Abstract: A manufacturing system has a machine learning (ML) system having one or more neural networks and a configuration file associated with a trained neural network (NN), a structured data store having interfaces to the ML system a test automation application, a training store, a reference parameter store, a communications store, a trained model store, and one or more processors to control the data store to receive and store training data, allow the ML system to access the training data to train the one or more NNs, receive and store reference parameters and to access the reference parameters, receive and store prediction requests for optimal tuning parameters and associated data within the communication store, to provide requests to the ML system, allow the ML system to store trained NNs in the trained models store, and to recall a selected trained NN and provide the prediction to the test automation application.

Abstract: Devices, systems and methods for altering functioning of a tissue/organ by application of force thereto. In one preferred embodiment, a device for reducing or preventing regurgitation of blood through a valve of a heart is provided. A device may include a main body having a segment adapted to apply force to a surface of tissue/organ and a member that applies counterforce to the force applied by the segment. Kits are provided in which devices having varying lengths and widths can be selected for the best fit for a particular location of treatment. A width sizing instrument may be provided. A length sizing instrument may be provided. A separate sleeve and/or pad may be provided which may be first anchored to the tissue/organ before fixing the device thereto.

Abstract: A method for performing a fundamental computational primitive in a device is provided, where the device includes a processor and a matrix multiplication accelerator (MMA). The method includes configuring a streaming engine in the device to stream data for the fundamental computational primitive from memory, configuring the MMA to format the data, and executing the fundamental computational primitive by the device.

Abstract: A neuromodulation therapy is delivered via at least one electrode implanted subcutaneously and superficially to a fascia layer superficial to a nerve of a patient. In one example, an implantable medical device is deployed along a superficial surface of a deep fascia tissue layer superficial to a nerve of a patient. Electrical stimulation energy is delivered to the nerve through the deep fascia tissue layer via implantable medical device electrodes.

Abstract: A neuromodulation therapy is delivered via at least one electrode implanted subcutaneously and superficially to a fascia layer superficial to a nerve of a patient. In one example, an implantable medical device is deployed along a superficial surface of a deep fascia tissue layer superficial to a nerve of a patient. Electrical stimulation energy is delivered to the nerve through the deep fascia tissue layer via implantable medical device electrodes.

Abstract: Methods and apparatus for ion accumulation are disclosed. An apparatus for ion accumulation includes multiple regions. A first region receives and transfers ions to a second region using a first drive potential. The second region is switchable between a first state where it generates a first electric field preventing ions from further movement and entering a third region, and a second state where it generates a second electric field that guides the ions toward the third region. When in the first state, the ions are prevented from further movement by the first electric field, which causes the ions to accumulate in the second region. When in the second state, the ions are moved from the second region to the third region by the second electric field. A method of accumulating ions involves switching an electric field applied to a region between a trap state and a release state.

Abstract: A mounting structure has characteristics, properties, or features that provide stability for the accessories mounted or supported in relation thereto. The mounting structure may be in the form of a rigid or a semi-rigid composition, which may be formed at least in part by, or sufficiently covered or coated with, a material having a damping capacity, or an ability to isolate an accessory for a vessel, a slotted track supported in relation to the vessel, or a mounting arrangement supported in relation to the vessel or the slotted track. The mounting structure may be in the form of an extension arm for offsetting the accessory laterally, crosswise or transversely in relation to the vessel, slotted track, or mounting arrangement. The extension arm may include, or carry, a surface, that is configured to interlock with a surface of a mating structure, namely, a mounting arrangement and/or an accessory or accessory mount.

Abstract: One example of an internet protocol (IP) keyboard, video, mouse (KVM) device includes a universal serial bus, a display port, a network port, and a processor. The USB port is to be communicatively coupled to a host device. The display port is to be communicatively coupled to the host device. The network port is to be communicatively coupled to a network. The processor is communicatively coupled to the USB port, the display port, and the network port. The processor is to receive, via the display port, a multi-stream transport (MST) DisplayPort signal; demux the MST DisplayPort signal to provide a plurality of individual video streams; and output, via the network port, each individual video stream.

Abstract: The invention generally relates to systems, methods, and devices for ex vivo organ care. More particularly, in various embodiments, the invention relates to caring for a liver ex vivo at physiologic or near-physiologic conditions.

Abstract: Systems, methods, and devices for a method for determining a recommended cycling event. In one embodiment, a method includes receiving ride data associated with a rider of a bicycle and collected by a plurality of sensors during a ride on a trail, determining a recommended cycling event for the rider by processing the ride data through an AI model trained with previously received ride data collected during a plurality of rides on a plurality of trails, and providing the recommended cycling event to a user device associated with the rider.

