Abstract: The present disclosure generally relates to a deep neural network (DNN) device utilizing spin orbital-spin orbital (SO-SO) devices. The SO-SO devices each includes two SOT layers, a first spin orbit torque (SOT1) layer, a second spin orbit torque (SOT2) layer, and a ferromagnetic layer disposed between the SOT1 and SOT2 layer. Each SO-SO device further comprises three terminals, one per each SOT layer, for in plane current flow to or from the respective SOT layer, and one for perpendicular current flow through multiple layers, or the overall stack, of the SO-SO device. The SO-SO device thus efficiently provides spin-to-charge and charge-to-spin mechanisms in the same device, and can be flexibility configured to perform various functions of a neural node of a DNN. These functions include storing programmed weights, multiplying inputs and weights and summing such multiplication results, and performing an activation function to determine a neural node output.

Abstract: Methods and devices are described that enable user interactions using a combination of gaze input and touch input. During display of interactive elements on a display of an electronic device, an estimated gaze location of a gaze input is determined. A target interactive element is identified based on the estimated gaze location. Touch input is detected that traverses a first distance in a first direction. A preview of information related to the target interactive element is displayed, where an amount of the information displayed in the preview is based on the first distance traversed by the touch input.

Abstract: Aspects described herein may relate to a transaction exchange platform using a streaming data platform (SDP) and microservices to process transactions according to review and approval workflows. The transaction exchange platform may receive transactions from origination sources, which may be added to the SDP as transaction objects. As the transactions are processed, the transactions may require access to a resource (e.g., a key value in a database). A microservice processing the transaction may request, from a locking microservice, a lock for the resource. The locking microservice may query a local cache to determine whether a lock exists for the resource. If the local cache determines that no lock exists for resource, the locking mechanism may employ a consensus protocol to obtain a lock for the resource from a plurality of clusters. If consensus is reached, a lock for the resource may be granted to the requesting microservice.

Abstract: Control of service provider information collection and, particularly, control of Access Point (AP) location crowdsourcing and time zone information may be provided. A time zone to use in a venue can be determined. A time zone field can be set indicating the time zone. A venue mobility field can be set indicating the venue is mobile. One or more elements comprising the time zone field and the venue mobility field can be sent to a Station (STA), wherein the STA is operable to use the time zone according to the time zone field and based on the venue mobility field indicating the venue is mobile.

Abstract: Methods and apparatus are provided for installing trunk cables in a data center. A set of trunk cables, wound on a rotatable cable reel, is provided. The set of trunk cables comprises a first set of fiber modules connected to respective first ends of the set of trunk cables, wherein the first set of fiber modules are preloaded into the fiber panel removably secured to the cable reel. The cable reel is positioned a first connection point in the data center. A second set of fiber modules, connected to respective second ends of the set of trunk cables, is pulled from the cable reel to a second connection point. The fiber panel corotates with the cable reel during payout of the set of trunk cables. The fiber panel is then secured to data center equipment at the first connection point.

Abstract: The present disclosure generally relates to wireless power transfer systems, and more specifically, relates to using a wireless power system for inductive telemetry communications. Accordingly, the present disclosure describes providing an inductive telemetry control signal to the wireless power coils associated with a transcutaneous energy transfer system to generate a telemetry communication signal. The transcutaneous energy transfer system includes a wireless power transfer transmit coil and a wireless power transfer receive coil. The telemetry communication signal may be transmitted from the wireless power transfer receive coil to the wireless power transfer transmit coil, as well as from the wireless power transfer transmit coil to the wireless power transfer receive coil for bidirectional communication.

Abstract: Various embodiments of the present disclosure provide data storage, processing, and prediction techniques for providing predictive insights within large data prediction domains. The techniques may include generating, using a plurality of source tables for a prediction domain, a plurality of subdomain-specific graphs for the prediction domain. The techniques may include generating a plurality of subdomain-specific embeddings for the plurality of subdomain-specific graphs and a composite graph embedding based on the plurality of graph embeddings and a designated predictive task. The techniques may include initiating the performance of the designated predictive task based on the composite graph embedding.

Abstract: The device 1 includes a main body drive portion (300) including a plurality of driving sources (M11 to M33), a base unit (200) including a coupling device (21) connected to the main body drive portion, a bendable unit (100) detachably attached to the base unit, and a detection unit configured to detect the coupling portions. In the above configuration, the driving sources are driven, and coupling is detected by sensors.

Abstract: A method implemented by a computer system hosting an artificial intelligence (AI) model. The method including receiving, from a first device providing a first type of healthcare related service, a first input related to the first type of healthcare related service. The method further includes receiving, from a second device providing a second type of healthcare related service, a second input related to the second type of healthcare related service. The method further includes generating, by at least using the first input and the second input as part of an input to the AI model, an instruction for a third device providing a third type of healthcare related service, the instruction indicated by an output of the AI model. The method further includes causing, by at least sending the instruction to the third device, the third device to perform the third type of healthcare related service.

Abstract: A system for dynamic trust-based network architectures is provided. The system includes a computer device programmed to: a) store plurality of records for a plurality of network elements, wherein each record of the plurality of records includes a current status of the corresponding network element of the plurality of network elements; b) receive a request for a set of network elements for data transmission; c) scan the plurality of records for a plurality of available network elements for the request; d) select a first set of network elements to meet the request from the plurality of network elements based upon the current status of each of the plurality of available network elements; e) generate a response to the request based upon the first set of network elements; f) receive a confirmation of the response; and g) configure the first set of network elements to complete the data transmission.

