Abstract: The present invention relates to methods of diagnosing Alzheimer's Disease in a human patient by detecting alterations in the ratio of PKC epsilon protein levels in a human patient compared with PKC epsilon levels in a control subject. The Alzheimer's disease-specific molecular biomarkers disclosed herein are useful for the diagnosis of Alzheimer's disease and for screening methods for the identification of compounds for treating or preventing Alzheimer's disease. The present invention also provides methods for elevating PKC epsilon protein levels comprising the steps of contacting one or more human cells with an amount of a PKC activator effective to elevate PKC epsilon levels compared to an uncontacted human cell.

Abstract: A method for power saving, comprising: establishing a radio resource control (RRC) connection with a wireless device, transmitting, to the wireless device, configuration information indicating a discontinuous reception (DRX) cycle time, a DRX on time period, and an offset time, transmitting an enhanced wake-up signal (EWUS) monitoring occasion for a DRX cycle, the EWUS monitoring occasion based on the offset time and the DRX on time period, determining that the wireless device can skip monitoring one or more future EWUS monitoring occasions, transmitting, during a first DRX cycle, a EWUS for the wireless device during the EWUS monitoring occasion associated with the first DRX cycle, the EWUS indicating that the wireless device can skip the one or more future EWUS monitoring occasions, and skipping transmitting the EWUS to the wireless device during the one or more future EWUS monitoring occasions.

Abstract: In described examples, a digital-to-analog converter (DAC) includes an output, a ground, a reference voltage terminal, an input code terminal, multiple switches, multiple resistors, and a controller. The switches couple to the reference voltage terminal when activated and to the ground when deactivated. The resistors are variously coupled between corresponding ones of the switches and the output, so that activating the switches causes the DAC to output an output voltage. The controller is coupled to the input code terminal and coupled to control the switches. The controller generates an output code based on an input code in response to at least one differential nonlinearity error greater than one least significant bit voltage. The input code corresponds to a first ideal output voltage, the output code corresponds to a second, different ideal output voltage. The controller generates an output voltage by controlling the switches using the output code.

Abstract: There is provided a system for modulating a graphical user interface (GUI). The system comprising a user device and a system controller in communication therewith. The user device comprises a device controller and a display interface for displaying the GUI. Execution of processor executable code stored in the system controller or provided for storage in the user device by the system controller or by the device controller or by the combination thereof synergistically provides for the system controller or the device controller or the combination thereof with performing computer-implementable steps. The computer implementable steps comprise splitting the GUI into two or more sub-GUI portions positioned within the GUI frame boundary and providing for the two or more sub-GUI portions to simultaneously display respective content stored within the user device and/or hosted by the system controller and/or a same or different remote host controllers in communication with the user device.

Abstract: The present invention generally relates to the field of automated functional testing, and, more particularly, to a method and system for validation of calculation code against calculation specification. Currently the validation is done manually which is time consuming and effort intensive. Embodiments of present disclosure provide an automated method of validation by generating a schema from the calculation specification, retrieving data based on the schema, executing the intermediate calculations, and comparing the result with the output from the calculation code. The method requires minimal manual input and is a fast, simple, resilient and low-code/no-code technique that can be extended to support any type of calculation code and calculation specifications with minimal or no change.

Abstract: A process for producing diazomethane of Formula 1 (CH2N2), with an automated apparatus is described. A stock solution of N-methyl-N-nitroso amine in an organic solvent is continuously flown and mixed with an aqueous inorganic base at a T-mixer to form a mixture. Then it is passed through a capillary micro reactor at a temperature in a range of 20 to 30° C. to form diazomethane. The mixture is separated into an aqueous layer and an organic layer using a continuous flow micro-separator. The organic layer has 0.1-0.4 M diazomethane. The organic layer is reacted with a carboxylic acid, phenol, an alkyne, an anhydride, a carboxyl metal organic framework (MOF), or MOF coated cotton to form a corresponding ester, a pyrazole, an ether, a diazo ketone, a stable carboxyl MOF or a stable MOF coated cotton fiber.

Abstract: Methods, apparatus, and processor-readable storage media are provided herein for storage volume creation using performance volumes and capacity volumes. An example computer-implemented method includes configuring a storage system with at least first and second storage tiers each comprising a plurality of storage devices; creating a virtual storage volume having a first portion corresponding to at least a portion of the plurality of storage devices of the first storage tier and a second portion corresponding to at least a portion of the plurality of storage devices of the second storage tier; and processing input-output requests from one or more host devices associated with the virtual storage volume, wherein the processing comprises moving data between the first portion and the second portion of the virtual storage volume so that each of the input-output requests is processed using the first portion of the virtual storage volume.

Abstract: Techniques for runtime customization and management of user interfaces for enterprise applications are disclosed. In some embodiments, the techniques include tools, systems, and processes for building frontend, technology-independent user interfaces. A system may consume user input files that are language dependent and generate a metadata file that is language independent. The metadata file may be updated to customize or otherwise modify a user interface of an application at runtime. An event signal may be raised to notify the application when a new user interface is available. In response to detecting the signal, the application may refresh the user interface, including the application page being currently viewed, to modify the set of user interface components that are rendered and displayed to the end user. The system may store metadata for multiple versions of the user interface to allow users to quickly roll back to prior versions of a user interface.

Abstract: Systems and methods are provided for medical image classification of images from varying sources. A set of microscopic medical images are acquired, and a first neural network module configured to reduce each of the set of microscopic medical images to a feature representation is generated. The first neural network module, a second neural network module, and a third neural network module are trained on at least a subset of the set of microscopic medical images. The second neural network module is trained to receive feature representation associated with an image of the microscopic images and classify the image into one of a first plurality of output classes. The third neural network module is trained to receive the feature representation, classify the image into one of a second plurality of output classes based on the feature representation, and provide feedback to the first neural network module.

