Abstract: The invention provides an automatically adjustable computer stand for thin as well as thick computers, e.g., laptops and tablets. The stand has a first support arm and a second support arm, each arm being connected to the other arm by at least one living hinge, said living hinge exhibiting a relatively flexible central portion whereby weight from a computer pressing on the central portions of each living hinge causes each support arm to rotate inwardly towards the other support arm and into contact with said computer.

Abstract: Methods, systems, and apparatus, for handling applications in an ambient computing system. One of the methods includes determining, by a low-power processing component, that particular sensor signals have a particular property. In response, a machine learning engine performs an inference pass over a machine learning model using the sensor signals to generate a model output. If the model output of the machine learning engine matches an application-specific condition, one or more of the other processing components are activated to execute an particular application corresponding to the application-specific condition.

Abstract: Methods and systems are provided for augmenting ultrasound image training data, which may be used to train one or more machine learning models. One example method for augmenting ultrasound training data comprises, selecting an ultrasound image and a ground truth output corresponding to the ultrasound image, determining a first modification to apply to the ultrasound image, applying the first modification to the ultrasound image to produce an augmented ultrasound image, modifying the ground truth output based on the first modification to produce an augmented ground truth output corresponding to the augmented ultrasound image, and training a machine learning model using the augmented ultrasound image and the augmented ground truth output. In this way, a machine learning model may learn a more robust mapping from ultrasound image features to expected output, with less probability of overfitting, and with increased generalizability to noisy ultrasound images, or ultrasound images containing artifacts.

Abstract: A system and method for omnichannel voice and text-based routing, transfer, and customer-to-enterprise communications with a secure smart mobile user device. The system is a cloud-based network containing an interaction control server, a routing engine, an optimization engine, a media translation server, a mobile application, a business entity portal, mobile and compute devices for business enterprise and customer, and an enterprise database. Taken together or in part, said system optimizes customer interactions by delivering context aware text message, chat or email to customers; and when requested by customer, optimally routes with context, based upon a multitude of variables, to best available resource to handle the customer interaction. The system may be accessed through web browsers, purpose-built computer, mobile phone applications or a secure smart mobile user device.

Abstract: Compression of data for a file system utilizing protection groups can be implemented and managed. A compression management component (CMC) can control compression of data via inline or post-process compression for storage in protection groups in memory, including determining whether to compress data, determining a compression algorithm to utilize to compress data, and/or determining whether to perform inline and/or post-process compression of data. CMC can generate protection group (PG) metadata for a PG in which compressed data is stored. PG metadata can comprise a logical extent map that describes which logical blocks contain compressed data, a list of cyclic redundancy check values for logical blocks, and a list of compression chunks that store individual metadata regarding individual compressed streams, wherein, for an individual compressed stream, the individual metadata comprises a compression format, compressed size, uncompressed size, and/or starting offset in physical space within the PG.

Abstract: A gas monitoring and alarm system comprises a master monitor and at least one remote monitor. The master monitor is coupled to a master sensor that senses a concentration of a gas in a first area and sends data to the master monitor. The at least one remote monitor is communicatively coupled to the master monitor. The least one remote monitor is coupled to a remote sensor, which senses a concentration of gas in a second area. The at least one remote monitor receives data about the concentration of the gas in the second area from the remote sensor, and sends the data to the master monitor. The master monitor receives the data and triggers a first alarm status when the concentration of gas in at least one of the first area and the second area exceeds a first predefined alarm threshold.

Abstract: A piston crown for a combustion system is disclosed. The piston crown includes a piston bowl having a circumferential recess and a plurality of first recesses arranged spaced apart from each other along a circumferential direction. The circumferential recess is disposed proximate to a circumference of the piston crown. Each recess of the plurality of the first recesses extends between a center of the piston crown and the circumferential recess, and a width and a depth of each recess of the plurality of first recesses are extended along a radial direction for an entire length of each recess of the plurality of first recesses.

Abstract: A scanning projector for a display apparatus includes a first scanning reflector configured to steer a light beam in a first plane, a second scanning reflector configured to steer the light beam received from the first scanning reflector in a second plane, and beam relay optics configured to relay a first pupil defined at the first scanning reflector to a second pupil defined at the second scanning reflector, and to relay the second pupil to an output pupil of the scanning projector. The beam relay optics may include a concave reflector and a polarization beam splitter coupled to a scanning reflector in a triple pass configuration.