Abstract: A loading assembly for providing atomic objects to a confinement apparatus is provided. The loading assembly includes an oven configured to generate an atomic flux of an atomic species/isotope having a non-zero nuclear spin. The loading assembly includes mirror and magnet arrays configured to, when optical beams are provided to the arrays, generate a two-dimensional magneto-optical trap (2D MOT) with a simplified repumping scheme. The 2D MOT is configured to generate a substantially collimated atomic beam from the oven generated atomic flux.

Abstract: Camera equipment used for capturing a live event is expensive and may require professionals to operate the equipment. Such camera equipment is not accessible for capturing events and experiences by everyday users. Suppose media content is captured by lower-cost input devices such as mobile phones with a video camera. A production platform can use computer vision techniques to produce enhanced media content from media content captured by the lower-cost input devices. In one example, the production platform can aggregate and analyze the received media content to extract information and determine blind spots. The production platform can create or retrieve content based on the extracted information and insert the content in the blind spots. The production platform can deliver enhanced media content to an end user device, the enhanced media content may have the received media content and the inserted content.

Abstract: A trigger assembly for a 1911 format pistol comprising of a trigger bow having a forward portion defining a first threaded portion, a threaded fastener having a second threaded portion mateable with the first threaded portion, and a trigger shoe configured to operably engage the threaded fastener to secure the trigger shoe to the trigger bow.

Abstract: An apparatus includes a first and second elongate member that can releasably couple together to in order to cooperate to clamp and staple tissue, a latch member that can latch the first and second elongate member to clamp tissue, a firing assembly that can sever and staple clamped tissue, and a strain measuring assembly associated with the first elongate member. The strain measuring assembly being capable of measuring a strain value on the first elongate member, compare the strain value with a predetermined limit associated with successful staple formation, and generate a signal in response to the comparison.

Abstract: According to an aspect, an implantable device includes a fluid reservoir configured to be implanted in a body of a patient at a first location, an inflatable member configured to be implanted in the body of the patient at a second location, and a pump assembly configured to be implanted in the body of the patient at a third location. The pump assembly is configured to transfer fluid from the fluid reservoir to the inflatable member in response to the implantable device being in an inflation mode, and the pump assembly configured to transfer the fluid from the inflatable member to the fluid reservoir in response to the implantable device being in a deflation mode. The pump assembly includes an electronic control module, an electronically powered pump, a first valve, and a second valve. The electronic control module is configured to activate or deactivate the electronically powered pump.

Abstract: Methods and systems of roll coating are provided. An applicator applies a liquid material onto a receiving roll to form a liquid pattern, which is then directly or indirectly transferred onto a substrate surface under an impression force to form a continuous coating on the substrate surface.

Abstract: A gyroscopic roll stabilizer for a boat includes an enclosure mounted to a gimbal for rotation about a gimbal axis and configured to maintain a below-ambient pressure, and a flywheel assembly including a flywheel and flywheel shaft, with the flywheel assembly rotatably mounted inside the enclosure for rotation about a flywheel axis. The gyroscopic roll stabilizer also includes a motor operative to rotate the flywheel assembly and mounted in a boss that is integrally formed in the enclosure. A motor cooling circuit is configured to transfer heat away from the motor. The motor cooling circuit has a closed fluid pathway for recirculating cooling fluid therein. The fluid pathway extends through the boss so that the cooling fluid circulates through the boss around the motor. The gyroscopic roll stabilizer is configured to transfer heat away from the motor to the cooling fluid. Related methods are also disclosed.

Abstract: A roof integrated photovoltaic system includes a starter bar having a foot base and configured to be installed to a roof deck, a plurality of water shedding layers, and a photovoltaic module. One of the plurality of water shedding layers is configured to be installed over the foot base of the starter bar, and one of another of which is configured to overlap and be installed over the one of the plurality of water shedding layers. The system further includes a foot module configured to be attached to an upper portion of the photovoltaic module. A lower portion of the photovoltaic module is configured to align with the foot base of the starter bar, and the foot module is configured to be affixed on a last overlapping layer of the plurality of water shedding layers to the roof deck.

Abstract: Disclosed herein is an occupant safety restraint system that dampens forces applied to an occupant by belts used for restraining the occupant in the occupant safety restraint system. Energy dampening structures may be disposed in either a seat back portion of an occupant safety restraint system or a seat bottom portion of an occupant safety restraint system (or both) through which shoulder and/or hip belts pass. The energy dampening structures may include deformation members that deform when restraining belts (i.e., shoulder and/or hip belts) contact the deformation members during vehicle collisions or rapid deceleration or acceleration. Deformation of the deformation members reduces or dampens energy in the restraining belts applied to occupants of the occupant safety restraint systems.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for enabling artificial intelligence to display responses in a conversational user interface that are tailored to a user of the interface, to predicted future states, and/or to predicted trajectories that include transitions between multiple states. In one aspect, a method includes initiating a user session with a conversational user interface of an artificial intelligence system that displays, within the conversational user interface, responses to user interactions received during the user session, the responses being generated using one or more machine learning models of the artificial intelligence system. During the user session, the system receives data indicating one or more user interactions within the conversational user interface by a user. The system updates a state record that represents a first state. The system processes the state record to determine potential trajectories for the user session.