instruction set that at least partially defines the robotic process. The method also includes creating a second bot for the second RPA platform, where the creating includes transforming the instruction set to a format of the second RPA platform. In addition, the method includes deploying the second bot on the second RPA platform, wherein the deployed second bot executes the robotic process.

Abstract: According to embodiments, a method for navigating clusters of a data structure includes gathering data from the data structure by instrumenting instances of application software executing on the data structure. The method also includes identifying clusters of the data structure based on the gathered data. The method also includes causing display of a cluster map of the data structure, the cluster map comprising a plurality of clusters, each cluster of the plurality of clusters comprising a plurality of nodes, each node of the plurality of nodes comprising a plurality of pods, each pod of the plurality of pods comprising a plurality of containers. The method also includes providing a status for each node, each pod, and each container of each cluster. The method also includes causing display of analysis of each cluster of the cluster map, the analysis comprising granular information for each cluster.

Abstract: A method of forming a microelectronic device including a first stack structure comprising alternating levels of insulative structures and other insulative structures, forming strings of memory cells through the first stack structure, forming a second stack structure over the first stack structure, based at least partially on observed amount of pillar bending within the first stack structure, forming a first tailored reticle specific to the observed amount of pillar bending, utilizing the first tailored reticle to form openings extending through the second stack structure and over some of the strings of memory cells, wherein centers of the openings over the strings of memory cells are at least substantially aligned with the centers of uppermost surfaces of the strings of memory cells in a direction of the observed pillar bending, and forming upper pillars extending through the second stack structure and over some of the strings of memory cells.

Abstract: An in-memory computation circuit includes a memory array with SRAM cells connected in rows by word lines and in columns by bit lines. A row controller circuit simultaneously actuates word lines in parallel for an in-memory compute operation. A column processing circuit includes a current mirroring circuit that mirrors the read current developed on each bit line in response to the simultaneous actuation to generate a decision output for the in-memory compute operation. A bias voltage for word line driver and a configuration of the current mirroring circuit to inhibit drop of a voltage on the bit line below a bit flip voltage during execution of the in-memory compute operation. The mirrored read current is integrated by an integration capacitor to generate an output voltage that is converted to a digital signal by an analog-to-digital converter circuit.

Abstract: An in-memory computation circuit includes a memory array including sub-arrays of with SRAM cells connected in rows by word lines and in columns by local bit lines. A row controller circuit selectively actuates one word line per sub-array for an in-memory compute operation. A global bit line is capacitively coupled to many local bit lines in either a column direction or row direction. An analog global output voltage on each global bit line is an average of local bit line voltages on the capacitively coupled local bit lines. The analog global output voltage is sampled and converted by an analog-to-digital converter (ADC) circuit to generate a digital decision signal output for the in-memory compute operation.

Abstract: Vehicles and related systems and methods are provided for controlling a vehicle in an autonomous operating mode. One method involves determining a current value for a range of view associated with a sensing device onboard the vehicle, determining a target value for the range of view based at least in part on a speed of the vehicle, and in response to determining the current value is less than the target value, determining a dropback adjustment distance based at least in part on a difference between target value for the range of view and an estimated distance to a closest in path (CIP) vehicle ahead of the vehicle within a current lane of travel, determining a longitudinal trajectory for the vehicle based at least in part on the dropback adjustment distance, and autonomously operating one or more actuators onboard the vehicle in accordance with the longitudinal trajectory.

Abstract: A monolithic implantable device for delivery of an antibody is provided. The implantable device comprises a polymer matrix within which is dispersed a pharmaceutical formulation that includes one or more therapeutic agents and optionally, one or more excipients. The therapeutic agents contain an antibody and the polymer matrix contains a hydrophobic polymer. Within a time period of 35 days, the device exhibits a cumulative weight-based release ratio of the antibody of from about 20% to about 60%.

Abstract: The present invention relates to a composition comprising an aqueous dispersion of submicron-sized polymer particles and micron-sized polymer beads, wherein the polymer particles or beads or both are functionalized with phosphorus acid groups. The composition of the present invention is useful for providing a matte finish on substrates, such as leather, textiles, wallboard, decorative coatings, concrete, and wood, with improved stain resistance. The present invention also relates to a leather substrate coated with a clear matte finish comprising an acrylic or styrene-acrylic polymer film and micron-sized polymer beads, wherein the film or the beads or both are functionalized with a phosphorus acid monomer.

