Abstract: A number of variations may include a method including using at least one of brakes or propulsion energy to steer an autonomous or semi-autonomous vehicle if a primary, secondary or other redundant steering system for an autonomous or semi-autonomous vehicle has failed or is insufficiently unhealthy to perform a desired function, the method including determining if a primary, secondary or other redundant steering system of an autonomous or semi-autonomous vehicle has failed or is not sufficiently healthy to perform a desired function, and if so, converting a steer request into a desired yaw rate, curvature, curvature over time, radius, radius or time or yaw rate acceleration, calculating a brake pressure sufficient to produce the desired yaw rate, curvature, curvature over time, radius, radius or time or yaw rate acceleration, delivering brake pressures signals via a lateral control module to an actuator for at least one brake connected to a wheel of the vehicle so that the brake pressure causes the vehicle ya

Abstract: Collaborative filtering systems based on variational autoencoders (VAEs) are provided. VAEs may be trained on row-wise data without necessarily training a paired VAE on column-wise data (or vice-versa), and may optionally be trained via minibatches. The row-wise VAE models the output of the corresponding column-based VAE as a set of parameters and uses these parameters in decoding. In some implementations, a paired VAE is provided which receives column-wise data and models row-wise parameters; each of the paired VAEs may bind their learned column- or row-wise parameters to the output of the corresponding VAE. The paired VAEs may optionally be trained via minibatches. Unobserved data may be explicitly modelled. Methods for performing inference with such VAE-based collaborative filtering systems are also disclosed, as are example applications to search and anomaly detection.

Abstract: Self-sovereign identity systems and methods for identification documents are disclosed herein. An example method includes transmitting data obtained from a near-field communications (NFC) chip of an object to the service provider. The data can include identifying information for an owner of the object. The method can include receiving a user identity packet from the service provider that is generated by the service provider based on verification of an identity of the owner and validity of the NFC chip, storing the user identity packet on a computing device, receiving a request from a first requesting device or service for the data stored on the NFC chip of the object and transmitting the user identity packet from the computing device to the first requesting device or service instead of the data.

Abstract: Systems and methods are provided for managing and accessing data using one or more data cloud servers. An exemplary method includes: retrieving from one or more external sources, output data; receiving a first instruction from a user to provide access to the output data to a first set of one or more recipient systems; providing the first set of one or more recipient systems with access to the output data; receiving a second instruction from the first set of the one or more recipient systems to provide access to the output data to a second set of the one or more recipient systems; providing the second set of the one or more recipient systems with access to the output data.

Abstract: The present inventors devised a holistic approach for protecting serverless applications in single-cloud, multi-zone, multi-cloud, and/or non-cloud data center computing environments. An illustrative data storage management system discovers application assets, relationships, and interoperability dependencies and creates an “application entity” that references the various assets. Protection preferences apply to the application entity as a whole. An orchestration function in the system coordinates storage management operations (e.g., backup, replication, live synchronization, etc.) in a suitable order of operations gleaned from asset dependencies, if any. A set of copies of the application's discovered assets are generated in coordinated fashion and represent a point-in-time copy of the application. The point-in-time copy can be restored and/or migrated to other computing services by the data storage management system.

Abstract: A system and method for facilitating remote care management involving a patient having an implantable medical device (IMD). Upon establishing a remote care session between a patient controller device and a clinician programmer, wherein the clinician and the patient are remotely located with respect to each other, input from the patient or the clinician may be received via a user interface control associated with a particular functionality or aspect of the remote care session, including audiovisual (AV) communications, remote therapy programming, and related context. Responsive to the user input, a dialog interface is effectuated at one of the patient controller device and/or the clinician programmer. A user characterization label is received via the dialog interface from the user, wherein the user characterization label is indicative of a subjective assessment of the particular functionality of the remote care session, which may be used in generating user-labeled data pertaining thereto.

Abstract: A presser assembly is provided for supporting a carton blank. The presser assembly includes a housing having a cavity formed therein. A presser plunger is telescopically received in the housing. The presser plunger is slidable between a first retracted position wherein the presser plunger is at least substantially received with the cavity in the housing and an extended position wherein the presser plunger projects from the open end of the housing. A magnetic biasing structure urges the presser plunger toward the extended position.

Abstract: A power converter includes a controller for driving a corresponding power switch in the power converter. The controller may have a current sense terminal adapted to sense/receive a current sense signal indicative of a current flowing through the corresponding power switch and a current limit terminal adapted to receive a reference current sense signal indicative of a current flowing through another power switch in the power converter. The controller may turn off the corresponding power switch once the current sense signal reaches a peak value of the reference current sense signal.

Abstract: Medical devices for delivering a plug to a void within a patient. The medical device can include a fluid delivery device and a plug holder (e.g., a plug delivery device) coupled to a distal end of the fluid delivery device. The medical device may be configured such that the delivery of fluid from the fluid delivery device wets the plug, ejects the plug from the plug holder, and pushes the plug through a lumen of an elongate tube to a void within a patient.

Abstract: Device, system, and method for automatically detecting and classifying personally identifiable information (PII) in documents and files. A method includes performing a deterministic rule-based search, in a plurality of stored documents, for PII data-items. If the deterministic rule-based search indicates that a particular document is more likely than not to contain a PII data-items then the method includes: extracting a textual snippet from the particular document, wherein the textual snippets surrounds the PII data-item; adding the textual snippet and the particular document to one or more training datasets utilized for training a Large Language Model (LLM) configured to find PII data-items in documents for Named Entity Recognition (NER) in those documents.

