Abstract: Improved artificial intelligence computer systems actively and/or passively provide end-users with information from firm data systems to help the end-user perform the end-user's job functions. In a passive implementation, the system can prioritize emails for a user, craft consistent responses to multiple email inquiries on the same topic, craft responses whose content is drawn from a library of electronic documents, and/or suggest text for an electronic document being authored by the end-user. In an active implementation, the system comprises AI agents associated with individual databases of the system, where the AI agents are tuned to retrieve data from their associated database in response to a query from the end-user.

Abstract: Techniques for using machine learning (ML) for image processing are disclosed. First encoded image data, generated by encoding a first one or more digital images using an encoder, is received. A first reconstructed one or more digital images are generated by decoding the encoded image data using a decoder corresponding to the encoder. A second reconstructed one or more digital images are generated by transforming the first reconstructed one or more digital images using a super-resolution ML model. The second reconstructed one or more digital images has a higher image resolution compared with the first reconstructed one or more digital images, and the super-resolution ML model is trained based on an image resolution corresponding to at least one of the second reconstructed one or more digital images.

Abstract: Systems and methods for cross layer optimization for selection of a best or most preferred cell from conditional special cell (SpCell) change candidate cells are disclosed. The conditional SpCell change may be, for example, a conditional handover (CHO) or a conditional primary cell of a secondary cell group (PSCell) change (CPC). Conditions for a conditional SpCell change may be provided to a user equipment (UE). It may be that measurements on multiple cells meet the condition(s) for a conditional SpCell change by the UE. Preferences/criteria for selecting a cell from these multiple compliant candidate cells meeting the conditional SpCell change conditions are discussed herein. These criteria may include, but are not limited to, for example, a cell quality, an inter-versus intra-frequency handover, bandwidth, component carrier (CC) use, band, carrier type, needs/criticality of the application, congestion, frequency range, multiple subscriber identity module (MSIM) considerations, etc.

Abstract: A method and a system for classifying one or more hyperlinks in a document are provided. The method includes identifying the one or more hyperlinks in the document based on an analysis of text strings of the document. The method further includes analyzing surrounding text strings around each of the one or more hyperlinks and classifying, based on the analysis of the surrounding text strings around each of the one or more hyperlinks, the one or more hyperlinks into at least one category among a plurality of predetermined categories.

Abstract: A method and system are provided to infer and use machine learning algorithms that is applied to financial data and also to determine: (i) compliance with the applied algorithms, and (ii) whether any exceptions to and/or variations from the algorithms are within an organization's norms. A method includes: receiving financial data; applying a set of dynamic or interdependent algorithms to the received financial data to obtain a set of outcomes; and using a machine learning classifier to classify the outcomes as: (i) algorithm compliant, (ii) potentially algorithm non-compliant, or (iii) algorithm non-compliant. Additionally, the method includes generating controllership persona based actionable triggers, which on acceptance corrects the anomalies in financial data, enabling the method and system to perform as a comprehensive, contextual, consistent & machine learning powered, persona based real time controllership engine leading to reduced misstatements in reported financial data.

Abstract: Zero-touch monitoring devices and systems are disclosed that are configured with hardware to perform a process-mining on an event-to-entry process associated with an organization to collect data information associated with the process, determine an input-related zero-touch quotient for the event-to-entry process based on the data information, determine a rule-related zero-touch quotient for the event-to-entry process based on the data information, determine a zero-touch potential predictive accounting factor (ZTP PAF) value for the event-to-entry process, and generate a zero-touch processing quotient for the event-to-entry process based on the input-related zero-touch quotient, the rule-related zero-touch quotient, and the ZTP PAF value. The ZTP PAF value quantifies an incremental zero-touch potential for the event-to-entry process and corresponding attributes.

Abstract: Some aspects of this disclosure relate to apparatuses and methods for implementing time domain bandwidth part (TD-BWP) switch for balancing between the UE power consumption and a latency of the UE. For example, a UE can be configured to add a plurality of padding bits to a transport block (TB) to reach a predetermined slot capacity for one transmission time interval (TTI) associated with UE traffic in response to determining that a parameter associated with the UE traffic meets a condition. The UE can be further configured to transmit the TB over the TTI to the base station and receive a message from the base station. The UE is further configured to change a time domain bandwidth part (TD-BWP) based on the received message.

Abstract: Some aspects of this disclosure relate to apparatuses and methods for implementing time domain bandwidth part (TD-BWP) switch for balancing between the UE power consumption and a latency of the UE. For example, a UE can be configured to add a plurality of padding bits to a transport block (TB) to reach a predetermined slot capacity for one transmission time interval (TTI) associated with UE traffic in response to determining that a parameter associated with the UE traffic meets a condition. The UE can be further configured to transmit the TB over the TTI to the base station and receive a message from the base station. The UE is further configured to change a time domain bandwidth part (TD-BWP) based on the received message.

Abstract: Electrospun polymers are disclosed for use in lithium-ion electrochemical cells. The disclosed electrospun polymers may be positioned between the cathode and a solid-state electrolyte to enhance the Li-ion cell's performance, safety, and resiliency to mechanical failure.

Abstract: A physical layer transceiver and a network node including the transceiver. The transceiver includes a media independent interface, a converter circuit block comprising circuitry configured to convert digital signals to analog signals for transmission over a network communications medium and convert analog signals received over the medium to digital signals, and one or more processing blocks configured to process digital data communicated between the media independent interface and the converter circuit block according to a network protocol. Management and control circuitry including power management circuitry and reset circuitry are provided. The transceiver further includes at least one single event effect (SEE) monitor, such as an ambience monitor, a configuration register monitor, a state machine monitor, or a phase locked loop (PLL) lock monitor, configured to detect and respond to an SEE event in the transceiver.

