Abstract: This disclosure provides systems, methods and apparatuses for classifying traffic flow using a plurality of learning machines arranged in multiple hierarchical levels. A first learning machine may classify a first portion of the input stream as malicious based on a match with first classification rules, and a second learning machine may classify at least part of the first portion of the input stream as malicious based on a match with second classification rules. The at least part of the first portion of the input stream may be classified as malicious based on the matches in the first and second learning machines.

Abstract: An electronic device can include a housing defining an aperture and at least partially defining an internal volume of the electronic device, an electromagnetic radiation emitter and an electromagnetic radiation detector disposed in the internal volume, and an optical component disposed in the aperture. The optical component can include a first and second transparent portions disposed above the electromagnetic radiation detector and the electromagnetic radiation emitter, and an opaque portion disposed between the first and second transparent portions and extending a thickness of the optical component. The first transparent portion, the second transparent portion, and the opaque portion can define a flush exterior surface of the electronic device.

Abstract: A digital pedicle screw assembly may be installed inside of the body of a patient and be configured to sense various attributes of the assembly and the patient. Embodiments may include a receiver having a U-shaped cavity for supporting a longitudinal rod and set screw therein. The receiver may include a lower cavity configured to couple to a pedicle screw and a side portion integrally connected to the receiver and including a housing defining a sealed cavity for supporting a microelectronics assembly and a battery therein. Embodiments may include at least one antenna attached to an outside of the housing and being in electrical communication with the microelectronics assembly, and at least one strain gauge configured to detect a localized force experienced by the receiver and being in electrical communication with the microelectronics assembly.

Abstract: Load sensing spinal implants having at least one sensor and an antenna are disclosed. An example implant may include an interbody cage extending in a longitudinal direction from a proximal end to a distal end and in a widthwise direction from a first lateral end to a second lateral end; and an electronics portion including a housing defining a sealed cavity for supporting an electronics assembly and a battery therein. The implant may include at least one antenna in electrical communication with the electronics assembly; and at least one strain gauge configured to detect a localized force experienced by the interbody cage. The at least one antenna may be configured to transmit information received from the at least one strain gauge to an external device. The electronics assembly may be disposed on the side of the cage, a distal end of the cage, or inside a window of the cage.

Abstract: Described herein is a bounce-reducing cover assembly that is positioned on the top of the cover and riser of a sprinkler to achieve a similar golf ball bounce characteristic as typical golf course turf. The cover assembly has a top surface that is composed of a plurality of vertical fingers or posts, which help achieve the desired bounce characteristics with a golf ball. Specifically, these fingers are flexible and provide some “give” so as to absorb some of the force from an incoming golf ball. Depending on the durometer of the material, size of the fingers, and spacing of the fingers, different bounce characteristics can be achieved.

Abstract: A safety switching system and method for braking an electric motor in a mobile device. A multi-phase shorting system brakes the motor by diverting power from the motor windings. Multiple independent switching units each include a switch control unit controlling multiple normally-closed switches which, in response to a safety controller, close to connect a respective motor winding to electrical ground. An electromechanical brake system mechanically brakes the motor. An independent switching unit includes two normally-open switches which, in response to the safety controller, opens to activate an electromechanical brake. A feedback system communicates to the safety controller a switch failure of any of the switches either as a short circuit fault or an open circuit fault. The feedback system may include an analog and/or a digital feedback system. If a switch failure is detected, the safety controller may activate the multi-phase shorting system and the electromechanical brake system.

Abstract: A wireless communication system may include an electronic device having a wireless communication module. The wireless communication module may include an antenna radiating element on a first surface, a ground ring surrounding the antenna radiating element on the first surface, and a radio component mounted to a second surface. The wireless communication module may be incorporated into a system package that also includes other components. Encapsulation material may cover the wireless communication module and other components. A shielding material may cover the encapsulation material and be coupled to the ground ring. An opening in the shielding material may be aligned with the antenna radiating element. If desired, the wireless communication system may include external equipment having a wireless communication module communicatively coupled to the wireless communication module to convey firmware testing, debugging, restore, and/or other data.

Abstract: Dural repair devices that are configured to effectively and reliably repair the damage of a dural tear due to incidental durotomies are provided, along with methods of use. The devices and methods enhance the ability of a surgeon to repair a patent's dura mater, or dura, during surgery of the central nervous system. The dural repair device has a multi-layer structure configured to exert a pressure or tamponade effect to compress a patient's dura to its state prior to the spinal surgery. Thus, the dural repair devices and methods of use may reduce the patient's risk morbidity, further surgery, spinal headaches, or other injuries and discomforts.

Abstract: A hood for a vehicle is movable between an open position and a closed position for covering a vehicle compartment. The hood includes a hood body having an exterior facing surface and an interior facing surface. A first bracket attached to the interior facing surface of the hood body includes a bottom end having a downward opening slot a rotatable hinge attached to the vehicle in the vehicle compartment for moving the hood body between the open position and the closed position. A second bracket is attached to the vehicle in the vehicle compartment. The second bracket is attached to a distal end of the rotatable hinge and includes a weld stud extending laterally from a side of the second bracket. The first bracket is seated on the weld stud during installation of the hood.

