Abstract: A method for contracting a tensor network is provided. The method comprises generating a graph representation of the tensor network, processing the graph representation to determine a contraction for the tensor network by an agent that implements a reinforcement learning algorithm, and processing the tensor network in accordance with the contraction to generate a contracted tensor network.

Abstract: A photovoltaic module includes at least one solar cell, an encapsulant encapsulating the at least one solar cell, a frontsheet juxtaposed with the encapsulant, and backsheet juxtaposed with the encapsulant. The frontsheet includes a glass layer, a polymer layer attached to the glass layer, and an adhesive layer attaching the polymer layer to the glass layer. The backsheet includes a single-layer, moisture-resistant, fire-retardant membrane.

Abstract: Systems, computer program products, and methods are described herein for triggering resource channel mapping for dynamic authentication. The present invention is configured to receive, from a user input device, a request from a user to access resources via a first resource channel; retrieve information associated with the user; query a resource channel repository using the information associated with the user; retrieve, from the resource channel repository, information associated with a second resource channel based on at least the query, wherein the second resource channel is associated with the user; in response, automatically trigger a resource channel mapping engine; map, using the resource channel mapping engine, the second resource channel and the first resource channel; and in response, authorize the request to access the resources via the first resource channel.

Abstract: In some examples, a machine-readable medium can store instructions executable by a processing resource to designate a first field of view of a first sensor of a head-mounted display as an active area, designate a second field of view of a second sensor of the head-mounted display as a gesture area, detect, when present, a gesture in the gesture area and cause an effect of the gesture to occur responsive to detection of the gesture.

Abstract: Systems, methods, and computer program products are provided for providing data processing channels for alternative resource usage. The method includes determining a vendor data channel from potential vendor data channel(s) for processing a resource transfer with a user. The method also includes determining a vendor data channel resource value for the potential vendor data channel(s). The vendor data channel resource value is higher for a potential vendor data channel corresponding to a secondary vendor than one corresponding to the primary vendor. The method further includes adjusting a resource transfer value corresponding to the resource transfer based on the vendor data channel resource value. The method still further includes causing an execution of the resource transfer with the determined vendor data channel based on the adjusted resource transfer value in response to determining the vendor resource value is adequate to cover the adjusted resource transfer value.

Abstract: Examples of a method for emotive avatar animation are described. Some examples of the method may include combining first user pose data captured by an external camera with second user pose data captured by a head-mounted display (HMD). Some examples of the method may include animating an emotive avatar based on the combined user pose data.

Abstract: Systems, computer program products, and methods are described herein for triggering resource channel mapping for dynamic authentication. The present invention is configured to receive, from a user input device, a request from a user to access resources via a first resource channel; retrieve information associated with the user; query a resource channel repository using the information associated with the user; retrieve, from the resource channel repository, information associated with a second resource channel based on at least the query, wherein the second resource channel is associated with the user; in response, automatically trigger a resource channel mapping engine; map, using the resource channel mapping engine, the second resource channel and the first resource channel; and in response, authorize the request to access the resources via the first resource channel.

Abstract: A system and method provide for the immediate transmission of a potential alarm to a remote alarm signal escrow site and from the escrow site to a host station in the event where a control panel or an alarm signaling device is tampered with or destroyed by a disablement tactic, e.g., a “crash and smash intrusion.” A system and method may also send an alarm signal during such an attack by using predictive analysis of real-time events.

Abstract: Systems, methods, and computer program products are provided for providing an electronic centralized gateway switch to a plurality of network devices. The method includes assigning a resource value to a resource received from a sending user. The resource value corresponds to a value of the resource received. The method also includes receiving a resource transfer information. The resource transfer information includes intended transfer target information corresponding to an intended transfer target account associated with an intended transfer target. The intended transfer target account is associated with one of a plurality of resource entities. The method further includes connecting to the resource entity associated with the intended transfer target account based on the resource entity associated with the intended transfer target account.

Abstract: Systems, computer program products, and methods are described herein for authenticating access to a network using electronic identification credentials.

Abstract: Techniques are described for using sensor data derived from a monitoring system to drive personalized content. Sensor data captured by a monitoring system may be used to determine attributes of users of the monitoring system and/or attributes of a property monitored by the monitoring system. The determined attributes may be used to select content to present to users of the monitoring system. Content presentation may be made through the monitoring system and may be triggered based on events detected by the monitoring system.

