Abstract: In one embodiment of the present invention, environment information corresponding to a user is received. A target environment is simulated in augmented reality based on the environment information. Physiological information corresponding to the user is received. A cognitive state of the user is determined based on the physiological information. In response to determining that the cognitive state of the user is not a target cognitive state, the target environment is modified in augmented reality to achieve the target cognitive state.

Abstract: In one embodiment of the present invention, environment information corresponding to a user is received. A target environment is simulated in augmented reality based on the environment information. Physiological information corresponding to the user is received. A cognitive state of the user is determined based on the physiological information. In response to determining that the cognitive state of the user is not a target cognitive state, the target environment is modified in augmented reality to achieve the target cognitive state.

Abstract: A method of transfer learning includes receiving second data and generating, via a first network, second labels for the second data. In one configuration, the first network has been previously trained on first labels for first data. Additionally, the second labels are generated for training a second network.

Abstract: A magnetic memory element for using in magnetic random access memory. The magnetic memory element includes a novel exchange coupling layer for use in an antiferromagnetic structure for magnetically pinning a magnetic reference layer of the memory element. The exchange coupling layer is located between a first magnetic layer (reference layer) and a second magnetic layer (keeper layer). The exchange coupling layer includes a layer of Ru located between first and second layers of Ir. The Ir layers can be in contact with each of the first and second magnetic layers to provide an interfacial magnetic anisotropy, as well as providing RKKY exchange field. The Ru layer, provides an increased RKKY exchange field as a result of the high RKKY exchange coupling of Ru.

Abstract: An apparatus configured to, in respect of presentation, to a user, of a secondary content window (201) overlying a scene (200) such that it covers a predefined area of the scene, the secondary content window (201) providing a display area for secondary visual content thereby allowing for viewing of the secondary visual content alongside the scene outside the predefined area; based on a predetermined event occurring in the scene at a location hidden by the secondary content window; provide for presentation of audio of at least the predetermined event with an event spatial audio effect, the event spatial audio effect configured to place a perceived origin of the audio of the predetermined event at a location (301) outside the secondary content window (201) to thereby alert a user to the occurrence of the predetermined event hidden by the secondary content window.

Abstract: A system, article, and method of 3D reconstruction with volume-based filtering for image processing.

Abstract: A device receives, from a cloud computing environment, application usage information associated with application instances in the cloud computing environment for an application, and processes the application usage information, with a machine learning model, to determine behavior patterns and predicted tasks for the application. The device determines a modified quantity of the application instances based on the behavior patterns and the predicted tasks for the application, and causes the modified quantity of the application instances to be implemented in the cloud computing environment based on one or more rules. The device stores information associated with the modified quantity of the application instances in a data structure, and updates the machine learning model based on the information associated with the modified quantity of the application instances stored in the data structure.

Abstract: A method of producing dynamic controllable data composites from two or more data segments includes: building or training one or more function mappers to map between one or more extracted feature envelopes sets from the original data and one or more general parametric representations of the data; combining the extracted feature envelopes or the function mappers using two or more audio segments; and feeding the extracted feature envelopes or combined feature envelopes to the function mappers to obtain synthesis parameters to drive a synthesis process.

Abstract: A method and a system for warping a rendered frame is disclosed. On a host device of a split-rendering system, the method includes generating the rendered frame based on head tracking information of a user. The method also includes identifying a region of interest (ROI) of the rendered frame. The method also includes generating metadata for a warping operation from the ROI. The method further include transmitting the rendered frame and the metadata for a warping operation of the rendered frame. On a client device of the split-rendering system, the method includes transmitting head tracking information of a user by a client device. The method also includes receiving the rendered frame and metadata. The method further includes warping the rendered frame using the metadata and display pose information. The host device and the client device may be combined into an all-in-one head mounted display.

Abstract: A semiconductor device operable to demodulate incident modulated electromagnetic radiation, the semiconductor device comprising: a pinned photodiode structure including a substrate of a first type, an implant layer of a second type disposed within the substrate, first and second auxiliary implant layers of the second type disposed within the substrate and each disposed adjacent to the implant layer of the second type, an implant layer of the first type disposed within the implant layer of the second type and extending into the first and second auxiliary implant layers of the second type, an insulator disposed on a surface of the substrate, and a photo-detection region; first and second transfer gates disposed on a surface of the insulator, the transfer gates being operable to generate a field within the substrate; and first and second floating diffusion implant layers of the second type disposed within the substrate.

