Abstract: A deployment request is received for a plurality of clusters within a plurality cloud computing environments. The deployment request relates to one or more operational actions for computing devices associated with the plurality of clusters. The plurality of clusters is associated with a single application programming interface (API). A set of standards are received for the plurality of clusters from the API. The plurality of clusters is configured according to the set of standards to create a configured plurality of clusters. The configured plurality of clusters are deployed within the plurality of cloud computing environments.

Abstract: An Eye Sign language communication system and method is useful for people suffering from Quadriplegia, stroke or paralysis. The Eye Sign language communication system is based on advanced machine learning and deep learning to identify the eye sign language based on the eye blinks and direction of eye gaze with help of pupil for interpretation of signs into alphabets and words and conversion of words into speech. Hardware with sensors, controllers, and speakers along with a display screen are used to process the eye signs and display the alphabets, words and sentences and announce the detected alphabets, words and sounds using the speakers.

Abstract: The present disclosure relates to aerosol delivery devices. The aerosol delivery devices may include an atomizer, a reservoir configured to contain an aerosol precursor composition and an electrical circuit coupled to the atomizer. The electrical circuit may include an electrical generator assembly including a moveable input member and an electrical generator configured to produce an electrical current from movement of the moveable input member. The electrical circuit may be configured to direct the electrical current to the atomizer to produce an aerosol from the aerosol precursor composition. A related aerosol production method is also provided.

Abstract: A method of forming an isocyanate-functional polymer component includes forming a first mixture by mixing a recycled polyurethane article and a first isocyanate component having isocyanate-functional groups. The first mixture is heated to a temperature sufficient to transform the recycled polyurethane article from a solid form to a liquid form and react the liquid recycled polyurethane component with the first isocyanate component to form an isocyanate-functional polymer component having an isocyanate-functional group content greater than zero and less than isocyanate-functional group content of the first isocyanate component. The formed isocyanate-functional polymer component may then be used for forming a polyurethane article or polyurethane foam article that is the reaction product of the formed isocyanate-functional polymer component, a second isocyanate component and an isocyanate-reactive component having hydroxyl-functional groups.

Abstract: Embodiments are generally directed to compression in machine learning and deep learning processing. An embodiment of an apparatus for compression of untyped data includes a graphical processing unit (GPU) including a data compression pipeline, the data compression pipeline including a data port coupled with one or more shader cores, wherein the data port is to allow transfer of untyped data without format conversion, and a 3D compression/decompression unit to provide for compression of untyped data to be stored to a memory subsystem and decompression of untyped data from the memory subsystem.

Abstract: In an approach, a processor identifies a plurality of text separators in a borderless table, a text separator of the plurality of text separators defining a non-text region between two consecutive text lines in the borderless table. A processor classifies the plurality of text separators into a number of target clusters comprised in a target group based on property information related to the plurality of text separators, the number of target clusters corresponding to a number of separator types. A processor provides indication information to indicate respective separator types of the plurality of text separators based on a result of the classifying.

Abstract: Methods and systems are provided for testing three-dimensional (3D) stacked dies of integrated circuits (ICs). The methods and systems receive, by test signal routing logic implemented on a first die, a first die test signal, the test signal routing logic operating in an elevate mode or turn mode. The methods and systems receive a second die test signal from a second die and route the first die test signal to an external device in the turn mode. The methods and systems route the second die test signal received from the second die to the external device in the elevate mode.

Abstract: A farming machine identifies and treats a plant as the farming machine travels through a field. The farming machine includes an array of tiled image sensors for capturing images of the field. A control system identifies an active region in the captured images and generates a tiled image that includes the active region. The control system applies image processing functions to identify the plant in the tiled image and actuates a treatment mechanism to treat the identified plant. The control system causes the array of image sensors to capture the image, identifies the plant, and actuates the treatment mechanism in real time as the farming machine travels through the field.

Abstract: A method for synchronizing a file system (FS) and a remote file system (RFS) includes monitoring the FS for FS events, generating FS event records, receiving RFS event records of RFS events, generating file system operations (FSOs) based on the FS and RFS event records, and communicating the FSOs to the FS and RFS to synchronize them. A method for generating the FSOs includes accessing a plurality of FS and/or RFS event records, processing the accessed records to generate processed event records, generating the FSOs based on the processed event records, and outputting the FSOs to cause synchronization of the FS and RFS. Systems are also described. The invention facilitates event-based, steady-state synchronization of local and remote file systems.

Abstract: In various embodiments, a bonded structure is disclosed. The bonded structure can include an element and a passive electronic component having a first surface bonded to the element and a second surface opposite the first surface. The passive electronic component can comprise a first anode terminal bonded to a corresponding second anode terminal of the element and a first cathode terminal bonded to a corresponding second cathode terminal of the element. The first anode terminal and the first cathode terminal can be disposed on the first surface of the passive electronic component.

Abstract: Various embodiments improve existing technologies by generating one or more user interface elements or personalized pages based on determining that a set of inventory items are within a geographical vicinity (e.g., a threshold distance) of a user. In response to a determination that a particular item is within a geographical vicinity of a user, some embodiments cause display of a page (e.g., a personalized page) that identifies item and/or other information, such as an identity and address of the local retailers that offer the item for sale. Such functionality can be integrated with additional functionality, such as electronic marketplace searches and item listings, and local delivery service requests, among other things.