Abstract: Structured light is projected onto an object, and an image of the object as illuminated by the projected structured light is captured. Reference object points are identified within the captured image, and the structured light projected onto the object is modified based on the identified reference object points. An additional image of the object as illuminated by the modified projected structured light is captured, and additional reference object points are identified within the captured additional image.

Abstract: In some examples, unstructured data is evaluated using a natural language processing model to output a set of subjective indicators. These subjective indicators are scored using a predictive model to determine whether a dependent user has or is likely to develop a particular condition such as a cellular abnormality.

Abstract: Methods and systems, including computer programs encoded on computer storage media, for providing internet access through a control panel of an alarm system, the method including establishing, by a control panel of an alarm system in a property, a first connection to an alarm system monitoring server across a cellular network, determining that a known source of internet within the property is not available, in response to determining that the known source of internet within the property is not available, establishing, by the control panel, a second connection to the internet across the cellular network, providing internet access to one or more devices in the property through the second connection, determining that the known source of internet within the property is available, and in response to determining that the known source of internet within the property is available, terminating, by the control panel, the second connection.

Abstract: Techniques are described for moving asset location tracking and monitoring system technology. A system monitors for events related to a monitoring system that monitors a fixed property and the system detects an event related to the monitoring system based on the monitoring. The system performs an operation that leverages geographic location tracking of at least one mobile asset associated with the fixed property based on the detected event.

Abstract: Aspects of the disclosure relate to cash handling devices that provide intelligent monitoring and management of cash cycles. A cash handling device having at least one processor, a communication interface, and memory may receive, from a mobile device, a request to process a pre-staged transaction. Subsequently, the cash handling device may generate and present a graphical identifier based on the mobile device requesting access to the cash handling device. Next, the cash handling device may verify that the mobile device is authorized to perform the pre-staged transaction based on the graphical identifier being scanned by the mobile device and cause a connection to be established between the cash handling device and the mobile device. Thereafter, the cash handling device may identify and process the pre-staged transaction associated with the mobile device. Then, the cash handling device may generate a notification indicating completed processing of the identified pre-staged transaction.

Abstract: Systems, methods, and computer-readable media are disclosed for synchronization and presentation of multiple 3D content streams. Example methods may include determining a first content stream of 3D content to send to a user device, where movement of the user device causes presentation of different portions of the 3D content at the user device, and determining a first position of the user device. Some methods may include causing presentation of a first portion of the first content stream at the user device, where the first portion corresponds to the first position, determining a second content stream of 3D content, where movement of the user device causes presentation of different portions of the 3D content at the user device, and causing presentation of a second portion of the second content stream at the user device, where the second portion corresponds to the first position of the user device.

Abstract: Apparatuses, systems, and techniques to optimize kernel selection for performing a computation. In at least one embodiment, a neural network is trained and utilized to generate a list of kernels so that an (e.g., optimal) kernel may be identified. The neural network receives characteristics of the input matrices and determines relevancy scores for a list of possible kernels. Based on an ordered listing of kernels by relevant score, a kernel is selected from the list and utilized to perform the computation and provide the result.

Abstract: An apparatus for cleansing wounds with means for stressing the wound bed and optionally tissue surrounding the wound, in which irrigant fluid from a reservoir connected to a conformable wound dressing and wound exudate from the dressing are recirculated by a devise for moving fluid through a flow path which passes through the dressing and a means for fluid cleansing and back to the dressing. The cleansing means (which may be a single-phase, e.g. micro-filtration, system or a two-phase, e.g. dialytic system) removes materials deleterious to wound healing, and the cleansed fluid, still containing materials that are beneficial in promoting wound healing, is returned to the wound bed. The means for stressing the wound bed and optionally tissue surrounding the wound promotes wound healing. The dressing and a method of treatment using the apparatus.

Abstract: Active agent-containing fibrous elements and/or articles, and more particularly to water-insoluble fibrous elements and/or water-insoluble articles, for example consumable, single use water-insoluble articles such as shave prep articles including one or more active agents, for example one or more fatty amphiphiles and one or more cationic surfactants, and one or more auxiliary ingredients, for example structurants, fibrous elements containing such active agents and auxiliary ingredients, methods for making such articles and fibrous elements, and methods of using such articles are provided.