Abstract: A semiconductor device includes a substrate, a gate stack over the substrate, an insulating structure over the gate stack, a conductive via in the insulating structure, and an contact etch stop layer (CESL) over the insulating structure. The insulating structure has an air slit therein. The conductive via is electrically connected to the gate stack. A portion of the CESL is exposed in the air slit.

Abstract: An information processing apparatus includes a display controller configured to output display information to be displayed on a display apparatus, and an analysis unit. The display apparatus includes an operation display area displaying an operation of a robotic system based on robot control data and an information display area displaying information related to an operation parameter of the robotic system in a time-series manner based on the robot control data. The analysis unit is configured to analyze the operation parameter to specify a warning event. The display controller displays the wanting event specified by the analysis unit in the operation display area and the information display area in association with each other.

Abstract: Techniques are provided for imputation in computer-based reasoning systems. The techniques include performing the following until there are no more cases in a computer-based reasoning model with missing fields for which imputation is desired: determining which cases have fields to impute (e.g., missing fields) in the computer-based reasoning model and determining conviction scores for the cases that have fields to impute. The techniques proceed by determining for which cases to impute data based on conviction scores. For each of the determined one or more cases with missing fields to impute data is imputed for the missing field, and the case is modified with the imputed data. Control of a system is then caused using the updated computer-based reasoning model.

Abstract: A display device including a first data line and a second data line extending along a first direction, a first transistor connected to the first data line, a second transistor connected to the first transistor, a third transistor electrically connected to the second transistor, a connecting line disposed between the first data line and the second data line, the connecting line connecting the second transistor to the third transistor, and a driving voltage line disposed on the connecting line, the driving voltage line extending between the first data line and the connecting line.

Abstract: A control system and method for controlling a system, which employs a data set representing a plurality of states and associated trajectories of an environment of the system; and which iteratively determines an estimate of an optimal control policy for the system. The iterative process performs the substeps, until convergence, of estimating a long term value for operation at a respective state of the environment over a series of predicted future environmental states; using a complex return of the data set to determine a bound to improve the estimated long term value; and producing an updated estimate of an optimal control policy dependent on the improved estimate of the long term value. The control system may produce an output signal to control the system directly, or output the optimized control policy. The system preferably is a reinforcement learning system which continually improves.

Abstract: Disclosed in some examples, are methods, systems, and machine readable mediums which provide an event processing system and indicator engine that provide indicators to one or more of the channel systems that pertain to a status of an issue experienced by a customer. The indicators are created in part based upon updates to the issue entered into a customer issue system and when displayed in a channel system, the indicators provide an indication that there is an update on the particular issue affecting the customer.

Abstract: A technique for resolving entities provided in a question includes creating respective entity context vectors (ECVs) for respective entities in an applicable knowledge graph (KG). A question is received from a user. A first entity is identified in the question. The first entity is associated with a matching one of the entities in the KG. An ECV for the matching one of the entities in the KG is modified. An answer to the question is generated based on the modified ECV.

Abstract: Techniques for providing multi-screen interaction in an interactive application. A primary device establishes an application session. The application session includes a virtual environment relating to a physical environment in which the primary user device is located. The primary user device is configured to display a graphical image relating to a primary virtual camera view of the virtual environment. A secondary virtual camera view of the virtual environment, relating to the primary virtual camera view, is determined. The primary user device transmits image data relating to the secondary virtual camera view from the primary user device to a secondary user device, which is configured to display a graphical image based on the image data. Responsive to receiving an interaction request from the secondary user device, the primary user device controls the application session based on the interaction request.

Abstract: A technique for dynamic augmented reality media creation includes an analysis of reality content received by a device. Augmentation data is identified based on the analysis of the reality content, and then the augmentation data is displayed to the user via the device. A capture module determines whether the reality content meets capture event criteria and, if the criteria is met, augmented reality content is created and captured prior to a display of the augmentation data to the user.

Abstract: A technique for dynamic augmented reality media creation includes an analysis of reality content received by a device. Augmentation data is identified based on the analysis of the reality content, and then the augmentation data is displayed to the user via the device. A capture module determines whether the reality content meets capture event criteria and, if the criteria is met, augmented reality content is created and captured prior to a display of the augmentation data to the user.