Abstract: One embodiment provides an apparatus comprising a memory stack including multiple memory dies and a parallel processor including a plurality of multiprocessors. Each multiprocessor has a single instruction, multiple thread (SIMT) architecture, the parallel processor coupled to the memory stack via one or more memory interfaces. At least one multiprocessor comprises a multiply-accumulate circuit to perform multiply-accumulate operations on matrix data in a stage of a neural network implementation to produce a result matrix comprising a plurality of matrix data elements at a first precision, precision tracking logic to evaluate metrics associated with the matrix data elements and indicate if an optimization is to be performed for representing data at a second stage of the neural network implementation, and a numerical transform unit to dynamically perform a numerical transform operation on the matrix data elements based on the indication to produce transformed matrix data elements at a second precision.

Abstract: Extracellular protein degraders and compositions are provided that have a potent asialoglycoprotein receptor (ASGPR) Binding Ligand bound to an Extracellular Protein Targeting Ligand for the selective degradation of the Target Extracellular Protein, for example immunoglobulin in vivo to treat disorders mediated by the extracellular protein.

Abstract: An apparatus to facilitate optimization of a convolutional neural network (CNN) is disclosed. The apparatus includes optimization logic to receive a CNN model having a list of instructions and including pruning logic to optimize the list of instructions by eliminating branches in the list of instructions that comprise a weight value of 0.

Abstract: The present disclosure describes a telecommunications equipment mount. The mount includes a stabilization frame having a bottom and at least three sides, the bottom and sides defining an open interior cavity, at least one mounting member perpendicular to one of the sides of the stabilization frame and extending outwardly from the side of the stabilization frame a distance, and at least one brace member. The at least one brace member includes a first bracket coupled to one side of the stabilization frame and configured to be secured to the at least one mounting member and a second bracket extending outwardly from the same side of the stabilization frame at an angle. A first end of the second bracket is coupled to a lower end of the first bracket and a second opposing end of the second bracket is configured to be secured to the at least one mounting member at a different location than the first bracket.

Abstract: Compounds and compositions that have an asialoglycoprotein receptor (ASGPR) binding ligand bound to an extracellular protein binding ligand for the selective degradation of the target extracellular protein in vivo to treat disorders mediated by the extracellular protein are described.

Abstract: A tire pressure monitoring system is configured to communicate with a tire pressure sensor and has an antenna assembly and a transmitter. The antenna assembly has a transmitting and a cancelling antenna. The transmitting antenna has a wire loop defined by a plurality of coils with a first terminal and a second terminal. The cancelling antenna has a wire loop defined by a plurality of coils with a first terminal and a second terminal. The arrangement of the transmitting antenna and the cancelling antenna defines a proximal zone wherein a field from the transmitting antenna is configured to be sufficient to actuate the tire pressure monitor, while beyond the proximal zone, a field from the cancelling antenna cancels the field from the transmitting antenna. The transmitter is coupled to the transmitting antenna, and the cancelling antenna. An antenna and methods are likewise disclosed.

Abstract: A suture passer device to pass a suture through a tissue may include a handle, an elongate body, and a suturing head. The suturing head may include a first jaw member and a second jaw member. The first jaw member may include a proximal part and a distal part movable along a length of the proximal part. The distal part may include an opening at a distal end that can capture a length of a suture from a needle. The second jaw member may be pivotally coupled to the first jaw member to form a distal-facing mouth operable to clamp a suture site of the tissue in a closed configuration. The second jaw member can guide the needle toward the opening of the distal part of the first jaw member. A distal portion of the second jaw member may include a movable ramp.

Abstract: A method of determining keypad health is provided. The method includes identifying the frequency of signals associated with the keypad and providing a warning when the frequency reaches a threshold value.

Abstract: A burring device for burring tissue, bone, or cartilage may include a shaft including a burr attached at a distal end. The shaft may be configured at a proximal end to be removably attached to a motor configured to drive a rotational movement of the burr. The device may include a housing configured to house the shaft in a lengthwise direction and at least a portion of the burr. The housing may be configured to allow rotational movement of the burr, and may include, at a distal portion, an opening through which at least a portion of the burr can extend beyond the housing. The shaft or the housing may be configured to be adjustably movable in a linear direction relative to each other so that at least a portion of the burr can extend beyond a distal end of the housing.