Abstract: Disclosed herein are evaporator assemblies for heat pump systems. The evaporator units can comprise a housing defining an interior chamber, an air inlet and an air outlet. The air inlet and the air outlet can form an air flow path through the interior chamber, and an evaporator unit can be positioned within the interior chamber such that the air flow path contacts the evaporator unit. The air inlet having a semi-circular cross section through which air flows into the interior chamber, the semi-circular cross section having a straight edge and a curved edge. A velocity magnitude of the air flowing from the air inlet into contact with the evaporator unit can deviate less than 0.1 m/s from the average air velocity across the surface area of the evaporator.

Abstract: A method for extracting signatures and assigning signatory name attributions to the extracted signature images from unstructured digital documents is provided. The method includes: receiving a document that includes a signature; detecting a first region within the document in which the signature is present; applying a region-based convolutional neural network to the detected first region in order to demarcate a boundary that surrounds the detected first region; detecting a second region within the document in which a name that relates to the signature is present, by scanning the document to obtain a set of text words and then applying a named entity recognition (NER) machine learning algorithm to determine which text words are names; and assigning a signatory name attribution to the name that is present in the second region, based on a calculated distance between the name and the demarcated boundary.

Abstract: The present invention discloses a method of treating agitation or the signs of agitation in a subject comprising the sublingual administration of an effective amount of an alpha-2 adrenergic agonist, more particularly Dexmedetomidine, or a pharmaceutically acceptable salt thereof. The method is particularly suitable for the treatment of agitation associated with neurodegenerative and/or neuropsychiatric diseases. The present invention also discloses the sublingual administration of an alpha-2 adrenergic agonist, more particularly Dexmedetomidine or a pharmaceutically acceptable salt thereof at a dose that is effective to treat agitation or the signs of agitation in a subject, but does not cause significant sedation.

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: The present disclosure relates to systems, methods, and computer-readable media for utilizing a concept graphing system to determine and provide relationships between concepts within document collections or corpora. For example, the concept graphing system can generate and utilize machine-learning models, such as a sparse graph recovery machine-learning model, to identify less-obvious correlations between concepts, including positive and negative concept connections, as well as provide these connections within a visual concept graph. Additionally, the concept graphing system can provide a visual concept graph that determines and displays concept correlations based on the input of a single concept, multiple concepts, or no concepts.

Abstract: Microelectronic devices include a stack with a vertically alternating sequence of insulative and conductive structures arranged in tiers. A staircased stadium within the stack comprises steps at different tier elevations of a group of the tiers. Treads of the steps are each provided by an upper surface area of one of the conductive structures within the group of the tiers and by an upper surface area of a metal oxide region extending through the one of the conductive structures. A pair of conductive contact structures extends to one of the steps. A first conductive contact structure of the pair terminates at the tread of the step, within the area of the conductive structure. A second conductive contact structure of the pair extends through the tread of the step, within the upper surface area of the metal oxide region. Related fabrication methods and electronic systems are also disclosed.

Abstract: The present disclosure relates to methods and systems for converting Portable Document Format (PDF) documents to LaTeX files. The methods and systems use machine learning models to identify and extract PDF portions of a PDF document. The methods and systems create a LaTeX file for the PDF document using the PDF portions extracted by the machine learning models. The methods and systems provide an output with the LaTeX file for the PDF document. The LaTeX file is used to perform different actions on the PDF document.

Abstract: A method used in forming memory circuitry comprises forming a stack comprising vertically-alternating first tiers and second tiers, with the stack extending from a memory-array region into a stair-step region. The stair-step region comprises a flight of stairs in a first vertical cross-section along a first direction. Masking material is formed directly above the flight of stairs. A species is ion implanted into the masking material to form different-composition first and second regions that are directly above individual of the stairs along a second direction that is orthogonal to the first direction. One of the first and the second regions is removed selectively relative to the other of the first and the second regions.

Abstract: A semiconductor device is described. The semiconductor device includes: a semiconductor substrate having a first main surface; a plurality of gate trenches extending from the first main surface into the semiconductor substrate; a semiconductor mesa between adjacent gate trenches; a first interlayer dielectric on the first main surface; a plurality of first metal contacts extending through the first interlayer dielectric and contacting gate electrodes disposed in the gate trenches; a plurality of second metal contacts extending through the first interlayer dielectric and contacting the semiconductor mesas; and an air gap or a dielectric material having a lower dielectric constant than the first interlayer dielectric between adjacent first and second metal contacts. Methods of producing the semiconductor device are also described.