Abstract: An artificial intelligence (“AI”) engine is disclosed with AI-engine modules and a plurality of learning agents. The AI-engine modules include instructor, learner, and predictor modules. The learner module is configured to train a plurality of AI models in parallel, and the instructor module is configured to coordinate with a plurality of simulators for respectively training the AI models. The learning agents are configured to process training requests from the instructor on data from the simulators for training the AI models. The learner module is further configured to first train the AI models on a first batch of similar data synchronously pooled in a memory of the learner module with a first processor. The learner module is further configured to subsequently train the AI models on a second, different batch of similar data synchronously pooled in the memory of the learner module with the first processor.

Abstract: Presented herein are techniques for extracting features from sound signals received at a hearing prosthesis at least partially based on an environmental classification of the sound signals. More specifically, one or more sound signals are received at a hearing prosthesis and are converted in to stimulation control signals for use in delivering stimulation to a recipient of the hearing prosthesis. The hearing prosthesis determines an environmental classification of the sound environment associated with the one or more sound signals and is configured to use the environmental classification in the determination of a feature-based adjustment for incorporation into the stimulation control signals.

Abstract: In an embodiment, a polycrystalline diamond table includes a plurality of bonded diamond grains and a plurality of interstitial regions defined by the plurality of bonded diamond grains. The polycrystalline diamond table may be at least partially leached such that at least a portion of at least one interstitial constituent has been removed from at least a portion of the plurality of interstitial regions by exposure to a leaching agent. The leaching agent may include a mixture having a ratio of weight % hydrofluoric acid to weight % nitric acid of about 1.0 to about 2.4, and water in a concentration of about 50 weight % to about 85 weight %. Various other materials, articles, and methods are also disclosed.

Abstract: A system to provide a risk relationship life event analytical modeling platform via a back-end application computer server of an enterprise. The system may include a risk relationship data store that contains electronic records representing potential risk relationships between the enterprise and a plurality of entities. Each record may include an electronic record identifier, at least one third-party indication associated with an upcoming life event, and a communication address. The server may determine a selected potential risk relationship and retrieve, from the risk relationship data store, the electronic record associated with the selected potential risk relationship. An analytical model may be executed based on the upcoming life event to generate a proactive notification including information based on the upcoming life event and data in the electronic record. The server may then automatically transmit information about the proactive notification to the communication address.

Abstract: Systems and methods for rendering spatial audio in accordance with embodiments of the invention are illustrated. One embodiment includes a spatial audio system, including a primary network connected speaker, including a plurality of sets of drivers, where each set of drivers is oriented in a different direction, a processor system, memory containing an audio player application, wherein the audio player application configures the processor system to obtain an audio source stream from an audio source via the network interface, spatially encode the audio source, decode the spatially encoded audio source to obtain driver inputs for the individual drivers in the plurality of sets of drivers, where the driver inputs cause the drivers to generate directional audio.

Abstract: An exercise device includes a base defining an inner volume and a top supported by the base, the top defining an aperture. The exercise device further includes a force sensor configured to measure force on the top and a motor disposed within the base and below the top, the motor including a cable extendable through the aperture. The exercise deice further includes a controller communicatively coupled to each of the force sensor and the motor. The controller is adapted to actuate the motor in response to forces applied to the top as measured by the force sensor. The controller may also actuate the motor in response to one or more additional parameters related to the speed or force with which the cable is manipulated (e.g., pulled by a user).

Abstract: Systems and methods are described for generating a plurality of three-dimensional (3D) proxy geometries of an object, generating, based on the plurality of 3D proxy geometries, a plurality of neural textures of the object, the neural textures defining a plurality of different shapes and appearances representing the object, providing the plurality of neural textures to a neural renderer, receiving, from the neural renderer and based on the plurality of neural textures, a color image and an alpha mask representing an opacity of at least a portion of the object, and generating a composite image based on the pose, the color image, and the alpha mask.

Abstract: In some implementations, a device may receive action information, for an action from multiple actions, that indicates at least one of code associated with the action or one or more inputs required to complete the action. The device may receive workflow information, for a workflow included in a set of workflows, that indicates one or more actions from the multiple actions and an order in which the one or more actions are to be completed for the workflow. The device may receive, via an application programming interface (API) call, a request to complete the workflow The device may identify the workflow information associated with the workflow in a data structure. The device may perform the workflow based on the workflow information and the one or more inputs by executing code for the one or more actions indicated by the workflow information and in the order indicated by the workflow information.

Abstract: System, methods, and other embodiments described herein relate to vehicle maneuvering using predictive control with automated driving and contingency planning to preserve safety and increase comfort. In one embodiment, a method includes receiving, by a controller, an operator command associated with a vehicle maneuver while automated driving is engaged. The method also includes adjusting a motion command associated with the vehicle maneuver by applying a predictive control according to motion estimates outputted from the automated driving and the operator command, the predictive control using motion constraints that are constant between time intervals for the vehicle maneuver. The method also includes controlling, by the controller, a vehicle using the motion command for a time step during the time intervals.