Abstract: Flexographic printing members amenable to aqueous (or organic) development do not exhibit the deleterious effects on printing performance characteristic of some conventional alternatives. Embodiments of the invention utilize a photopolymerizable layer comprising, consisting of, or consisting essentially of a photopolymerization initiator and a water-dilutable (but not water-soluble) monomer.

Abstract: Methods, devices and monitoring systems are described that include a hub in communication with sensors that aggregate activities in an enclosure, such as a building. The hub identifies when those activities are occurring more or less often than expected and classifies the activity to piece together and learn the user's or individual's daily activity. Additional satellite devices may be added that increase the range and capacity of the sensors for collecting more information and activity within the building. In this manner, the monitoring systems use a redundant array of sensors to consistently monitor activities occurring in or around a building to create a trail and heatmap of events and activities that the monitoring system's hub classifies, verifies with other sensors, learns, and then correctly processes.

Abstract: A combined multi-spectral and polarization (CMSP) sensor is disclosed that enhances contrast-to-noise ratio (CNR). The CMSP sensor comprises a multi-spectral and polarization (MSP) filter, a single focal plane array (FPA), and a controller. The FPA comprises a plurality of detectors and the MSP filter comprises at least a first bandpass filter having a first frequency range and a second bandpass filter having a second frequency range that is distinct from the first frequency range and a first polarization filter having a first polarization value and a second polarization filter having a second polarization value that is distinct from the first polarization value.

Abstract: A fibrous media suitable for an oil filter comprising a fibrous web formed from synthetic fibers; optionally at least one additive, and a thermoset binder present at a concentration of at least 15 wt.-% by weight of the fibrous web and/or at least one binder fiber, wherein the synthetic fibers comprise up to 30 wt.-%, preferably up to 20 wt.-%, glass fibers, based on the total weight of the fibers. The fibers are bonded with the thermoset binder and/or the at least one binder fiber to form a web; and the fibrous media is capable of forming a self-supporting, pleated oil filter media which is capable of retaining pleats upon contact with oil having a temperature in the range encountered in a combustion engine.

Abstract: A buckle assembly includes a first frame member defining a first slot, which includes a first open end positioned at a first side of the first frame member and which includes a first closed end positioned spaced apart from a second side of the first frame member. The buckle assembly further includes a second frame member defining a second slot, which includes a second open end positioned at a second side of the second frame member and a second closed end positioned spaced apart from a first side of the second frame member, wherein the second frame member is positioned in overlying relationship to the first frame member. The buckle assembly further includes a third frame member is configured to position within a recess defined within the second frame member.

Abstract: A combined multi-spectral and polarization (CMSP) sensor is disclosed that enhances contrast-to-noise ratio (CNR). The CMSP sensor comprises a multi-spectral and polarization (MSP) filter, a single focal plane array (FPA), and a controller. The FPA comprises a plurality of detectors and the MSP filter comprises at least a first bandpass filter having a first frequency range and a second bandpass filter having a second frequency range that is distinct from the first frequency range and a first polarization filter having a first polarization value and a second polarization filter having a second polarization value that is distinct from the first polarization value.

Abstract: A method for operating a vehicle that includes a driveline disconnect clutch is described. In one example, the method adjusts torque of an electric machine in response to a estimated torque capacity of the driveline disconnect clutch. The estimated torque capacity of the driveline disconnect clutch is based on a combined inertia of a dual mass flywheel and the driveline disconnect clutch.

Abstract: Flexographic printing members amenable to aqueous (or organic) development do not exhibit the deleterious effects on printing performance characteristic of some conventional alternatives. Embodiments of the invention utilize a photopolymerizable layer comprising, consisting of, or consisting essentially of a photopolymerization initiator and a water-dilutable (but not water-soluble) monomer.