Abstract: Certain embodiments according to the invention provide compression articles suitable for a wide variety of uses (e.g., compression socks, athletic garments, etc.). In accordance with certain embodiments, the compression article includes at least two uniform compression regions, including a first uniform compression region having a first compression pressure and a second uniform compression region having a second compression pressure, and at least one transitioning compression region, including a first transitioning compression region positioned between the first and second uniform compression regions. The first transitioning compression region comprises a first end adjacent or proximate to the first uniform compression region and a second end adjacent or proximate to the second uniform compression region. The first transitioning compression region comprises a compression pressure gradient extending from the first end to the second end of the first transitioning compression region.

Abstract: A wakeup circuit includes an energy detection circuit and a wakeup signal generation circuit coupled to the energy detection circuit. The energy detection circuit is configured to, in response to receiving an input signal, generate a detect signal that is proportional to the input signal. The energy detection circuit is powered by the input signal. The wakeup signal generation circuit is configured to, in response to receiving the detect signal, generate a wakeup signal.

Abstract: The present invention provides an automatic pull-down cabinet assembly. The automatic pull-down cabinet assembly includes an outer cabinet, an inner cabinet, a cabinet moving mechanism, one or more sliding arms, and a controller. The cabinet moving mechanism further includes a first moving unit and a second moving unit. The controller receives a command for moving the inner cabinet from a user via an operating device. The controller enables the cabinet moving mechanism to move the inner cabinet from a retracted position to an extended position to a lower extended position or an upper extended position and vice versa.

Abstract: A system includes a data storage device containing encrypted data to be decrypted, and a VZ storage device containing a key material for decrypting data, wherein the VZ storage device decrypts the encrypted data by consuming a portion of the key material and stores the decrypted data in the consumed portion of the key material.

Abstract: The present invention provides an air purifier. The air purifier is economical and reliable. The air purifier uses water to purify air. The air purifier provides a provision for killing bacteria, algae and prevents mosquitoes from breeding in the water of the air purifier. The purifier includes a housing, an air inlet, an air outlet, an air flow channel, an air driving means and an air exhaust means, a fluid reservoir, a heating module, at least one nozzle, a tray and a fluid drive means. More particularly, in the present invention an atmospheric air is sucked into the air flow channel by the air driving means, wherein the air stream passes under a fluid spray, whereupon a dust particles, pollutants and particulate matters are absorbed by the fluid coming in contact with it and the filtered air exits through the air outlet.

Abstract: The present invention provides an automatic pull-down shelf assembly. The assembly can be easily installed within existing article storage racks or cabinets or new cabinets or racks can be built with this assembly. The assembly allows a user to move shelves closer to the user. The assembly includes a cabinet or rack, moving shelves, a pair of shelf guide mechanism, a prime mover, a controller and an operating device. The shelf guide mechanism includes a transition mechanism, a mounting plate, a first bracket, a vertical arm, a second bracket, a horizontal arm and a pivotal arm. The controller enables the assembly to move from a retracted position to the extended position and vice versa as per command received from the user. The assembly can be remotely controlled by software running on an operating device.

Abstract: The present invention discloses a joyride mechanism for a furniture such as a bed, chair, sofa, crib, and the like, having attachments designed to impart a movement to the furniture for enjoyment purposes. The present invention provides an apparatus for applying vertical and horizontal motion to the furniture. The apparatus includes a mechanical frame with linear actuators (such as electrical linear actuators, hydraulic actuators or pneumatic linear actuators, or any combination thereof) that are controlled by a computer. The apparatus can optionally control illumination and speeds of multiple fans to provide a joyride experience to users of the furniture. The present invention also discloses a furniture with built-in sensors to determine the safety of users or people in proximity of the furniture. The present invention also discloses a mattress for a bed with a built-in computer. The present invention also discloses cushions for furniture with a built-in computer.

Abstract: Various embodiments are provided for providing byte granularity accessibility of memory in a unified memory-storage hierarchy in a computing system by a processor. A location of one or more secondary memory medium pages in a secondary memory medium may be mapped into an address space of a primary memory medium to extend a memory-storage hierarchy of the secondary memory medium. The one or more secondary memory medium pages may be promoted from the secondary memory medium to the primary memory medium. The primary memory medium functions as a cache to provide byte level accessibility to the one or more primary memory medium pages. A memory request for the secondary memory medium page may be redirected using a promotion look-aside buffer (“PLB”) in a host bridge associated with the primary memory medium and the secondary memory medium.

Abstract: A line driver circuit includes a first input terminal, a second input terminal, a first input stage, a second input stage, a first output stage, and a second output stage. The first input stage includes a first input coupled to the first input terminal, and a second input coupled to the second input terminal. The second input stage includes a first input coupled to the first input terminal, and a second input coupled to the second input terminal. The first output stage includes a first input coupled to a first output terminal of the first input stage and a second input coupled to a first output terminal of the first input stage. A second output stage includes a first input coupled to a second output terminal of the first input stage and a second input coupled to a second output terminal of the first input stage.

Abstract: An integrated circuit that is capable of performing sequence alignment via dynamic programming methods is provided. The integrated circuit may include a linear systolic array having series-connected processing engines, each of which has a n-stage deep pipeline. The systolic array may align first and second sequences, wherein the first sequence is divided into multiple segments equal to the internal depth of the pipeline. The systolic array may compute matrix scores for these segments in parallel until the entire sequence matrix score is computed. The internal pipeline structure and a loopback memory within the systolic array are configured to take care of any required data dependencies in the computation of the matrix scores.