Abstract: A computer system is provided that is programmed to select feature sets from a large number of features. Features for a set are selected based on metagradient information returned from a machine learning process that has been performed on an earlier selected feature set. The process can iterate until a selected feature set converges or otherwise meets or exceeds a given threshold.

Abstract: The present disclosure is generally directed to an attachment mechanism suitable for attaching a module to an object, e.g. to a portion of a drug delivery device. Further, the disclosure is directed to an electronic system, e.g. an electronic add-on module, which is configured to be, e.g. releasably, attached to a drug delivery device as well as an assembly including the electronic add-on module as well as the drug delivery device. The attachment mechanism may include at least one attachment member with a longitudinal axis, an adhesive distal end surface and an opposite adhesive proximal end surface.

Abstract: Embodiments of the disclosed subject matter provide a device that includes an organic light emitting device (OLED), and a drive circuit to control the operation of the OLED, comprising a response time accelerator thin film transistor (TFT) configured to short or reverse bias the OLED for a predetermined period of time during a frame time. Other embodiments include an OLED having a plurality of sub-pixels, where one or more of sub-pixels configured to emit light of at least a first color comprises a first emissive area and a second emissive area that are independently controllable, where the first emissive area is larger than the second emissive area. The controller is configured to control the second emissive area to have (i) a higher brightness, and/or (ii) a higher current density than the first emissive area for a first sub-pixel luminance level that is less than a maximum luminance.

Abstract: Disclosed is a physical unclonable function generator circuit and method. In one embodiment, a physical unclonable function (PUF) generator comprising: a plurality of PUF cells, wherein each of the plurality of PUF cells comprises a first MOS transistor and a second MOS transistor, wherein terminal S of the first MOS transistor is connected to terminal D of the second MOS transistor at a dynamic node, terminal D of the first MOS transistor is coupled to a first bus and terminal G of the first NMOS transistor is coupled to a second bus, and terminals S and G of the second NMOS transistor are coupled to ground; a plurality of dynamic flip-flop (DFF) circuits wherein each of the plurality of DFF circuits is coupled to each of the plurality of PUF cells respectively; a population count circuit coupled to the plurality of DFF circuits; and an evaluation logic circuit having an input coupled to the population count circuit and an output coupled to the plurality of DFF circuits.

Abstract: Liquid chromatography systems described herein are smaller in size and with a reduced extra-column volume due to direct connection of a liquid chromatography column and/or detector to an injector valve and due to eliminating the need for a column oven by relying on heating of the liquid chromatography column and detector by a preheater. The size of the liquid chromatography systems are enough that the liquid chromatography systems may be deployed adjacent to automated sample preparation robotics, adjacent to a process stream, or adjacent to the inlet of a mass spectrometer. In addition, the extra-column volume of the liquid chromatography systems may be reduced by eliminating many of the connection tubes and by situating components of the liquid chromatography system in closer proximity.

Abstract: Examples determine a reference complex impedance of a reference cell over a range of one or more frequencies. Examples determine an in situ complex impedance, over the range of one or more frequencies, of each of one or more cells of a battery with measurement equipment, the battery and the measurement equipment in situ in an end use system, the measurement equipment including sense conductor(s) coupled to each cell and force conductor(s) coupled to the battery. For each cell of the battery, examples determine a model complex impedance that, when in combination with the impedance of the cell, accounts at least in part for a difference between the in situ impedance of the cell and the reference impedance, the examples then adjust the in situ impedance as a function of the model impedance. Examples control operation of the battery based on the adjusted impedance of each of the particular cells.

Abstract: The invention provides compounds having Formula (I): or a pharmaceutically acceptable salt thereof, as well as pharmaceutical compositions comprising the same, processes for their preparation, and methods of treating and preventing HIV infection by their administration.

Abstract: A wireless sensor for an associated machine or machine part which includes a communications module that wirelessly transmits data related to the associated machine or machine part. The communications module is mounted on the sensor and the sensor is disposed under the bottom side of the control circuitry. A sensor is configured to measure one or more properties of the associated machine or machine part.

Abstract: A hierarchical network enables access for a stacked memory system including or more memory dies that each include multiple memory tiles. The processor die includes multiple processing tiles that are stacked with the one or more memory die. The memory tiles that are vertically aligned with a processing tile are directly coupled to the processing tile and comprise the local memory block for the processing tile. The hierarchical network provides access paths for each processing tile to access the processing tile's local memory block, the local memory block coupled to a different processing tile within the same processing die, memory tiles in a different die stack, and memory tiles in a different device. The ratio of memory bandwidth (byte) to floating-point operation (B:F) may improve 50× for accessing the local memory block compared with conventional memory. Additionally, the energy consumed to transfer each bit may be reduced by 10×.

