Abstract: Methods, systems and circuits for controlling the power available to the load, by reducing the power available to the load, and additionally or alternatively, limiting the current available by pre-establishing a maximum reference current. The reference current is compared to the actual or estimated current drawn by the load or part of the load. The comparison result is used to control a device or switch which disconnects the power supply or power supply regulator, whether connected directly to the load or connected via voltage dropping device, to one or more or a plurality of the load blocks when the maximum current is exceeded.

Abstract: A device may receive a packet from a first endpoint that is destined for a second endpoint. The first endpoint may be hosted on the device. The device may determine whether a secure session exists between the first endpoint and the second endpoint. The secure session may permit encrypted traffic to be exchanged between the first endpoint and the second endpoint. The device may process the packet using a set of rules after determining whether the secure session exists between the first endpoint and the second endpoint. The device may encrypt the packet using security information associated with the secure session after determining that the secure session exists, or establishing the secure session when the secure session does not exist. The device may provide the packet toward the second endpoint after encrypting the packet.

Abstract: A method and system for anatomical landmark detection in medical images using deep neural networks is disclosed. For each of a plurality of image patches centered at a respective one of a plurality of voxels in the medical image, a subset of voxels within the image patch is input to a trained deep neural network based on a predetermined sampling pattern. A location of a target landmark in the medical image is detected using the trained deep neural network based on the subset of voxels input to the trained deep neural network from each of the plurality of image patches.

Abstract: An example of an apparatus a network interface to receive a first dataset and a second dataset, wherein the first dataset is associated with the second data set is provided. The apparatus further includes a query engine to generate a first schema from the first dataset and a second schema from the second dataset, wherein the first schema and the second schema are in a common format. The apparatus includes a validation engine to generate a matrix for comparison of data transformations, wherein the matrix includes the first schema and the second schema in the common format. The validation engine is to compare the first schema and the second schema to validate of the second dataset.

Abstract: The present invention provides stable, ready-to-use injectable pharmaceutical compositions, comprising the combination of neostigmine, glycopyrrolate, a stabilizing amount of one or more aminopolycarboxylic acids, and a pharmaceutically acceptable liquid vehicle. Other aspects of the invention relate to methods for making such compositions and methods of using such compositions for reversing the effects of non-depolarizing neuromuscular blocking agents. Preferably, the composition comprises neostigmine methylsulfate, glycopyrronium bromide, ethylenediaminetetraacetic acid (EDTA) and a pharmaceutically acceptable liquid vehicle, and is provided in a pre-filled, ready-to-use sealed container, such as a pre-filled syringe, suitable for intravenous administration.

Abstract: A system is provided including a memory in communication with a processor. The memory is to store a schema data structure. The processor is to store in association with one another in the schema data structure: a table identifier for a data table, a column identifier for a column of the data table, and a column position for the column. The processor is also to generate a data type based on data type information associated with the column. In addition, the processor is to store the data type in the schema data structure in association with the table identifier, the column identifier, and the column position, and to output the schema data structure.

Abstract: Systems and methods for automatic speech recognition by training a neural network to learn features from raw speech. The system comprises a neural network executing on a computer system and comprising a feature extractor, a label classifier, and a domain classifier. The feature extractor processes raw speech data and generates a first output data. The label classifier processes the first output data and generates a second output data. The domain classifier processes the first output data and generating a third output data. The neural network calculates first loss data based on the second output, and second loss data based on the third output. Further, the neural network is trained to minimize a cross-entropy cost of the label classifier and to maximize a cross-entropy cost of the domain classifier using the first loss data and the second loss data.

Abstract: Disclosed is a system for facilitating homogenized distribution of airflow, generated from one or more cooling units, in a data center. The virtual data center creation module for creating a virtual environment of the data center. The airflow channel determination module for dividing the architectural layout into one or more partitions to determine one or more airflow channels corresponding to each of the one or more partitions. The CRAC placement module for positioning the at least one cooling unit in an airflow channel, of the one or more airflow channels, in a manner such that the airflow moves in a streamline manner within the airflow channel. The vein determination module for determining position of each of a plurality of veins inside the airflow channel. The vein shape determination module for determining shape of each vein that facilitates the homogenized distribution of the airflow.

Abstract: A system for providing obstacle alerts to an in-flight aircraft has been developed. The system includes a transceiver on board the vehicle that transmits performance parameters of the vehicle and a remotely located antenna that receives the performance parameters from the transceiver. Also included is a remotely located terrain database stores obstacle characteristics of terrestrial obstacles located in proximity to the vehicle. A remotely located computer system receives the performance parameters from the antenna and the obstacle characteristics in proximity to the vehicle from the terrain database. The computer system calculates a vehicle safety envelope based on the performance parameters and an obstacle safety envelope based on the obstacle characteristics. The computer system generates an obstacle alert for the vehicle if the vehicle safety envelope conflicts with the obstacle safety envelope.

