Abstract: Providing constant fixed commands to memory dies within a data storage device may result in hardware and firmware overheads impacting the performance at a flash interface module (FIM) because the FIM has to handle both the constant fixed commands and the overheads associated with the constant fixed commands. To avoid the impact on performance at the FIM, multiple fixed commands may be combined into individual multi-commands that may be provided to the memory dies. The use of multi-commands reduces hardware and firmware overheads at the FIM relative to the constant fixed commands, which improves performance of the data storage device because the saturation of the FIM is decreased.

Abstract: A method, apparatus and computer program product for establishing a logical connection between an indirect utterance and a transaction is described. An indirect utterance is received from a user as an input to a conversational system. The indirect utterance is parsed to a first logical form. A first set of predicates and terms is mapped from the first logical form to a first subgraph in a knowledge graph. A second set of predicates and terms is mapped from a second logical form belonging to a transaction to a second subgraph of the knowledge graph. A best path in the knowledge graph between the first subgraph and the second subgraph is searched for while transforming the first logical form using the node and edge labels along the best path to generate an intermediate logical form. A system action is performed for a transaction if a graph structure of the intermediate logical form matches the graph structure of the logical form of the transaction above a threshold.

Abstract: One variation of a method for detecting an input at a touch sensor—including a force-sensitive layer exhibiting variations in local resistance responsive to local variations in applied force on a touch sensor surface and a set of drive and sense electrodes—includes: driving a drive electrode with a drive signal; reading a sense signal from a sense electrode; detecting a alternating-current component and a direct-current component of the sense signal; in response to a magnitude of the direct-current component of the sense signal falling below a threshold magnitude, detecting an input on the touch sensor surface during the scan cycle based on the alternating-current component of the sense signal; and, in response to the magnitude of the direct-current component of the sense signal exceeding the threshold magnitude, detecting the input on the touch sensor surface during the scan cycle based on the direct-current component of the sense signal.

Abstract: Embodiments of system and methods for providing centralized management of a software defined automation (“SDA”) system are disclosed. The SDA system comprises of a collection of controller nodes and logically centralized and yet physically distributed collection of compute nodes by monitoring activities of the compute nodes. In accordance with some embodiments, one or more components of the system monitor execution, network and security environments of the system to detect an event in a first environment. In response to the detected event, at least one component in the first environment is remediated, the remediation of the first environment creating a trigger to cause remediation of at least one component in each of a second and third environments.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may identify a first throughput on a first beam of the UE, wherein the first beam is associated with a first number of antenna elements. The UE may identify an estimated maximum throughput of the UE. The UE may communicate, based at least in part on the first throughput being greater than the estimated maximum throughput, using a second beam, the second beam having a second throughput that is greater than the estimated maximum throughput, and the second beam being associated with a second number of antenna elements lesser than the first number of antenna elements. Numerous other aspects are described.

Abstract: An embodiment of a digital content distribution system for a delivery of digital materials through digital mailbox systems is described. The digital content distribution system features a virtual processor and a plurality of digital mailbox systems. Each digital mailbox system is configured to operate as a data store addressable by a digital mailbox address that is uniquely associated with a physical address and is assigned to one or more registered users associated with a property identified by the physical address. For instance, a first digital mailbox system is configured to transmit digital materials to and receive digital materials from a second digital mailbox system different than the first digital mailbox system and one or more registered users are provided access to the digital materials received by the first digital mailbox system upon authentication.

Abstract: A method and system of authenticating a user logon builds a user logon profile with a plurality of user logon features gathered during at least one successful attempted user logon, determines a logon feature novelty score for each feature, receives a user logon request for authentication and extracts current user logon features, retrieves corresponding logon feature novelty scores, determines a first distance function score for the corresponding logon feature novelty scores of the current user logon features, builds a failed logon attempt database, determines a failed logon feature novelty score, extracts the failed logon feature novelty scores corresponding to current user logon features, determines a second distance function score for the corresponding failed logon feature novelty scores of the current user logon features, and determining to one of allow or deny the user logon request based on at least one of the first distance function score and the second distance function score.

Abstract: Apparatuses, methods, and systems are disclosed for PUSCH transmission using an aggregation factor. One method includes selecting, at a user equipment, a physical random access channel preamble. The method includes transmitting the physical random access channel preamble. The method includes, in response to transmitting the physical random access channel preamble, receiving a random access response message comprising an uplink grant for transmission of a physical uplink shared channel. The method includes transmitting the physical uplink shared channel according to the uplink grant using a first physical uplink shared channel aggregation factor. The user equipment is configured with a second physical uplink shared channel aggregation factor.

Abstract: Electrostatic chucks (ESCs) for plasma processing chambers, and methods of fabricating ESCs, are described. In an example, a substrate support assembly includes a ceramic top plate having a top surface with a processing region. One or more electrodes is within the ceramic top plate. A plurality of mesas is within the processing region and on the top surface of the ceramic plate or vertically over an edge of one of the one or more electrodes.

Abstract: The instant disclosure provides a data structure store system and a method of managing data in the store. The method includes receiving, by a data structure store management system, a request for storing data from a client. In the created data structure, each data element includes a portion of the data. On receiving a read request for at least part of the data, the data structure store management system provides at least part of the data to a recipient device. The data elements are stored in persistent memory in the form of one or more non-volatile random access devices, wherein during a time interval between receiving the storing request and providing the at least part of the data by the data structure store management system to the recipient device, the data structure store management system provides no portion of the data for writing to a hard disk drive.