Abstract: A snap swivel for fishing includes a snap component and a swivel component. The snap component includes an eye, a first arm member extending down from the eye, a second arm member defining a lever arm, a bottom flexure region extending between the first arm member and the second arm member, and the bottom flexure region exerting a biasing force to urge the second arm member to a relaxed open position. A coil arrangement formed about the first arm member includes an open gap for receipt of a latching hook on the end of the second arm member in interlocking engagement with the first arm member to close the snap with a distal tip of the latching hook contained within the coil arrangement and guarded to prevent snagging or cutting other fishing tackle.

Abstract: Presented herein are techniques for extracting features from sound signals received at a hearing prosthesis at least partially based on an environmental classification of the sound signals. More specifically, one or more sound signals are received at a hearing prosthesis and are converted in to stimulation control signals for use in delivering stimulation to a recipient of the hearing prosthesis. The hearing prosthesis determines an environmental classification of the sound environment associated with the one or more sound signals and is configured to use the environmental classification in the determination of a feature-based adjustment for incorporation into the stimulation control signals.

Abstract: A primatized rodent or swine, and methods of making and using the primatized rodent or swine, are provided.

Abstract: A system for creating folds in textiles. The system includes a tooling plate, a loading assembly, a fold mechanism, a wrangler mechanism, and a door mechanism. The loading assembly enable a user to load a textile into the system. The fold mechanism creates folds in the textile. The wrangler mechanism compacts a textile after folds have been created in it to retain and tighten the folds. The door mechanism opens and closes an opening in the tooling plate through which textiles can be transferred away from the wrangler mechanism. Preferably, the system may also include a robot arm equipped to transfer textiles about the system and a tying machine for applying bindings to textiles.

Abstract: A tool is provided in order to facilitate utilization by users in a wide variety of applications. By way of example, a multipurpose tool may include first and second handles configured for relative movement between a closed position and an open position. At least the first handle includes an axle extending thereacross. The multipurpose tool also includes one or more tool members rotatably mounted upon the axle and foldable into the first handle and first and second jaws rotatably connected to the first and second handles, respectively. At least the first jaw defines an opening through which the axle of the first handle extends. The multipurpose tool further includes a resilient member disposed at least partially within the opening in order to apply a bias force to the first jaw during rotation of the first jaw relative to the first handle.

Abstract: Systems and methods of using a common control scheme to autonomously controlling a vehicle during semi-autonomous and fully autonomous driving modes are provided. In particular, embodiments of the presently disclosed technology incorporate reference tracking for driving input and vehicle state into this common control scheme. In some embodiments, this common control scheme may be implemented using Model Predictive Control (MPC).

Abstract: In some implementations, a device may receive action information, for an action from multiple actions, that indicates at least one of code associated with the action or one or more inputs required to complete the action. The device may receive workflow information, for a workflow included in a set of workflows, that indicates one or more actions from the multiple actions and an order in which the one or more actions are to be completed for the workflow. The device may receive, via an application programming interface (API) call, a request to complete the workflow The device may identify the workflow information associated with the workflow in a data structure. The device may perform the workflow based on the workflow information and the one or more inputs by executing code for the one or more actions indicated by the workflow information and in the order indicated by the workflow information.

Abstract: A method for vision-based tool localization (VTL) in a robotic assembly system including one or more calibrated cameras, the method comprising capturing a plurality of images of the tool contact area from a plurality of different vantage points, determining an estimated position of the tool contact area based on an image, and refining the estimated position based on another image from another vantage point. The method further comprises providing the refined position to the robotic assembly system to enable accurate control of the tool by the robotic assembly system.

Abstract: Presented herein are techniques for training a hearing prosthesis to classify/categorize received sound signals as either including a recipient's own voice (i.e., the voice or speech of the recipient of the hearing prosthesis) or external voice (i.e., the voice or speech of one or more persons other than the recipient). The techniques presented herein use the captured voice (speech) of the recipient to train the hearing prosthesis to perform the classification of the sound signals as including the recipient's own voice or external voice.

Abstract: Aspects and features of this disclosure relate to delivering individualized mental health therapies via networked computing devices. A mental-health-treatment-delivery server outputs a module with video content in connection with a mental health treatment protocol for a user. The mental-health-treatment-delivery server outputs a request for the user to respond to a question or to stimuli. The mental-health-treatment-delivery server receives a response from the user to the question or the stimuli. The mental-health-treatment-delivery server compares the response to stored data to determine information to present to the user. The mental-health-treatment-delivery server receives a command from the server device to present the information to the user. The mental-health-treatment-delivery server outputs the information to an interface of the user device.

Abstract: A thermal expansion system for actuating a remote operated sleeve assembly to open and close ports in a housing for fluidly communicating between a bore of a tubular string in a wellbore to the formation utilizes actuation of a propellant charge to create expanding gas and heat in a combustion chamber to directly act on one side of a piston connected to an axially moveable sleeve supported in the housing to shift the sleeve in one direction. Ignition of another propellant charge in a combustion chamber on an opposing side of the piston is used to directly shift the sleeve in an opposing direction.