Abstract: As general matrix multiply (GEMM) bottlenecks are ameliorated by tensor parallelism that is distributed to several processors, layer normalization (LN) surfaces as a latent bottleneck as it is not amenable to distribution. LN performance is linear to embedding size, which is extremely large in some AI models. Moreover, aggressive tiling prevents the use of internal pipelining. The disclosed implementation addresses this issue, composing LN from simpler operations and this composition is amenable to pipelining, facilitating efficient implementation of large AI models (e.g., GPTs). In both forward and backward propagation, the pipeline is stretched longer with improved balance across stages. This strategy improves throughput for larger batch-sizes as the workload benefits from pipelining operations for better performance. Furthermore, avoiding stochastic rounding further improves performance. In addition, LayerNorm checkpoints facilitate efficient computation of gradients during backward propagation.

Abstract: Systems for filling and managing a patient's healthcare needs are provided. Some systems and methods described herein relate to a total healthcare fulfillment system. The healthcare fulfillment system of various embodiments is a central portal which coordinates with multiple parties, for example, with physicians, retail pharmacies, mail-order pharmacies, specialty providers, and patients in order to address all of a patient's prescription drug needs or other healthcare needs.

Abstract: Systems, methods, and apparatuses for providing dynamic, prioritized spectrum utilization management. The system includes at least one monitoring sensor, at least one data analysis engine, at least one application, a semantic engine, a programmable rules and policy editor, a tip and cue server, and/or a control panel. The tip and cue server is operable utilize the environmental awareness from the data processed by the at least one data analysis engine in combination with additional information to create actionable data.

Abstract: Push activated intraosseous (IO) access devices include replaceable and rechargeable or non-rechargeable battery packs, or spring driven devices. Intraosseous access devices often require training to ensure correct placement of the access device. The disclosed devices include an intuitive operation with a unidirectional activation and drive force application. The trigger can be both activated and deactivated automatically to prevent premature activation and prevent “backwalling”. The device can include various indicators to further guide a user in placing the device correctly, with little or no training. Devices can further include replaceable battery packs to ensure a full charge is available when the device is used, and to provide a multi-use device that requires less storage.

Abstract: A heat-transfer system includes a cooling circuit configured to convey heated coolant from one or more cooling nodes to one or more heat-rejection devices, and to convey the cooled coolant from the one or more heat-rejection devices to the one or more cooling nodes. Each cooling node facilitates a transfer of heat to the coolant, the heat being from one or more heat-dissipation devices and a corresponding heat load on the respective cooling node. Each heat-rejection device facilitates heat transfer from the coolant to another medium. The heat-transfer system also has a selectively operable flow-control device configured to control a flow rate of the coolant through a segment of the coolant circuit. A control logic selectively operates the flow-control device responsive to an output from one or more sensors to tailor a cooling capacity available to each cooling node to the real-time heat load on the respective cooling node.

Abstract: The system 100 can include: a fleet management system, a motion planner, a vehicle controller, and a track data system. The system can optionally include a user interface. However, the system 100 can additionally or alternatively include any other suitable set of components. The system functions to facilitate waypoint-based command, navigation, and/or control of rail vehicles within a rail network. Additionally or alternatively, the system can function to facilitate execution of the method S100 and/or sub-elements thereof.

Abstract: There is provided a method of controlling an electric vehicle. The method includes obtaining by a controller of the electric vehicle a first state indicator of a state of the electric vehicle, receiving at the controller a status indicator of an operating status of the electric vehicle, and updating by the controller the state of the electric vehicle based on the status indicator to an updated state. The updated state may be associated with a second state indicator. The method also includes determining by the controller a given braking type of a braking to be applied to the electric vehicle. This determining may be based on one or more of the second state indicator and the status indicator. The method also includes applying to the electric vehicle the braking of the given braking type. Systems for applying such braking are also provided.

Abstract: A photovoltaic solar assembly and a switching method therefor. The photovoltaic solar assembly includes an execution junction box, a single master control junction box, and a plurality of solar cell strings that are connected in series; the execution junction box includes a corresponding bypass diode; the master control junction box includes a corresponding bypass diode and a control assembly, and the control assembly is merely arranged in the master control junction box; the solar cell strings are connected in series with each other by means of the corresponding bypass diode of the execution junction box or the corresponding bypass diode of the master control junction box; and the control assembly is used for controlling connection and disconnection between the solar cell strings and a main power circuit.

Abstract: A receiver system comprises upper and lower receiver bodies, a lower receiver body, a bolt carrier, and an action-control lever. The upper receiver body is a semi-automatic firearm upper receiver body. The lower receiver body includes a stock mounting flange having a stock receptacle that is matingly engageable with a receiver engaging portion of a stock. The bolt carrier is slidably disposed within a bolt carrier receiving bore of the upper receiver body. The action-control lever has a hand loop and a first attachment arm having a proximate end portion thereof attached to the hand loop. The first attachment arm is pivotably attached at a distal end thereof to the lower receiver body for being pivoted between a battery-ready position and a cartridge-ejecting position relative to the lower receiver body. The action-control lever is attached to the bolt carrier through an articulating coupling assembly.

Abstract: An illustrative cloud-based air-gapped data storage management (destination) system obtains authorized access to other (source) systems' backup copies, replicates those copies within the destination system, parses supplemental metadata included in the source backup copies, and integrates the replica copies into the destination system as though natively created there. Replica copies are integrated as backup copies without first restoring the source backup copies to a native data format. The source system lacks knowledge of or connectivity with the destination system, thus maintaining an “air gap” between the systems. The destination system preferably operates in a cloud computing environment. The destination system uses supplemental metadata from the replica copies to re-create or mimic the source's computing environment and to restore backed up data from the replica copies.