Abstract: Apparatus and methods are disclosed, including transistors, semiconductor devices and systems with isolation structures. Example semiconductor devices and methods include isolation structures with tapered sidewalls that intersect along a line at a trench bottom. Example semiconductor devices and methods are shown with different isolation structures in peripheral circuitry compared to isolation structures in a memory array.

Abstract: A rotary valve including a port housing, a port, an axially actuated rotary sleeve disposed within the port housing, the sleeve having a plurality of apertures in fluid communication with the port; and an insert disposed within the sleeve, the insert having an opening, the sleeve being rotatable to align one of the plurality of apertures with the opening. A rotary valve including a port housing, having a port, an axially actuated rotary sleeve disposed within the port housing, the sleeve having an aperture; and an insert disposed within the sleeve, the insert having a plurality of openings of distinct size from one another, the aperture of the sleeve being selectively alignable with one of the plurality of openings.

Abstract: A system describing Unlimited Range Drive capabilities of electric vehicles using machine learning techniques, assisted by intelligent battery modules and high voltage continuous variable power plant, the intelligent battery and power plant modules work in harmony and continuously provide feedback to each other, causing a battery to recharge while the other is in use to drive, this charging/recharging process and dynamically switching battery in use is continued until physical life of batteries is exhausted approximately 10 to 15 years, dynamic coordination of modules with dynamic switching of batteries, achieves unlimited range drive capabilities which may exceed 1 million mile drive on a single high voltage battery charge, the system provides clean environment and cost effective solution, this platform can be implemented in larger chassis including, but not limited to light duty trucks and vans up to heavy duty cargo tractor trailer and commercial public transportation buses.

Abstract: Implementations relate to generating multi-modal response(s) through utilization of large language model(s) (LLM(s)). Processor(s) of a system can: receive natural language (NL) based input, generate a multi-modal response that is responsive to the NL based output, and cause the multi-modal response to be rendered. In some implementations, and in generating the multi-modal response, the processor(s) can process, using a LLM, LLM input (e.g., that includes at least the NL based input) to generate LLM output, and determine, based on the LLM output, textual content for inclusion in the multi-modal response and multimedia content for inclusion in the multi-modal response. In some implementations, the multimedia content can be obtained based on a multimedia content tag that is included in the LLM output and that is indicative of the multimedia content. In various implementations, the multimedia content can be interleaved between segments of the textual content.

Abstract: Methods, systems, devices, and tangible non-transitory computer readable media for saliency visualization are provided. The disclosed technology can include receiving a data input including a plurality of features. The data input can be segmented into regions. At least one of the regions can include two or more of the features. Attribution scores can be respectively generated for features of the data input. The attribution scores for each feature can be indicative of a respective saliency of such feature. A respective gain value for each region can be determined over one or more iterations based on the respective attribution scores associated with the features included in the region. Further, at each iteration one or more of the regions with the greatest gain values can be added to a saliency mask. Furthermore, at each iteration a saliency visualization can be produced based on the saliency mask.

Abstract: A smoking article is provided, having a component housing including a power source, and a tubular housing having a first end and a longitudinally-opposed second end, wherein the first or second end is configured to receive the component housing. The tubular housing includes an outer wall defining a cylindrical cavity. An aerosol-generating element is configured to be received within the cylindrical cavity, wherein the aerosol-generating element is configured to produce an aerosol in response to heat. An associated aerosol-generating element and related production methods are also provided.

Abstract: A method includes determining, by an assistant executing at one or more processors, a default group of actions that the assistant is configured to execute in response to receiving a particular audible command. The method includes determining, by the assistant, based on the default group of actions and a user profile associated with a particular user, a custom group of actions that the assistant is configured to execute in response to receiving the particular audible command from the particular user. The method also includes receiving, by the assistant, an indication of the particular audible command, and determining, by the assistant, whether the indication of particular audible command originated from the particular user. The method further includes, responsive to determining that the indication of particular audible command originated from the particular user, executing, by the assistant, each action from the custom group of actions.

Abstract: The present disclosure provides a method of preparing whitened tobacco composition including chemically pulping a tobacco material to form a tobacco pulp, extracting the tobacco pulp with an extraction solution, treating the tobacco pulp with a solution comprising an oxidizing agent for a time and at a temperature sufficient to lighten the color of the tobacco pulp to give a whitened tobacco pulp, and drying the whitened tobacco pulp to provide the whitened tobacco composition. Alternative bleaching processes and treatment methods effective for preparing whitened tobacco compositions are also provided herein.

Abstract: The present invention may be embodied as a DC-DC step-up converter assembly comprising a multiple-layer PCB and a converter circuit. The converter circuit comprising a boost controller, an inductor, a capacitor, and a resistor. The boost controller, inductor, capacitor, and resistor are all supported on one side of the multiple-layer PCB.