Abstract: Embodiments describe a system configured with a brain machine interface (BMI) system implemented in a vehicle for performing vehicle functions using electrical impulses from motor cortex activity in a user's brain. The system uses fuzzy states for increased robustness. The fuzzy states are defined by sets of Gaussian kernel-type membership functions that are defined for steering and velocity action function states. The membership functions define fuzzy states that provide overlapping control tiers for increasing and decreasing vehicle functionality. An autonomous vehicle may perform control and governance of transitions between membership functions that may overlap, resulting in smooth transitioning between the states.

Abstract: Structures and methods are provided for integrating a resistance random access memory (ReRAM) in a back-end-on-the-line (BEOL) fat wire level. In one embodiment, a ReRAM device area contact structure is provided in the BEOL fat wire level that has at least a lower via portion that contacts a surface of a top electrode of a ReRAM device area ReRAM-containing stack. In other embodiments, a tall ReRAM device area bottom electrode is provided in the BEOL fat wire level and embedded in a dielectric material stack that includes a dielectric capping layer and an interlayer dielectric material layer.

Abstract: A method of thermal cycling a droplet, including providing a droplet actuator with heaters establishing a first thermal zone and second thermal zone in a substantially oil-filled droplet operations gap; a thermal cycling path comprising droplet operations electrodes comprising a first droplet operations electrode in the first thermal zone and a second droplet operations electrode in the second thermal zone, wherein the first and second droplet operations electrodes are within 5 mm of each other; a first temperature at the first droplet operations electrode and a second temperature at the second droplet operations electrode, wherein the first and second temperatures differ by at least about 10° C.; and using the droplet operations electrodes, transporting the droplet in a cycling pattern for multiple cycles along the thermal cycling path between the first droplet operations electrode and the second droplet operations electrode. Cartridges and systems are also provided.

Abstract: A network of matrix processing units (MPUs) is provided on a device, where each MPU is connected to at least one other MPU in the network, and each MPU is to perform matrix multiplication operations. Computer memory stores tensor data and a master control central processing unit (MCC) is provided on the device to receive an instruction from a host device, where the instruction includes one or more tensor operands based on the tensor data. The MCC invokes a set of operations on one or more of the MPUs based on the instruction, where the set of operations includes operations on the tensor operands. A result is generated from the set of operations, the result embodied as a tensor value.

Abstract: The subject matter disclosed herein is generally directed to pathogenic Th1 cells whose phenotype is dependent on IL-23R signaling. Th1 cell specific therapeutic targets and gene programs are disclosed herein. In particular, inhibition of CD160 reduces Th1 cell pathogenicity.

Abstract: A piezoelectric device comprises: a substrate (12) and a lead magnesium niobate-lead titanate (PMNPT) piezoelectric film on the substrate (12). The PMNPT film comprises: a thermal oxide layer (20) on the substrate (12); a first electrode above on the thermal oxide layer (20); a seed layer (26) above the first electrode; a lead magnesium niobate-lead titanate (PMNPT) piezoelectric layer (16) on the seed layer (26), and a second electrode on the PMNPT piezoelectric layer (16). The PMNPT film comprises a piezoelectric coefficient (d33) of greater than or equal to 200 pm/V.

Abstract: Systems and methods are provided for vector-quantized image modeling using vision transformers and improved codebook handling. In particular, the present disclosure provides a Vector-quantized Image Modeling (VIM) approach that involves pretraining a machine learning model (e.g., Transformer model) to predict rasterized image tokens autoregressively. The discrete image tokens can be encoded from a learned Vision-Transformer-based VQGAN (example implementations of which can be referred to as ViT-VQGAN). The present disclosure proposes multiple improvements over vanilla VQGAN from architecture to codebook learning, yielding better efficiency and reconstruction fidelity. The improved ViT-VQGAN further improves vector-quantized image modeling tasks, including unconditional image generation, conditioned image generation (e.g., class-conditioned image generation), and unsupervised representation learning.

Abstract: A non-occluding drug-coated balloon catheter device for use in a blood vessel transporting blood comprises a catheter shaft including a guidewire lumen, a fluid lumen and a connector port. A balloon is mounted on the catheter shaft and includes an outer envelope surrounding the guidewire lumen in fluid communication with the fluid lumen; a drug coating applied on the exterior surface of the outer envelope; and at least one bypass lumen forming a passage extending from the proximal end of the outer envelope to the distal end of the outer envelope. When the balloon is positioned in a blood vessel and inflated, the exterior surface of the outer envelope presses the drug coating against the blood vessel and the bypass lumen is open between the distal end of the outer envelope and the proximal end of the outer envelope such that blood transport continues through the bypass lumen.

Abstract: Methods of treating tumors by administering compounds to a patient are provided. Compounds such as drugs, may be administered to the patient orally, by injection, intravenously, or topically, which then accumulate as compounds such as a protoporphyrin compound in tumor cells. After such accumulation, such compounds are then activated in various aspects to treat tumors cells, thereby treating cancer. Cancers such as glioblastoma may be treated.

Abstract: The present specification describes a computer-implemented method. A first comparison test is executed to determine whether an unknown object is of a first sub-class of a class of objects. Responsive to determining that the unknown object is not of the first sub-class, it is determined whether the unknown object is an instance of a second sub-class by determining whether there are additional sub-classes other than the first sub-class and a second sub-class. Responsive to determining that there are additional sub-classes, the second code fragment executes while refraining from assuming the unknown object is of a particular sub-class.