Abstract: A method may include establishing a connection with a wearable device and at least one sensory module device disposed within an environment. The method may also include receiving, from the at least one sensory module device, a recording of an auditory input from a subject and physical movement of the subject in the environment. The method may further include receiving, from the wearable device, at least one physiological signal of the subject. In addition, the method may include detecting, via machine learning, presence of a challenging behavior of the subject based on the received record of the auditory input, the physical movement, and the at least one physiological signal of the subject. Further, the method may include transmitting a notification of the detected challenging behavior to an external device.

Abstract: An electronic device may receive a control packet from the second electronic device with a request for information about a router. Then, the electronic device may provide a response to the second electronic device with the information about the router, where the response is provided using unicast communication. Next, the electronic device may receive an optional acknowledgment from the second electronic device. Furthermore, the electronic device may store response information that indicates the response was provided to the second electronic device and the optional acknowledgment was received. When the electronic device receives one or more subsequent control packets from the second electronic device with the request for the information about the router, the electronic device may determine that there is malicious activity based at least in part on the response information and may perform a remedial action.

Abstract: The present application provides hydrogel microcapsules, particularly, canonized hydrogel microcapsules having improved substantivity. This application further relates to the use of hydrogel microcapsules for delivering encapsulated actives in a wide range of industries and applications including: agrochemicals, pharmaceuticals, cosmetics industry, personal care products, laundering detergents, homecare & cleaning products, dish washing detergents, oral care, dental care, textiles, paper, mining, oil industry, water treatment, adhesives, coatings, plastics, sealants, construction, paints, inks and dyes onto different substrate surfaces such as skin, hair, textiles.

Abstract: Methods and systems for out-of-distribution (OOD) detection in autonomous driving systems are described. A method for use in an autonomous driving system may include filtering feature vectors. The feature vectors may be filtered using a first filter to obtain clusters of feature vectors. The method may include assigning one or more images to a respective cluster based on a feature vector of the image. The method may include filtering a subset of the images using a second filter to determine a classification model. The method may include storing the classification model on a vehicle control system of a vehicle. The method may include detecting an image using a vehicle sensor. The method may include classifying the detected image based on the classification model. The method may include performing a vehicle action based on the classified detected image.

Abstract: Methods and apparatus for processing a substrate are provided. For example, a method includes sputtering a material from a target in a PVD chamber to form a material layer on a layer comprising a feature of the substrate, the feature having an opening width defined by a first sidewall and a second sidewall, the material layer having a greater lateral thickness at the top surface of the layer than a thickness on the first sidewall or the second sidewall within the feature, depositing additional material on the layer by biasing the layer with an RF bias at a low power, etching the material layer from the layer by biasing the layer with an RF bias at a high-power, and repeatedly alternating between the low power and the high-power at a predetermined frequency.

Abstract: A system and method for real-life interactive experience between virtual participants in a gathering of up to thousands of people attending a streamed event, using their computers and mobile devices. The virtual participants sit at boxes and tables at the event and see video and hear audio of other participants sitting at the same table and box. The participants interact with other participants of their choosing without disturbing the rest of the participants. They can use local chat boxes and global chat boxes to chat with the participants of the event. The participants may virtually move from one area to another area of the event using the event layout and sit in a new area of their choosing as they would at an in-person event while watching the streaming of the event thus providing a close to real-life experience of interacting with the event participants.

Abstract: A plasma vapor deposition (PVD) chamber used for depositing material includes an apparatus for influencing ion trajectories during deposition on a substrate. The apparatus includes at least one annular support assembly configured to be externally attached to and positioned below a substrate support pedestal and a magnetic field generator affixed to the annular support assembly and configured to radiate magnetic fields on a top surface of the substrate. The magnetic field generator may include a plurality of symmetrically spaced discrete permanent magnets or may use one or more electromagnets to generate the magnetic fields.

Abstract: Methods of processing a substrate in a PVD chamber are provided herein. In some embodiments, a method of processing a substrate in a PVD chamber, includes: sputtering material from a target disposed in the PVD chamber and onto a substrate, wherein at least some of the material sputtered from the target is guided to the substrate through a magnetic field provided by one or more upper magnets disposed about a processing volume of the PVD chamber above a support pedestal for the substrate in the PVD chamber, one or more first magnets disposed about the support pedestal and providing an increased magnetic field strength at an edge region of the substrate, and one or more second magnets disposed below the support pedestal that increase a magnetic field strength at a central region of the substrate.