Abstract: Implementations are directed to utilizing an assistant to automatically navigate an interactive voice response (IVR) tree to arrive at a target state during an assisted telephone call. The assistant can receive input to initiate the assisted telephone call, identify an entity to engage with, on behalf of the user, and during the assisted telephone call, based on the input, and identify an IVR tree stored in association with the entity. In various implementations, navigation of the IVR tree can be modified based on interaction(s) detected at a client device subsequent to initiating the assisted telephone call. In various implementations, the assisted telephone call can be initiated from a search interface, and the target state can be associated with a given search result. In various implementations, the IVR tree can be dynamic in that only a subset of candidate state(s) of the IVR tree may be available as the target state.

Abstract: Systems and methods for providing guidance to an operator of an ultrasound device that comprises an ultrasound probe housing that contains a plurality of probes. In embodiments, images of inside a body of a patient generated in accordance with reflected ultrasonic waves from the probes are received, the images are processed to identify a needle that has been inserted into the body of the patient, and a notification to the operator is generated based on one or more of a distance or direction of the needle relative to a location of an anatomical part also identified by processing of the images, a distance or direction of the needle relative to an internal target body location also identified by processing of the images, or a distance or direction of the needle relative to a desired path of the needle also identified by processing of the images.

Abstract: A method and apparatus are disclosed for a multi-processor SoC which includes an execution domain processor for running an execution domain which hosts independent software partitions by accessing, for each software partition, one or more SoC resources; a control point processor that generates control data with pre-emption vectors for controlling access to the SoC resources by identifying at least a first SoC resource that each software partition is allowed to access; and an access control circuit connected between the execution domain and the SoC resources and configured to provide, in response to the control data, a dynamic runtime isolation barrier which enables the execution domain processor to switch between software partitions in response to a pre-emption interrupt trigger by fetching partition instructions from a corresponding pre-emption interrupt vector address in memory that is associated with the pre-emption interrupt trigger.

Abstract: Systems and methods are disclosed for automatically determining property value, the systems and methods perform operations comprising: receiving, by a server, subject real-estate property listing information associated with a subject real-estate property; identifying a plurality of comparable real-estate property listings based on attributes of the subject real-estate property listing information; processing the subject real-estate property listing information together with the plurality of comparable real-estate property listings using a trained machine learning technique to predict a value for the subject real-estate property, the trained machine learning technique being trained to jointly establish a relationship between weights assigned to a set of training comparable real-estate property listings and value adjustments of the set of training comparable real-estate property listings and a value of a real-estate property of interest; and performing an action with respect to the subject real-estate property

Abstract: A device for implantation at a treatment site in the body of a patient for the removal of fluid from the treatment site. The device includes a conduit structure at least in part defining a fluid removal lumen, and a porous bioresorbable sheath surrounding a portion of the conduit structure. The conduit structure comprises a removable component configured for removal from the treatment site upon completion of treatment.

Abstract: Aspects describe a dual-planar retaining piece for stabilizing and securing earpiece in a wearer's ear. The retaining piece is either fixed or removable from the earpiece. The retaining piece includes a first cantilevered portion shaped to flexibly fit under the antitragus of a wearer's ear when the earpiece is worn, a second cantilevered portion shaped to flexibly fit under the antihelix of the wearer's ear when the earpiece is worn, and at least one attachment feature that couples the retaining piece to a body of the earpiece, wherein the body is shaped to fit in the lower concha of the wearer's ear when the earpiece is worn. In aspects, the first and second cantilevered portions are integrally formed.

Abstract: A bioresorbable device for implantation in the body of a patient for administering fluid and/or negative pressure to a treatment site. The device includes a bioresorbable resilient truss for holding two tissue surfaces spaced apart. The truss has two flexible elongate wall members wound in a manner to define a channel, the two elongate wall members intersecting each other periodically at a plurality of cross-over nodes. The truss also includes at least two flexible elongate bracing members, each bracing member being mechanically linked to the two elongate wall members at a plurality of the cross-over nodes.

Abstract: A method of providing a personalized audio briefing to a user is performed at an electronic device. The device receives identification of information sources associated with the user. Each of the information sources is associated with a content type. The device receives an authorization to access the identified information sources and a preferred order of content types for presentation within the audio briefing. It transmits to a remote system the identification, the authorization, and the preferred order. Following the transmitting, the device receives a verbal input from the user requesting the audio briefing. In response to the verbal input, the device receives a response generated by the remote system, including content from the information sources and information inserted by the remote system based on the authorization to access received from the user. The device outputs an audible response according to the preferred order.

Abstract: A skin grafting system includes a plurality of hollow microneedles actuatable between a retracted position and an extended position. The system further includes a rigid member coupled to plurality of hollow microneedles, and a latch assembly having at least one latch moveably coupled to the latch assembly. The at least one latch is configured to move during actuation of the plurality of hollow microneedles, and the at least one microneedles are in the extended position.