Abstract: Provided herein are formulations, methods and substituted thieno[3,2-d]pyrimidine, furo[3,2-d]pyrimidine, and pyrrolo[3,2-d]pyrimidine compounds of Formula (I) for treating Pneumovirinae virus infections, including respiratory syncytial virus infections, as well as methods and intermediates for synthesis of substituted thieno[3,2-d]pyrimidine, furo[3,2-d]pyrimidine, and pyrrolo[3,2-d]pyrimidine compounds.

Abstract: Data collection devices for attachment to injection devices are disclosed. In one embodiment, the data collection device includes: a body attachable to a dial member of the injection device, a sensor arrangement comprising a sensor and a scale, and a processor. The sensor is configured to detect a rotation of the body relative to a trigger of the injection device. The processor is configured to detect a rotation of the body relative to the trigger. One of the sensor and the scale is arranged in or on the body and wherein the other one of the sensor and the scale is located on the trigger or is rotationally lockable to the trigger configured to detect a rotation of the body relative to the trigger.

Abstract: Phospholipid compounds and methods of using the same, singly or in combination with additional agents, and pharmaceutical formulations of said compounds for the treatment of viral infections are disclosed.

Abstract: In one embodiment, a method of intermingling stereoscopic and conforming virtual content to a bounded surface is performed at a device that includes one or more processors, non-transitory memory, and one or more displays. The method includes displaying a bounded surface within a native user computer-generated reality (CGR) environment, wherein the bounded surface is displayed based on a first set of world coordinates characterizing the native user CGR environment. The method further includes displaying a first stereoscopic virtual object within a perimeter of a first side of the bounded surface, wherein the first stereoscopic virtual object is displayed in accordance with a second set of world coordinates that is different from the first set of world coordinates characterizing the native user CGR environment.

Abstract: One embodiment sets forth a technique for performing matrix operations. The technique includes traversing a tree structure to access one or more non-empty regions within a matrix. The tree structure includes a first plurality of nodes and a second plurality of nodes corresponding to non-empty regions in the matrix. The first plurality of nodes includes a first node representing a first region and one or more second nodes that are children of the first node and represent second region(s) with an equal size formed within the first region. The second plurality of nodes include a third node representing a third region and one or more fourth nodes that are children of the third node and represent fourth region(s) with substantially equal numbers of non-zero matrix values formed within the third region. The technique also includes performing matrix operation(s) based on the non-empty region(s) to generate a matrix operation result.

Abstract: One embodiment sets forth a technique for performing matrix operations. The technique includes traversing a tree structure to access one or more non-empty regions within a matrix. The tree structure includes a first plurality of nodes and a second plurality of nodes corresponding to non-empty regions in the matrix. The first plurality of nodes includes a first node representing a first region and one or more second nodes that are children of the first node and represent second region(s) with an equal size formed within the first region. The second plurality of nodes include a third node representing a third region and one or more fourth nodes that are children of the third node and represent fourth region(s) with substantially equal numbers of non-zero matrix values formed within the third region. The technique also includes performing matrix operation(s) based on the non-empty region(s) to generate a matrix operation result.

Abstract: The exemplary embodiments may determine a temperature set point for an outlet heater or cooler based on available information without requiring user input or requiring only minimal user input. The exemplary embodiments may estimate the temperature set point of the outlet heater based on available information, such as pressure delta along the column, temperature at the inlet of the chromatography column, and volumetric flow rate. In some instances, the estimate may be normalized for column dimensions, such as length and diameter. Tailing factor may also be used in determining the estimate. The estimate is not computationally burdensome and can be recalculated as the chromatography column is in use.

Abstract: A myringotomy device includes a housing; an elongated tube extending from the housing; and a retractable cutting tool extendable through the elongated tube, the cutting tool comprising a blade. The cutting tool is configured such that when advanced, the blade of the cutting tool extends beyond a distal end of the elongated tube. The cutting tool is also configured such that when retracted, the blade is retracted into the elongated tube and a fluid conduit is created from the distal end of the elongated tube to the housing.

Abstract: The present invention resides in a collar assembly to impede ingress of insects through a concrete slab, the collar assembly comprising two or more base members; and at least one flange member slideably engageable with the two or more base members. The present invention alleviates the problems associated with ingress of insects through a space between pipes and a concrete slab.

Abstract: An apparatus includes at least one processing device configured to obtain input frames from a video. The at least one processing device is also configured to generate a forward flow from a first input frame to a second input frame and a backward flow from the second input frame to the first input frame. The at least one processing device is further configured to generate an occlusion map at an interpolated frame coordinate using the forward flow and the backward flow. The at least one processing device is also configured to generate a consistency map at the interpolated frame coordinate using the forward flow and the backward flow. In addition, the at least one processing device is configured to perform blending using the occlusion map and the consistency map to generate an interpolated frame at the interpolated frame coordinate.

Abstract: The present disclosure provides a medical optical fiber comprising a renewable distal end. The renewable distal end comprising several detachable segments where the detachable segments can be selectively and/or automatically detached to renew the distal most tip of the optical fiber.