Abstract: Refresh management commands are issued to a memory device in order to cause the refresh of rows in the vicinity of one or more rows being “hammered.” These refresh management commands are each associated with respective row addresses that indicates the row(s) to be refreshed in order to mitigate the likelihood of data being corrupted by “row hammer.” In an embodiment, the refresh management commands are issued in response to a varying number of activate (ACT) commands having been issued since the last refresh management command. The row selected for a given refresh management command may be selected based on rows that have recently been activated. The selection may be based on “pools” of recently activated rows where these pools are of unequal size. The selection from a given pool may be based on algorithmic and/or random techniques.

Abstract: A power cord includes at least one electrically insulated wire, including a wire conductor disposed within an insulated sleeve, and a connection terminal. The connection terminal includes a crimp portion crimped and soldered to the wire conductor at least one end of the at least one insulated wire. The power cord further includes a heat shrink sleeve covering the crimp portion of the connection terminal and a portion of the insulated sleeve of the at least one electrically insulated wire, and an overmold molded around at least a portion of the heat shrink sleeve.

Abstract: A method of making a door involves providing a first door facing including a first raised region and a first panel recessed from the first raised region by a first dimension, and securing a first core insert having a thickness equal to the first dimension to the first raised region. A second door facing including a second raised region and a second panel recessed from the second raised region by a second dimension is provided. A second core insert having a thickness equal to the second dimension is secured to the second raised region. A central core component is secured to the first panel and the first core insert after the first core insert has been secured to the first raised region. The second panel and the second core insert are secured to the central core component after the second core insert has been secured to the second raised region.

Abstract: A vehicle hood assembly can include a vehicle body structure and a hood moveable with respect to the vehicle body structure from a closed state to an opened state. A first linkage can connect the hood to the vehicle body structure and include a first linkage aperture extending therethrough. A second linkage can connect the hood to the vehicle body structure and include a second linkage aperture extending therethrough. A central axis of the first linkage aperture can be coaxial with a central axis of the second linkage aperture if the hood is in the opened state.

Abstract: Systems and methods are configured to provide alternate content during video streaming. Content made up of a plurality of blocks is streamed over a first video stream to a user computing device via a first URI. While streaming, a determination is made that alternate content is available. In response, a signaling mechanism is provided indicating such and a request for the alternate content is received. As a result, a particular block that is currently being provided over the first video stream is suspended and the alternate content is streamed to the user computing entity over a second video stream. Depending on the embodiment, the second video stream may be accessed by re-activating the first URI or by activating a second URI. Upon completion of the alternate content, the particular block that was suspended can be resumed to facilitate continued streaming of the content over the first or second video stream.

Abstract: A turbine engine can include a compressor section, a combustion section, and a turbine section in serial flow arrangement. A combustor in the combustion section can include a combustor liner at least partially defining a combustion chamber. The combustor liner can include at least one aperture fluidly coupled to the combustion chamber.

Abstract: The present invention relates to a CRISPR-Cas based system for targeting nucleic acid sequences. In part, the invention relates to synthetic guiding components for targeting single-stranded sequences, as well as design principles for constructing such components. Also described herein are methods of employing such components, e.g., to repress or activate a desired target within the subject.

Abstract: A ball-CV style transmission suitable for use in a Positive Displacement Motor (PDM). A shaft provides shaft wings received into housing receptacles on a housing. A Unitary Torque Transfer Element (UTTE) is interposed between each shaft wing and housing within each housing receptacle, with a spherical surface on the UTTE received into a recess preferably on the housing. The UTTEs float within their corresponding housing receptacles so as to maintain torque transfer contact between all thrust surfaces during articulated rotation of the shaft with respect to the housing. The UTTEs preferably float generally radially towards the shaft centerline as angular deflection increases during articulated rotation.

Abstract: Systems and methods for real-time detection and mitigation anomalous behavior of a remote vehicle are provided, e.g., vehicle behavior that is consistent with distracted or unexpectedly disabled driving. On-board and off-board sensors associated with a subject vehicle may monitor the subject vehicle's environment, and behavior characteristics of a remote vehicle operating within the subject vehicle's environment may be determined based upon collected sensor data. The remote vehicle's behavior characteristics may be utilized to detect or determine the presence of anomalous behavior, which may be anomalous for the current contextual conditions of the vehicles' environment. Mitigating actions for detected remote vehicle anomalous behaviors may be suggested and/or automatically implemented at the subject vehicle and/or at proximate vehicles to avoid or reduce the risk of accidents, injury, or death resulting from the anomalous behavior. In some situations, authorities may be notified.

Abstract: A DRAM includes at least four groups of memory cores and at least four memory access channel interfaces that, in a first mode, each respectively are to receive memory access commands, directed to a corresponding one of the groups of memory cores. One-half of the memory access channel interfaces are to, in a second mode, each respectively receive memory access commands, directed to a corresponding two of four of the groups of memory cores. The memory access channel interfaces to have electrical connection conductors that lie on opposing sides of at least one line of reflectional symmetry from a second one-half of the one-half of the at least four memory access channel interfaces.

Abstract: A sprinkler includes a compartment that surrounds its riser portion in an offset or asymmetrical configuration. More specifically, the distance of the compartments walls from those of the riser vary (i.e., increase or decrease) at different locations surrounding the riser. Put another way, the riser is closer to one side of the compartment than other sides of the compartment. This non-concentric configuration allows larger components to fit inside the compartment than would otherwise fit if the riser was symmetrically surrounded by the compartment.