Abstract: The method can include optionally training a transportation modality classification model; determining a transportation modality of a trip; and optionally triggering an action based on the transportation modality. However, the method can additionally or alternatively include any other suitable elements. The method functions to facilitate a classification of a transportation modality for trips based on location data (e.g., collected at a mobile device). Additionally or alternatively, the method can function to facilitate content provisions based on a trip classification.

Abstract: A method of ranking recommendations, the method comprising receiving a recommendation to improve employee productivity, the recommendation including an indication of an equipment fault, retrieving context data associated with the equipment fault, the context data including at least three of: a fault priority associated with the equipment fault, a work order status for a work order associated with the equipment fault, a priority associated with at least one of (i) a piece of equipment, (ii) a space, or (iii) an individual associated with the equipment fault, a monetary value associated with the equipment fault, or a health parameter associated with the equipment fault, calculating a score for the recommendation based on the at least three of: the fault priority, the work order status, the priority, the monetary value, or the health parameter, and performing an action based on the score using at least one of the score or the recommendation.

Abstract: Described herein are IC devices that include semiconductor nanoribbons stacked over one another to realize high-density three-dimensional (3D) dynamic random-access memory (DRAM). An example device includes a first semiconductor nanoribbon, a second semiconductor nanoribbon, a first source or drain (S/D) region and a second S/D region in each of the first and second nanoribbons, a first gate stack at least partially surrounding a portion of the first nanoribbon between the first and second S/D regions in the first nanoribbon, and a second gate stack, not electrically coupled to the first gate stack, at least partially surrounding a portion of the second nanoribbon between the first and second S/D regions in the second nanoribbon. The device further includes a bitline coupled to the first S/D regions of both the first and second nanoribbons.

Abstract: The disclosure relates to methods for producing mesodermal lineage cells, cardiac lineage cells, hematopoietic lineage cells, retinal lineage cells, and combinations thereof. In some aspects, the disclosure relates to methods of producing mixed tissue organoids comprising retinal lineage cells and cardiac lineage cells. When interaction of WDR5 protein at the binding pocket/interaction surface with RBBP5/MYC/KANSL2 is disrupted in the embryonic stem cell for a set period of time after differentiation of the embryonic stem cell has begun, and the disruption of that interaction is subsequently removed, differentiation of the embryonic stem cell to a mesodermal lineage cell is obtained. Such mesodermal lineage cells may, in some methods of the disclosure, be subsequently differentiated into cardiac lineage cells and hematopoietic lineage cells. The disclosure also relates to method for producing mixed lineage organoids, comprising retinal and mesodermal, including cardiac, lineage cells in a single organoid.

Abstract: The present invention describes substituted benzo[f]imidazo[1,5-a][1,4]diazepines of the formula (I): wherein R1, R2, R2?, R3, and X are as disclosed herein. These compounds target alpha-4 and alpha-5 GABAa receptors and are useful for the treatment of airway hyperresponsiveness and inflammation in asthma.

Abstract: Tokenized rows of a training portion of a database are selected, each of the selected tokenized rows having a first token value stored in a first column of the database. Training row vectors are grouped into clusters. From the clusters, prototypes are generated, each prototype comprising a numerical representation of a cluster. From input tokens, an input row vector is generated, the input row vector comprising a numerical representation of input tokens representing data in an input row of the database, the input row excluded from the training portion, each input token comprising a textual representation of data in a cell of the input row. Based on similarity with the input row vector, a prototype is selected. Data derived from the selected prototype is inserted into the first column of the input row.

Abstract: Systems and methods under the present disclosure can provide communication between instruments or resources at multiple locations. One example is a system of interconnection for various types of assets at multiple laboratories in different locations. Assets, devices, resources, or services at a location can multicast a beacon identifying itself. Verification of the asset, etc., can be done by communicating with a URI associated with that asset. Authentication of assets can be token-based to enable communication. Proxy servers at all or some of the locations can manage authentication and communication between locations and between assets. Tunnels can be implemented between different locations to help ensure secure communication.

Abstract: A method, computer program product, and computer system for upgrading, by a computing device, a plurality of storage appliances in a cluster, wherein the storage appliance cluster may include at least a primary storage appliance and a secondary storage appliance. It may be determined that an upgrade to a plurality of storage appliances in a cluster has completed. Distributed data may be queried for each storage appliance in the cluster based upon, at least in part, determining that the upgrade to the plurality of storage appliances in the cluster has completed. Data stored in a management database in the primary storage appliance and data stored locally in the secondary storage appliance may be combined based upon, at least in part, querying the distributed data for each storage appliance in the cluster.

Abstract: A control system of a farming machine is configured to identify obstruction in a field from image data of the field. The control system accesses an obstruction model configured to identify obstructions in a field from image data of the field. The obstruction model is generated by accessing image data of obstructions in a training field, each obstruction corresponding to a prescribed action occurring at a prescribed time, labelling the image data of the obstructions, and training the obstruction model based on the labelled image data. The control system captures image data of the field including an obstruction and inputs the image data into the obstruction model. Responsive to identifying the obstruction in the field, the control system modifies treatment instructions of the farming machine such that the farming machine performs a implements a farming objective while avoiding the obstruction in the field.