Abstract: An apparatus to facilitate supporting 8-bit floating point format for parallel computing and stochastic rounding operations in a graphics architecture is disclosed. The apparatus includes a processor comprising: a decoder to decode an instruction fetched for execution into a decoded instruction, wherein the decoded instruction is a matrix instruction that is to operate on 8-bit floating point operands to perform a parallel dot product operation; a scheduler to schedule the decoded instruction and provide input data for the 8-bit floating point operands in accordance with an 8-bit floating data format indicated by the decoded instruction; and circuitry to execute the decoded instruction to perform 32-way dot-product using 8-bit wide dot-product layers, each 8-bit wide dot-product layer comprises one or more sets of interconnected multipliers, shifters, and adders, wherein each set of multipliers, shifters, and adders is to generate a dot product of the 8-bit floating point operands.

Abstract: An apparatus to facilitate conversion operations and special value use cases supporting 8-bit floating point format in a graphics architecture is disclosed. The apparatus includes a processor comprising a decoder to decode an instruction fetched for execution into a decoded instruction, wherein the decoded instruction to cause the processor to perform conversion operation corresponding to an 8-bit floating point format operand; a scheduler to schedule the decoded instruction and provide input data for an input operand of the conversion operation indicated by the decoded instruction; and conversion circuitry to execute the decoded instruction to perform the conversion operation to convert the input operand to an output operand in accordance with the 8-bit floating point format operand, the conversion circuitry comprising hardware circuitry to rescale, normalize, and convert the input operand to the output operand.

Abstract: Security systems and methods for protecting portable electronic devices from theft are provided. For example, a security system includes a sensor configured to be secured to a portable electronic device, and a monitoring component configured to wirelessly communicate with the sensor and to removably support the sensor thereon, wherein the monitoring component and the sensor are configured to communicate with one another to determine a proximity of the portable electronic device relative to the monitoring component, wherein the monitoring component and/or the sensor is configured to initiate a security signal when the proximity between the monitoring component and the sensor is not within a predetermined range. The sensor and the monitoring component are configured to communicate with one another for initially setting the predetermined range.

Abstract: Disclosed herein are system, method, and computer program product embodiments for providing a security model to customizable live applications in a cloud collaboration platform. The security approach may dedicate a frame to each live application, serving the frame from a different domain than a document in which the live application is embedded. This approach ensures that more stringent security requirements may be required of the live application and allows the data presented to the live application to be narrowly tailored. The security model may further leverage sandbox attributes and content-security policies to restrict the behavior of sandboxed and non-sandboxed live applications in accordance with best security practices.

Abstract: A fastener for securing drywall to a framing member includes an elastomeric sleeve that reduces the transmission of sound through the drywall to the framing member and vice versa.

Abstract: An apparatus for detecting a dispensing event in a bulk product dispensing system includes: a sensor arrangement for detecting flow of product through a detection zone, the sensor arrangement comprising a transmitter module a receiver module, wherein, in use, the flow of product through the detection zone causes a transmission beam between the transmitter module and receiver module to be altered; and at least one retainer for retaining the sensor arrangement about the detection zone. A bulk product dispensing system and method are also provided.

Abstract: Object path planning in a sorting facility is disclosed, including: obtain data describing a trajectory associated with a target object; generate a control signal for a sorting device to perform a sorting operation on the target object based at least in part on the trajectory associated with the target object; and provide the control signal to the sorting device, wherein the sorting device is configured to execute the control signal with respect to the target object.

Abstract: Provided herein are compounds and compositions thereof for modulating hepatocyte growth factors. In some embodiments, the compounds and compositions are provided for treatment of diseases, including neurological disorders.

Abstract: Pick quality determination is disclosed, including: using a pressure meter to sense a pressure associated with an airflow through a gripper mechanism of a diverting mechanism over time during a pick operation on a target object; storing the sensed pressure associated with the airflow through the gripper mechanism over time as a pressure sequence associated with the pick operation on the target object; and correlating the pressure sequence with representative pressure sequences associated with corresponding pick quality types to determine whether the pick operation on the target object was successful or not.

Abstract: A neuromodulation system including a catheter has a balloon along its distal end. An ultrasound transducer positioned within an interior of the balloon can be selectively activated to emit acoustic energy radially outwardly, targeting nerve tissue and other portions of the subject anatomy. Targeted nerve tissue can be heated by the application of ultrasonic energy to neuromodulate the tissue. The system may be delivered over a guidewire. A catheter enhances fluid delivery to a distal end of the catheter while reducing an overall diameter of the catheter. The catheter comprises a guidewire lumen that is eccentric relative to a center axis of the catheter.