Abstract: An asynchronous engine identifies API calls that are to be made in order to fulfill a received service request. The asynchronous engine secures a separate computing thread for making each API call, and generates the API calls on the separate computing threads. Workflows performed in responding to the service call interact with the asynchronous engine to obtain results from the API calls.

Abstract: A method of obtaining a medical image includes obtaining, via a camera, at least one surface image of a patient. A pose of the patient is determined from the at least one surface image of the patient using at least one spatial information module. The patient is positioned, via a moveable bed, to an imaging start position and a medical image of the patient is obtained using a medical imaging modality.

Abstract: A method of forming an SDB that is self-aligned to a dummy gate and the resulting device are provided. Embodiments include providing a plurality of gates over a SOI layer above a BOX layer, each gate having a pair of sidewall spacers and a cap layer, and a raised S/D epitaxial regions over the SOI layer between each gate; removing a gate of the plurality of gates and a portion of the SOI layer exposed by the removing of the gate, and a portion of the BOX layer underneath the SOI layer, the removing forms a trench; forming a liner of a first dielectric material over and along sidewalls of the trench; and filling the trench with a second dielectric material.

Abstract: A method for handling a command ID conflict in an NVMe-based solid-state drive (SSD) device includes fetching, from a host submission queue (HSQ), one or more commands submitted by a host device. The fetched commands are checked to determine if there is a command ID conflict. A command ID (CID) error interrupt is communicated to firmware of the SSD device if the command ID conflict is detected. A command validation is performed for the one or more commands on receiving the CID error interrupts. A command response is communicated with additional special information from the device FW to the host device for a command having a command ID conflict. One or more resources associated with the one or more commands are released based on the command response.

Abstract: Disclosed herein are apparatuses and methods for intraoperative on-demand implant customization in a surgical setting. An apparatus may include a storage portion, an implant customization portion and an interface. The storage portion may house implant blanks and implant accessories. The implant customization portion may customize the implant blanks. The interface may be configured to receive implant customization information and utilize the same to intraoperatively manipulate the implant blank to a patient-specific implant within a sterile environment. A method to customize an implant in a surgical care environment may include the steps of obtaining information related to the implant location, selecting an implant blank based on the information, and customizing the implant blank in a surgical care setting with a customization apparatus.

Abstract: A network using a routing protocol for low-power and lossy networks (“RPL”) can provide timing information for a next destination oriented directed acyclic graph (“DODAG”) information object (“DIO”) packet by including DIO timing information in an RPL packet or a beacon. When a low energy node receives the RPL packet, it may use the DIO timing information to determine a wake time which corresponds to the timing of the next DIO packet. The low energy node may enter a sleep state after determining the wake time and remain in the sleep state until the wake time when it enters an active state and listens for the next DIO packet. Alternatively, DIO slots in a DIO slot frame may be allocated for communicating DIO packets.

Abstract: A vent hole cleaning system is disclosed. The cleaning system is comprised of a housing containing a work table and a support column. The system further comprises a robotic arm mounted on the support column. Further, a subsystem is mounted at an end, opposite to the support column, of the robotic arm. The subsystem may comprise a scanner configured to generate a contour profile of a mold. Further, a vision system may be mounted on the subsystem. The vision system may be communicably connected to the scanner. Further, the system may comprise a cleaning head communicably connected to the vision system and the scanner to enable precision positioning on the mold.

Abstract: Systems, methods, apparatuses, and software for electronic mail systems and service in computing environments are provided herein. In one example, an email service is provided that receives receive requests for endpoint information that correspond to email identities included in the requests. For ones of the requests that indicate invalid email identities, the email service determines responses that conceal validity of the invalid email identities by deriving target endpoint information based at least on the invalid email identities, and provides the responses that indicate the target endpoint information.

Abstract: Systems and techniques for identifying and creating individual assets from a canvas containing an artwork include receiving a canvas containing an artwork. An organization of the artwork on the canvas is determined. Individual assets in the artwork on the canvas are identified by applying a segmentation rule based on the organization of the artwork. The individual assets are created.

Abstract: The present invention provides stable pharmaceutical compositions, comprising a pharmaceutically effective amount of testosterone or a pharmaceutically acceptable ester thereof, a pharmaceutically acceptable oil vehicle, and a stabilizing amount of benzyl alcohol, for example, about 1% to 3% weight/volume of benzyl alcohol. The present invention also provides a process for stabilizing testosterone-containing pharmaceutical compositions by ageing them at a temperature of about 20° C. to about 60° C. for at least 48 hours, e.g., prior to secondary packing and labeling. These compositions were stable over the shelf life of the product, without exhibiting crystal formation, even upon storing at temperatures of about 2° C. to about 8° C. Other aspects of the invention relate to methods for making such pharmaceutical compositions, and methods of using such pharmaceutical compositions for hormone replacement therapy, e.g.

Abstract: An asynchronous engine identifies API calls that are to be made in order to fulfill a received service request. The asynchronous engine secures a separate computing thread for making each API call, and generates the API calls on the separate computing threads. Workflows performed in responding to the service call interact with the asynchronous engine to obtain results from the API calls.