Abstract: Some embodiments provide a method of addressing failures in a network comprising a computer with at least first and second network interface cards (NICs). The method designates the first and second NICs respectively as primary and secondary NICs of the computer and respectively assigns first and second network addresses to the first and second NICs. The method iteratively sends health monitoring messages to a set of one or more destinations through the first NIC using the first network address. Based on the health monitoring messages, the method detects a potential failure of an element in the network. Based on the detected potential failure, the method redesignates the first and second NICs respectively as secondary and primary NICs and respectively reassigns the first and second network addresses to the second and first NICs. The redesignation accounts for a possibility that the detected potential failure relates to the first NIC.

Abstract: A system accesses a set of devices transferring a data element from a source device to a destination device. The system determines a transformation type implemented on the data element at each device. The system generates an array that uniquely defines the data element at each device. The array comprises the transformation type and an identifier of the device. The system generates a transformation dependency map that represents a set of transformation types implemented on the data element at different devices. The system determines a set of data transfer paths for the data element from the source device to the destination device based on the transformation dependency map. The system selects the shortest data transfer path for the data element that corresponds to the least number of hops between devices. The system communicates the data element from the source device to the destination device using the shortest data transfer path.

Abstract: In one aspect, an example methodology implementing the disclosed techniques can include, by a baseboard management controller (BMC), responsive to a virtual console of a server being launched on a client device via the BMC, collecting one or more environment parameters of the client device and collecting one or more environmental parameters of the server. The method can also include, by the BMC, determining an appropriate display configuration for the server based on an analysis of the one or more environment parameters of the client device and the one or more environmental parameters of the server and configuring a display configuration of the server in accordance with the determined appropriate display configuration.

Abstract: A method and system for generating an automation engineering project in a technical installation is provided. The method includes receiving, by a processing unit, a request to generate an automation engineering project for a technical installation. The method further includes generating a first name graph based on the information about the hardware configuration associated with the automation engineering project. The method further includes generating, by the processing unit, a second name graph based on the analysis of the one or more modifications of the hardware configuration of the technical installation. The method further includes generating, by the processing unit, the automation engineering project from the plurality of engineering objects based on a comparison of the first name graph and the second name graph.

Abstract: Aspects of the present disclosure provide techniques for confidence score calibration for automatic transaction categorization. Embodiments include providing one or more first inputs to a prediction model based on a transaction of a user. Embodiments include receiving a prediction of an account with a confidence score from the prediction model based on the one or more first inputs. Embodiments include providing one or more second inputs to a calibration model based on the confidence score, a detail type associated with the account, and a number of accounts of the user. Embodiments include receiving a calibrated confidence score from the calibration model based on the one or more second inputs. Embodiments include determining whether to automatically categorize the transaction into the account based on the calibrated confidence score.

Abstract: A system to calculate a reconfigured confidence score is configured to receive a text, a plurality of labels, and a plurality of confidence scores from a plurality of models and assign a weightage to the inputs received from the plurality of models. The system is configured to select a first text with a first label and retrieve a second text, a third text, and a second label. The system is further configured to generate a first, second and third output confidence score for the first text, second text and third text, and corresponding labels. The system compares the plurality of output confidence scores and generates an output which comprises of the first text, the first label, and a final confidence score, wherein the final confidence score is one among the first, second and third output confidence scores.

Abstract: Methods and apparatuses for detecting timestamp discontinuities and video resolution discontinuities within a packet stream and marking locations of the detected discontinuities within the packet stream are described. Prior to transmission of the packet stream, an electronic device may perform timestamp discontinuity detection by acquiring a sequence of packets to be transmitted, identifying a first timestamp associated with an earliest packet within the sequence of packets, identifying a second timestamp associated with a latest packet within the sequence of packets, determining a timestamp time difference between the first timestamp and the second timestamp, determining a maximum chunk time difference based on a data rate at which the sequence of packets were encoded and a data size of the encoded packets, and detecting that a timestamp discontinuity exists within the sequence of packets if the timestamp time difference is greater than the maximum chunk time difference.

Abstract: A ground impedance and fault detection system may include a controller that can identify a location of a ground fault in a circuit. The circuit also may include one or more positive contactors connected with a positive portion of the bus between battery strings and a load and a negative bus contactor coupled with a negative portion of the bus between the battery strings and the loads. The controller may identify the ground fault by opening the one or more positive contactors and closing the negative bus contactor, measuring the voltages using the impedance devices, and comparing the voltages that are measured.

Abstract: An example method of reserving a resource of virtualized infrastructure in a data center on behalf of a client includes: obtaining, by a resource lock manager from a topology manager, a sub-topology for the resource from a resource topology of the virtualized infrastructure; setting, by the resource lock manager, an exclusive lock on the resource and on each of at least one descendant in the sub-topology for the resource, each exclusive lock disallowing any other lock on its respective resource; setting, by the resource lock manager, a limited lock on each ancestor in the sub-topology for the resource, each limited lock allowing any other limited lock on its respective resource; and notifying the client that a reservation of the resource is granted.

Abstract: A computing device and method for profiling and diagnostics in an Internet of Things (IoT) system, including matching an observed solution characteristic of the IoT system to an anomaly in an anomaly database.

Abstract: The present invention provides a robust and effective solution to an entity or an organization by enabling them to implement a system for swapping one or more faces without any explicit training on the one or more faces. The proposed method can be further implemented in real time.