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: Example embodiments relate to a system to generate and cause display of a specially configured graphical user interface to receive and present collections of images. According to certain example embodiments, an image analysis system: receives an image file from a client device; generates a hash value based on the image file; performs a comparison of the hash value with a list that comprises a collection of hash values; identifies a match to the hash value among the collection of hash values; assigns a label to the image file in response to identifying the match among the collection of image files from the list; and indexes the image file at a memory location identified by the label assigned to the image file.

Abstract: An at-home medical diagnostic test kit container including a plurality of at-home medical diagnostic test kits is provided herein. In particular, the medical diagnostic test kit container may include a machine-readable code (e.g., QR code) configured to facilitate an augmented reality experience associated with the at-home medical diagnostic test kit container. In some embodiments, a testing and diagnostic platform may facilitate tracking of inventory within the at-home medical diagnostic test kit container and/or may facilitate coordination of prescription medication order fulfillment and delivery upon indication of a medical condition that could benefit from taking prescription medication.

Abstract: Modular storage systems include load sensors disposed beneath or in association with platforms. The load sensors are pulse-sampled for signals corresponding to loads at time intervals, rather than continuously, in order to conserve electrical power. An item associated with a transaction is identified based on a change in the loads, as determined from the pulse-sampled signals. The platforms are aligned at horizontal or non-horizontal angles, and photovoltaic power sources with banks of photovoltaic cells are mounted to front edges of the platforms. When a user reaches over one of the photovoltaic cells to access an item on a platform, a level of power or voltage generated by the photovoltaic cell is diminished. The item closest to the photovoltaic cell having the diminished power or voltage, or a customer that accessed the item, may be identified accordingly.

Abstract: A circuit can include a capacitor that has a semiconductor layer, a dielectric layer, and a conductive layer. The circuit can include an insulating layer and a metal or conductive layer. The metal layer can have a first portion that has a first plurality of fingers, and a second portion that has a second plurality of fingers, which can be interdigitated with the first plurality of fingers. The circuit can include one or more first electrical connections that electrically couple the first portion of the metal layer to the semiconductor layer of the capacitor. The circuit can include one or more second electrical connections that electrically couple the second portion of the metal layer to the conductive layer of the capacitor. A capacitance provided by the interdigitated first and second pluralities of fingers can be at least about 3% of a capacitance provided by the capacitor.

Abstract: Embodiments of the disclosure are drawn to apparatuses and methods for a rotating optical reflector. Optical systems may have a limited field of view, and so in order to expand the area that the optical system collects data from, the field of view of the optical system may be scanned across a target area. The present disclosure is directed to a rotating optical reflector, which includes a transmissive layer which refracts light onto a reflective layer, which has a normal which is not parallel to the axis about which the optical reflector is rotated. The optical reflector may be both statically and dynamically balanced, which may allow an increased size of the optical reflector, which in turn may increase the aperture of an optical system (e.g., a lidar system) using the rotating optical reflector.

Abstract: A multi-stage process for transforming a high sulfur ISO 8217 compliant Feedstock Heavy Marine Fuel Oil involving a core desulfurizing process that produces a Product Heavy Marine Fuel Oil that can be used as a feedstock for subsequent refinery process such as anode grade coking, needle coking and fluid catalytic cracking. The Product Heavy Marine Fuel Oil exhibits multiple properties desirable as a feedstock for those processes including a sulfur level has a maximum sulfur content (ISO 14596 or ISO 8754) between the range of 0.05 mass % to 1.0 mass. A process plant for conducting the process is also disclosed.

Abstract: The disclosure provides novel personalized therapies, kits, transmittable forms of information and methods for use in treating patients having cancer, wherein the cancer is amenable to therapeutic treatment with an inhibitor, e.g., an inhibitor of any of the targets disclosed herein. Kits, methods of screening for candidate inhibitors, and associated methods of treatment are also provided.

Abstract: A laundry detergent composition containing two graft copolymers.

Abstract: A system for integrity monitoring comprises a processor onboard a vehicle, a terrain map database, vision sensors, and inertial sensors. Each vision sensor has an overlapping FOV with at least one other vision sensor. The processor performs integrity monitoring of kinematic states of the vehicle, and comprises a plurality of first level filter sets, each including multiple position PDF filters. A consistency monitor is coupled to each first level filter set. Second level filter sets, each including multiple position PDF filters and a navigation filter, are coupled to the consistency monitor, the map database, the vision sensors, and the inertial sensors. Consistency check modules are each coupled to a respective second level filter set. A third level fusion filter is coupled to each of the consistency check modules. An integrity monitor is coupled to the fusion filter and assures integrity of a final estimate of the vehicle kinematic state statistics.

Abstract: Systems and methods for tokenization to support pseudonymization are provided herein. An example method includes receiving an input set, seeding a random number generator with one or more secret data, transposing the input set using a first random number/transposition parameter generated by the random number generator to create a transposed input set, transposing a token set using a second random number/transposition parameter generated by the random number generator to create a transposed token set, and generating a token by substituting transposed input set values with transposed token set values.

Abstract: The technology described in this application relates to a system and method for using an API for a video game application where the data from the API can be used in various processes and sub-processes. For example, the technology allows a system to create a tournament for a game (e.g., a multiplayer first person shooter game) where data obtained via an API can be used for measuring player participating in the tournament. The technology described herein can also utilize a technique for continuously making API calls without the risk of the API system denying a request (e.g., due to too many frequent API call attempts, due to too many requests made from a single network address).

Abstract: The unique annual herbaceous Cannabis plant variety ‘DRG1’ is provided. The variety can be distinguished by its outstanding features of phenotypic/morphologic features and phytochemical differences from parent and existing strains.

Abstract: The unique annual herbaceous Cannabis plant variety ‘DRG2’ is provided. ‘DRG2’ is intended for use as a medicinal herb for sale in Cannabis dispensaries, and was developed for PTSD, stress, and anxiety.

Abstract: Methods, systems, and apparatuses are provided for a vehicle tethered by a hitch to a trailer. The method includes generating sensor data from one or more sensors that are responsive to forces applied to the hitch by a vehicle mechanically coupled to the hitch; receiving sensor data to compute a direction for the guidance of the trailer; monitoring a set of parameters reflecting forces in a lateral and traverse direction derived from data generated by the sensors wherein the set of parameters include at least one parameter of a magnitude of force, and at least one parameter of the direction of force acting upon the hitch; and calculating at least a rate-of-change of the magnitude of force and direction over time to determine a trajectory for the trailer that enables the trailer to follow the lead vehicle without a tractive effort of the lead vehicle.