Abstract: Error detection and correction (EDAC) logic of a memory subsystem may be monitored for error corrections, with the EDAC logic configured to use a first EDAC level. The number of error corrections made by the EDAC logic while using the first EDAC level during a time interval may be determined. The EDAC logic may be switched from using the first EDAC level to using a second EDAC level when the number of error corrections using the first EDAC level during the time interval exceeds a threshold.

Abstract: Various embodiments, methods and systems for implementing a form generation system are provided. Generating forms includes dynamic generation, personalization, and optimization of the forms based on automation objects that instruct on how to construct, structure and present forms for personalized data capture experiences. In operation, a form generator engine receives a request from a computing device to access a form. The form generator engine accesses form generation automation rules that are based on form generation parameters and automation objects. Using form generation automation rules, form generation parameters are used to generate automation objects including an annotated schema, a machine learning model, and a layout. Based on the form generation automation rules the automation objects are used to generate the form such that at least a field or a section of the form is selected based on a relevance score associated with field or section. The form is communicated for display.

Abstract: The present invention discloses a system for linking first type of entities and second type of entities in a page. The system is configured to generate a feature vector for each of the first type of entities and each of the second type of entities. Further, the system is configured to receive into a neural network, a pair of the feature vectors, wherein one of the pair of the feature vector corresponds to a feature vector of a first type of entity and another feature vector corresponds to a feature vector of a second type of entity. The entities corresponding to the pair of feature vectors are neighboring each other. The neural network is configured to generate an output, indicating the likelihood of the pair of entities being linked.

Abstract: Error detection and correction (EDAC) logic of a memory subsystem may be monitored for error corrections, with the EDAC logic configured to use a first EDAC level. The number of error corrections made by the EDAC logic while using the first EDAC level during a time interval may be determined. The EDAC logic may be switched from using the first EDAC level to using a second EDAC level when the number of error corrections using the first EDAC level during the time interval exceeds a threshold.

Abstract: Live video streams are produced using a network server system. The network server system initially receives, via a network, one or more captured video streams that are live streams captured from a remotely-located camera, phone or the like. The captured streams are forwarded to a control device via the network to thereby permit a user of the control device to select one of the captured video streams for output to the video production stream. In response to a command received from the control device that indicates the selected capture stream, the selected capture video stream is encoded for output as the video production stream.

Abstract: A medical assembly that includes a medical device including a handle having an actuator, a shaft extending distally from the handle, and a sensor at a distal end of the shaft. The distal end of the shaft is coupled to the actuator by a wire extending through the shaft, and the sensor is configured to measure data indicative of the distal end of the shaft moving from a first position to a second position. The actuator is configured to articulate the distal end of the shaft based on the data measured by the sensor to move the distal end from the second position to the first position.

Abstract: A device includes a catheter extending longitudinally from a proximal end to a distal end and including a lumen and a grasper. The grasper includes jaws connected such that the jaws are movable between an open configuration and a closed configuration. Also, the device includes a control member connected to the grasper so that a longitudinal movement of the member relative to the catheter moves the grasper between the configurations and a proximal interface including a piston connected to the proximal end so that, when the grasper is moved toward the closed configuration, the piston applies a negative pressure through the catheter to draw a separated portion of thrombus proximally therethrough.

Abstract: A method comprises generating a first set of hardware performance counter (HPC) events that is ranked based on an ability of an individual HPC event to profile a malware class, generating a second set of HPC event combinations that is ranked based on an ability of a set of at least two joint HPC events to profile a malware class, generating a third set of extended HPC event combinations, profiling one or more malware events and one or more benign applications to obtain a detection accuracy parameter for each malware event, applying a machine learning model to rank the third set of HPC event combinations based on malware detection accuracy, and applying a genetic algorithm to the third set of HPC event combinations to identify a subset of the third set of extended combinations of HPC events to be used for malware detection and classification.

Abstract: Estimation of the ground plane of a three dimensional (3D) point cloud based modifications to the random sample consensus (RANSAC) algorithm is provided. The modifications may include applying roll and pitch constraints to the selection of random planes in the 3D point cloud, using a cost function based on the number of inliers in the random plane and the number of 3D points below the random plane in the 3D point cloud, and computing a distance threshold for the 3D point cloud that is used in determining whether or not a 3D point in the 3D point cloud is an inlier of a random plane.

Abstract: Computerized systems and methods are provided to intelligently and dynamically manage a data center comprising at least one server and at least one central manager. The central manager is programmed to access the at least one server on a predetermined schedule to determine whether at least one application is functioning properly by determining a functionality level. Alternatively, the central manager determines whether the at least one server is actively used by determining an activity level for the server. Based on the central manager's determinations, the system dynamically adjusts the power level of the server, resulting in reduced power consumption and a reduction in wasted resources and unnecessary processing power in the management of servers in a data center.