Abstract: Methods, systems, and apparatus, including computer-readable storage devices, for enhanced object discrimination by robots are described. In some implementations, a robot obtains image data from a camera of the robot, where the image data indicates a detected object. The robot classifies the object as having a particular object type based on the image data. The robot evaluates a current state of the object that includes a predetermined set of object state characteristics. The robot determines that a software application of the robot has indicated (i) an object type and (ii) one or more object state criteria that satisfy the current state of the detected object. The robot provides to the software application data indicating detection of the object and a position of the object.

Abstract: A first multipole assembly includes a first plurality of rod electrodes arranged about an axis and configured to confine ions radially about the axis. A second multipole assembly disposed adjacent to the first multipole assembly includes a second plurality of rod electrodes arranged about the axis and configured to confine the ions radially about the axis. An orientation of the first multipole assembly about the axis is rotationally offset relative to an orientation of the second multipole assembly about the axis.

Abstract: Methods, apparatus, and computer-readable media for determining and utilizing human corrections to robot actions. In some implementations, in response to determining a human correction of a robot action, a correction instance is generated that includes sensor data, captured by one or more sensors of the robot, that is relevant to the corrected action. The correction instance can further include determined incorrect parameter(s) utilized in performing the robot action and/or correction information that is based on the human correction. The correction instance can be utilized to generate training example(s) for training one or model(s), such as neural network model(s), corresponding to those used in determining the incorrect parameter(s). In various implementations, the training is based on correction instances from multiple robots. After a revised version of a model is generated, the revised version can thereafter be utilized by one or more of the multiple robots.

Abstract: A connection including a wireless NB-IoT link is established between a base station in a MNO network and a base station in a MSO network. UE context information, UE radio frequency (RF) information and/or UE Key Performance Indicator (KPI) information are exchanged between the two networks over the established connection via the NB-IoT link, thus facilitating handover preparation and/or handover for a UE. A control server in the MNO controls transfer over the connection including the NB-IoT link, receives and sends information and requests over the connection, evaluates received UE information, makes handover decisions, and generates and sends handover requests.

Abstract: An electrosurgical system includes a radiofrequency (RF) generator having a controller configured to detect an occurrence of a vaporization point of target tissue and a vaporization duration between commencement of delivery of the RF energy and the occurrence of the vaporization point. The controller can apply the vaporization duration to adjust a parameter during subsequent electrode activation, such as RF power level, an electrode activation sequence, a distance between activated electrodes, and a number of activated electrodes. The controller can apply the vaporization duration to determine if whether a predetermined depth of effect has been reached for use in subsequent parameter adjustments.

Abstract: A high capacity magazine for high powered rimfire cartridges comprises a header portion that has a form factor to be received in a rotary magazine receptacle and an arcuate cartridge bank portion that holds a column of cartridges. A pair of clamshell halves define an arcuate cartridge bank and a lower portion of the header potion. A header caps the upper ends of the clamshell halves securing the clamshell halves together. The head and clamshell halves define the cartridge pathway to the magazine exit to be fed into the rifle chamber.

Abstract: An electronic reader may operate in a normal mode. The reader may evaluate criteria to determine whether to continue operating in the normal mode or operate in a secure mode. The secure mode may include deactivating functionality in the reader. Deactivating functionality may include at least one of disabling a credential reading functionality, disabling a credential processing functionality, and disabling a credential communicating functionality.

Abstract: The invention relates to the novel cotton variety designated 18R062. Provided by the invention are the seeds, plants, plant parts and derivatives of the cotton variety 18R062. Also provided by the invention are methods of using cotton variety 18R062 and products derived therefrom. Still further provided by the invention are methods for producing cotton plants by crossing the cotton variety 18R062 with itself or another cotton variety and plants and seeds produced by such methods.

Abstract: Tattoo removal is disclosed. In an example, a method for removing tattoo ink from skin or resolving a medical condition related to tattoo ink, includes applying a primary solution of beta glucan to a treatment area having tattooed skin. The primary solution stimulates the skin in the treatment area to enhance removal of the tattoo ink from the skin. The example method also includes coating the treatment area with a secondary solution. The secondary solution may have an absorbent material to draw in loose ink. The example method also includes disrupting a skin barrier in the treatment area by a needle or ablative device to improve penetration of at least one of the primary solution and the secondary solution.