Abstract: Through-silicon via dies are described. In an example, a semiconductor die includes a substrate having a device side and a backside. An active device layer is in or on the device side of the substrate. A dielectric structure is over the active device layer. A first die-edge metal guard ring is in the dielectric structure and around an outer perimeter of the substrate. A plurality of metallization layers is in the dielectric structure and within the first die-edge metal guard ring. A plurality of through silicon vias is in the substrate and extend into the dielectric structure and are connected to the plurality of metallization layers. A plurality of backside metallization structures is beneath the backside of the substrate. The plurality of through silicon vias are connected to the plurality of backside metallization structures. A second die-edge metal guard ring is laterally around the plurality of backside metallization structures.

Abstract: A neuromodulation system including a catheter has a balloon along its distal end. An ultrasound transducer positioned within an interior of the balloon can be selectively activated to emit acoustic energy radially outwardly, targeting nerve tissue and other portions of the subject anatomy. Targeted nerve tissue can be heated by the application of ultrasonic energy to neuromodulate the tissue. The system may be delivered over a guidewire. A catheter enhances fluid delivery to a distal end of the catheter while reducing an overall diameter of the catheter. The catheter comprises a guidewire lumen that is eccentric relative to a center axis of the catheter.

Abstract: Techniques for planning object sorting are disclosed, including: receiving a set of current information associated with target objects on a conveyor device; determining a current state of the sorting system, wherein the sorting system comprises an actuator device that is configured to actuate a picker assembly to capture target objects from the conveyor device; determining a sequence of actions to be performed by the actuator device and the picker assembly with respect to one or more target objects based on the set of current information associated with the target objects and the current state of the sorting system; determining a selected subset of actions with respect to an identified target object from the sequence of actions; and sending an instruction to the actuator device to cause the actuator device to perform the selected subset of actions with respect to the identified target object.

Abstract: Object picking optimization is disclosed, including: receiving an image of a target object; inputting the image in a machine learning model that is configured to output a pick probability heat map corresponding to the target object; selecting a pick location on the target object based at least in part on the pick probability heat map corresponding to the target object; and causing a diverting mechanism to perform a pick operation on the target object based at least in part on the pick location.

Abstract: Pick quality determination is disclosed, including: using a pressure meter to sense a pressure associated with an airflow through a gripper mechanism of a diverting mechanism over time during a pick operation on a target object; storing the sensed pressure associated with the airflow through the gripper mechanism over time as a pressure sequence associated with the pick operation on the target object; and correlating the pressure sequence with representative pressure sequences associated with corresponding pick quality types to determine whether the pick operation on the target object was successful or not.

Abstract: An adjustable two piece insulated medicine bottle holder. A tubular shaped top section with an internal insulated sleeve that fits around a medicine bottle, that fits snugly within a tubular bottom section with a closed bottom. A disk of insulated material sits at the bottom of the bottom section, and the top section with the bottle and insulated material is slide down to the disk. The top section includes a threaded rim, and a cap with an center hole is screwed onto the threaded rim. The medicine vial is fully insulated, and the top of the vial is accessible through the central hole. The internal insulated sleeve varies in size to accommodate bottles of different diameters, and the top section can telescope in or out of the bottom section to accommodate bottles of different lengths.

Abstract: Embodiments described herein may be related to apparatuses, processes, and techniques for a barrier that surrounds one or more dies which are electrically coupled with one or more electrical connections on a wafer. The barrier may be a hermetic barrier that is formed on a wafer prior to singulation to prevent moisture intrusion from a side of the wafer that may compromise the one or more electrical connections. Other embodiments may be described and/or claimed.

Abstract: Object path planning in a sorting facility is disclosed, including: obtain data describing a trajectory associated with a target object; generate a control signal for a sorting device to perform a sorting operation on the target object based at least in part on the trajectory associated with the target object; and provide the control signal to the sorting device, wherein the sorting device is configured to execute the control signal with respect to the target object.

Abstract: A data compression system can include a neural compression artifact removal module (NCARM) is arranged to receive compressible data and output data with compression artifacts removed. A lossy compression module can be arranged to at least one of receive and send data to the NCARM and a decompression module arranged to at least one of receive and send data to the NCARM. In some embodiments, the NCARM sends data to the lossy compression module. Alternatively, the NCARM can receive data from the decompression module and/or data from the lossy compression module. Many lossy data compression schemes, including commonly available audio and video compression methods, can benefit from artifact removal.

Abstract: An image processing pipeline includes an image processing system having multiple neural networks arranged to receive multiple input images, with the images having identifiable objects and noise features. A first neural network provides image information to a second neural network that recurrently processes the image information to both improve output presentation of identifiable objects and reduce noise features. In some embodiments other local or remote neural networks can be arranged to modify at least one of an image capture setting, sensor processing, global post processing, local post processing, portfolio post processing, or provide latent vectors or neural embedding information.