Abstract: A clipping system includes an adapter, a clip and a first extending member. The clip includes first and second jaws which are movable between an insertion configuration and an initial deployed configuration. The jaws are biased toward the initial configuration. The first member is releasably coupled to the clip and movably connected to the adapter. The first member includes a distal end releasably coupled to the first jaw such that longitudinal movement of the first member relative to the adapter moves the clip between the insertion configuration, the initial configuration and a review configuration. The first member is operable to retract the clip proximally over the adapter so that the clip is forced open as the clip is retracted over the adapter. A first releasable link connects the first member to the clip and releases when the first member is subject to a force exceeding a predetermined threshold value.

Abstract: A method and apparatus are described for user protection from external e-mail attack. Some embodiments pertain to receiving a first e-mail at an e-mail client, receiving a detection of a suspicious element in the first e-mail from a detection system, flagging the first e-mail as suspicious with a first flag and a first warning level in response to receiving the detection, flagging a second e-mail with a second flag and a second warning level, displaying the first and second flags with explanatory text in a mailbox view of the e-mail client without opening the first and second e-mail for display to the user, the suspicious element not being selectable in the mailbox view, and sorting the first and the second e-mail with other e-mails of the mailbox view based on the flag warning levels.

Abstract: Beam and antenna array split configuration optimization is disclosed. A network node device generates a beam dictionary defining a set of beams. The network node device estimates a traffic density distribution for a radio channel based on obtained channel quality information. The network node device determines, for each of at least two array split configurations associated with a transceiver antenna array of the network node device, a set of optimal beams from the beam dictionary that optimizes a utility function, based on the estimated traffic density distribution. The network node device selects an array split configuration that maximizes the utility function across a coverage area of a radio cell associated with the network node device. The network node device applies the selected array split configuration to the transceiver antenna array in response to evaluating that the selected array split configuration improves downlink performance.

Abstract: Systems and methods for passive social media contact engagement are provided. In example embodiments, a publication that represents an item available for purchase is identified. An item image for the publication is accessed. A profile image using the item image is generated. The profile image is assigned to an entity profile, corresponding to an entity associated with the publication, of a social networking service. The assignment of the profile image causes the profile image to be displayed to members of the social networking service in place of a member profile image.

Abstract: A decoder decodes a memory address and selectively drives a select line (such as a word line or mux line) of a memory. An encoding circuit encodes the data on select lines to generate an encoded address. The encoded address and the memory address are compared by a comparison circuit to generate a test result signal which is indicative of whether the decoder is operating properly. To test the comparison circuit for proper operation, a subset of an MBIST scan routine causes the encoded address to be blocked from the comparison circuit and a force signal to be applied in its place. A test signal from the scan routine and the force signal are then compared by the comparison circuit, with the test result signal generated from the comparison being indicative of whether the comparison circuit itself is operating properly.

Abstract: An apparatus comprising: a MIMO antenna for transmitting beamformed signals on a plurality of beams using a common frequency- and time-limited physical channel resource; means for computing a beamforming gain of each beam in each sub-sector in a coverage area of said plurality of beams; means for determining a beam dominance region of each beam within the coverage area of said plurality of beams; means for determining, within the dominance region of each beam, an average of the beamforming gain of each of the other beams at least partially co-locating within said beam dominance region; means for determining inter-beam interference estimations as an average interference of each beam from each of said other beams; and means for scheduling transmissions of the beams by said MIMO antenna on said common frequency- and time-limited physical channel resource based on said inter-beam interference estimations.

Abstract: Disclosed are various embodiments facilitating a holistic engagement with a user across multiple communication channels of an organization or an enterprise based at least in part on a determined user intent. As users interact with various services associated with the organization through one or more communication channels, interaction data can be captured and stored. In various examples, the interaction data that is stored by the various services can be obtained and organized according to a predefined schema. The organized interaction data can be applied to a trained intent model that outputs a user intent based at least in part on observations of other users with similar histories. The predicted intent can be provided to the different services such that subsequent interactions between the user and the organization can be based at least in part on the intent in a consistent manner, regardless of the communication channel associated with the interaction.

Abstract: A system may include a processor, and a non-transitory computer readable medium having encoded thereon a set of instructions executable by the processor to establish a first multilink connection associated with a first basic service set and a second multilink connection associated with a second basic service set, set the second basic service set as a priority basic service set, switch an enabled link of the first basic service set on which communications are carried, and in response to determining that the enabled link of the first basic service set has been switched, switch an enabled link of the second basic service set based, wherein switching the enabled link of the second basic service set includes enabling the first link while the second link is concurrently enabled for a first duration, and disabling the second link after the first duration.

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: 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.