Abstract: Systems, methods, and devices for determining a cycling simulation of a trail ride. In one embodiment, a method includes receiving ride data collected by a plurality of sensors during a ride on a trail. The ride data is segmented into a plurality of time segments. The plurality of sensors are mounted to a bicycle or a rider of the bicycle. The method further includes determining a resistance model for the rider and the ride by determining a resistance variable for each time segment based on the received ride data and determining a power variable necessary to overcome each of the resistance variable at each respective time segment based on a plurality of user specific variables. The method further includes determining a cycling simulation of the ride based on the resistance model and providing the cycling simulation of the ride to a smart trainer device.

Abstract: An automated teller machine comprises a communications module; an image module; a processor; and a memory coupled to the processor storing instructions that, when executed by the processor, configure the processor to receive a first cheque for deposit; engage the image module to capture an image of the first cheque; send, via the communications module and to a server computer system, a signal that includes the image of the first cheque for acceptance; send, via the communications module and to an automated teller machine switch, a signal that includes a request for transaction authorization approval based on the first cheque; receive, via the communications module and from the server computer system, a signal that includes an indication of acceptance of the image of the first cheque; receive, via the communications module and from the automated teller machine switch, a signal that includes an indication of approval of the request for the transaction authorization based on the first cheque; and responsive to r

Abstract: A computer-implemented method, system and computer program product for maximizing system scalability while guaranteeing enforcement of service level objectives. A request is received to access a backend database in a hierarchy of backend databases that includes heterogenous computing resources with a dynamic range of performance. Upon receiving the request, a reinforcement learning based filter determines if the request's frequency of access exceeds a cutoff frequency. If the received request is not filtered, but instead, is passed through the filter, then one of the backend databases in the hierarchy is selected. Such a selection is made by a load balancer that is trained using reinforcement learning to select the optimal backend database taking into consideration the storage size and speed of the backend databases as well as taking into consideration the user-specified service level objective to be met by the request to guarantee enforcement of such a service level objective.

Abstract: A door system includes a door jamb, a door panel, a window disposed in the door panel, a plurality of electronic components, a hinge pivotally coupling an edge of the door panel to the door jamb, and a control system disposed within the door panel. The plurality of electronic components include an electronic locking mechanism coupled to the door panel, a camera coupled to the door panel, a sensor configured to facilitate detecting at least one of sound or activity proximate the door panel, and a backup battery disposed in at least one of the door jamb or the door panel. The edge of the door panel is configured to receive power from an external power source to power the plurality of electronic components. The backup battery is configured to power at least one of the plurality of electronic components in an event of power loss from the external power source.

Abstract: A printed circuit board having an electrically insulative layer and a conductive solder pad. The conductive solder pad is disposed at least partially over the electrically insulative layer, and defines a solder contact area. The solder contact area is configured for making an electrical connection to an electrical component via laser soldering. The printed circuit board further includes a solder mask coating the conductive solder pad and defining an exposed area of the conductive solder pad. The conductive solder pad protects the electrically insulative layer from incident heat during the laser soldering by extending a length underneath the solder mask along a periphery of the exposed area.

Abstract: A communications connection system includes an adapter module defining at least first and second ports and at least one media reading interface mounted at one of the ports. The first adapter module is configured to receive a fiber optic connector at each port. Some type of connectors may be formed as duplex connector arrangements. Some types of adapters may include ports without media reading interfaces. Some types of media reading interfaces include contact members having three contact sections.

Abstract: A system for managing a cellular network implemented based on O-RAN standards includes an O-DU for generating a first control-plane message requesting a first set of radio resources responsive to a scheduled uplink transmission from a user device, where the first set of radio resources includes an assigned portion of a carrier signal allocated for the uplink transmission; an interposer unit for receiving the first control-plane message, and generating a second control-plane message requesting a second set of radio resources including a remaining portion of the carrier signal; and an O-RU for receiving the first and second control-plane messages, receiving the uplink transmission, and generating user-plane message(s) including first and second digitized data correlated with the first and second control-plane messages. The interposer unit sends the first digitized data to the O-DU without sending the second digitized data, and monitors the carrier signal using the first and second digitized data.

Abstract: Provision of a chimeric antigen receptor (CAR) comprising a disialoganglioside (GD2)-binding domain which comprises •a) a heavy chain variable region (VH) having complementarity determining regions (CDRs) with the following sequences: •b) a light chain variable region (VL) having CDRs with the following sequences: T cells expressing such a CAR are useful in the treatment of some cancers.

Abstract: A method for application of account and transaction controls on a payment token includes: storing, in a first device of a system, a control profile including a token number and transaction controls; storing, in a second device of the system, a token profile including the token number and a corresponding account number; receiving, at the first device, a transaction message including a data element having the token number and additional transaction data; determining, by the first device, compliance with the transaction controls based on the additional transaction data; transmitting the transaction message from the first to the second device; replacing, by the second device, the token number with the account number in the transaction message; and transmitting, by the second device, the transaction message to a financial institution associated with the account number.