Abstract: Methods and apparatus for processing a plurality of substrates are provided herein. In some embodiments, a method of processing a plurality of substrates in a physical vapor deposition (PVD) chamber includes: performing a series of reflow processes on a corresponding series of substrates over at least a portion of a life of a sputtering target disposed in the PVD chamber, wherein a substrate-to-target distance in the PVD chamber and a support-to-target distance within the PVD chamber are each controlled as a function of the life of the sputtering target.

Abstract: Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive structural analysis. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform predictive structural analysis using at least one of table column classification machine learning models, table column clustering machine learning models, structural variance generation machine learning models, and emergence report generation machine learning models.

Abstract: The present disclosure relates to a system and method to facilitate sharing media resources of a computing device with a data device integrated with the system for enabling a network based communication with a remote device. In an exemplary implementation, the proposed system receives a device information pertaining to available computing devices through a discovery manager. The system selects the computing device from the available computing devices. The system enables to initiate a communication between the data device and the remote device. Upon initiation of the communication, the system receives a communication data from the computing device. The system transmits the received communication data to the remote device for facilitating the network based communication with the remote device.

Abstract: Methods and apparatus for processing a plurality of substrates are provided herein. In some embodiments, a method of processing a plurality of substrates in a physical vapor deposition (PVD) chamber includes: performing a series of reflow processes on a corresponding series of substrates over at least a portion of a life of a sputtering target disposed in the PVD chamber, wherein a substrate-to-target distance in the PVD chamber and a support-to-target distance within the PVD chamber are each controlled as a function of the life of the sputtering target.

Abstract: The present application describes a microcapsule comprising: (i) a lipophilic core material, and (ii) a microcapsule shell, wherein microcapsule shell formed from oil-in-water emulsion polymerisation of monomer mixture consisting essentially of: (a) greater than 70 to about 99% by weight of at least one polyfunctional ethylenically unsaturated monomer, (b) about 1 to about 30% by weight of at least one unsaturated carboxylic acid monomer or its ester, and (c) about 0 to about 30% by weight of at least one vinyl monomer. Also provides process for preparing the same and its method of use in various applications.

Abstract: A tactile sensor, a surgical instrument, and a method of making the tactile sensor are provided. In one embodiment, a tactile sensor includes a first electrode, a second electrode, and an intermediate layer between the first electrode and the second electrode. The intermediate layer includes a polyurethane-zinc oxide nanocomposite. Further, one or both of the first and second electrodes may include a silver conductive paste.

Abstract: Methods and systems for out-of-distribution (OOD) detection in autonomous driving systems are described. A method for use in an autonomous driving system may include filtering feature vectors. The feature vectors may be filtered using a first filter to obtain clusters of feature vectors. The method may include assigning one or more images to a respective cluster based on a feature vector of the image. The method may include filtering a subset of the images using a second filter to determine a classification model. The method may include storing the classification model on a vehicle control system of a vehicle. The method may include detecting an image using a vehicle sensor. The method may include classifying the detected image based on the classification model. The method may include performing a vehicle action based on the classified detected image.

Abstract: An electronic device may receive a control packet from the second electronic device with a request for information about a router. Then, the electronic device may provide a response to the second electronic device with the information about the router, where the response is provided using unicast communication. Next, the electronic device may receive an optional acknowledgment from the second electronic device. Furthermore, the electronic device may store response information that indicates the response was provided to the second electronic device and the optional acknowledgment was received. When the electronic device receives one or more subsequent control packets from the second electronic device with the request for the information about the router, the electronic device may determine that there is malicious activity based at least in part on the response information and may perform a remedial action.

Abstract: During operation, an access point receives a message a message from a second access point with second information specifying loading of the second access point. Then, the access point receives a Dynamic Host Configuration Protocol (DHCP) request from an electronic device with an Internet protocol (IP) address of the access point and a media access control (MAC) address of the electronic device. Next, the access point determines, based at least in part on information specifying loading of the access point, the second information and the MAC address, an assigned IP address of a gateway for the electronic device to access a second network, where the assigned IP address is one of: the IP address of the access point, or a second IP address of the second access point. Moreover, the access point provides a DHCP response to the electronic device with the assigned IP address.