Abstract: This application provides a method for training a neural network model and an apparatus. The method includes: obtaining annotation data that is of a service and that is generated by a terminal device in a specified period; training a second neural network model by using the annotation data that is of the service and that is generated in the specified period, to obtain a trained second neural network model; and updating a first neural network model based on the trained second neural network model. In the method, training is performed based on the annotation data generated by the terminal device, so that in an updated first neural network model compared with a universal model, an inference result has a higher confidence level, and a personalized requirement of a user can be better met.

Abstract: The embodiments of the disclosure provide apparatus, method and system for location based touch, which can implement location based touch on the image of the projection display apparatus without the requirement of operation of the computing device by the user.

Abstract: Data location-based query optimization for scan operators in a large-scale distributed database system is disclosed. In various embodiments, a set of query processing segments to be used to process a query is identified. It is determined for each of a plurality of data blocks to be scanned to process the query a corresponding storage location in which the data block is stored in a distributed storage system. Each of the plurality of data blocks is assigned to be scanned by a query processing segment selected based at least in part on a location of the query processing segment relative to the corresponding storage location in which the data block is stored.

Abstract: Systems and methods of communicating between a plurality of hosts comprising one or more first hosts controlled by a first control plane and one or more second hosts controlled by a second control plane are disclosed herein. Each of the one or more first hosts runs at least one tunneling endpoint of one or more first tunneling endpoints, and each of the one or more second hosts runs at least one tunneling endpoint of one or more second tunneling endpoint. The method includes storing, at each of the one or more first hosts, a global list identifying at least the one or more second tunneling endpoints. The method further includes receiving a packet at one of the one or more first tunneling endpoints. The method further includes replicating, encapsulating, and transmitting the packet to each of the one or more second tunneling endpoints based on the global list.

Abstract: A display panel is provided including: an array substrate; a plurality of gate scanning signal lines and a plurality of data signal lines on the array substrate, projections of the plurality of gate scanning signal lines on the array substrate and projections of the plurality of data signal lines on the array substrate intersecting with each other; a plurality of sub-pixels arranged in an array, the plurality of sub-pixels being surrounded by the plurality of gate scanning signal lines and the plurality of data signal lines; touch sensing signal lines; and touch circuits. At least a part of the gate scanning signal lines are multiplexed to charge the touch circuits, and each of the touch sensing signal lines is configured to sense a change in an electrical signal of one of the touch circuits which have been charged so as to determine a position of a touch point.

Abstract: An electroplating copper layer includes bamboo-like copper crystal particles having a highly preferred orientation. The bamboo-like copper crystal particles have a long axis direction and a short axis direction, and the bamboo-like copper crystal particles have a length of 20 nm to 5 ?m in the long axis direction and a length of 20 nm to 2 ?m in the short axis direction. The bamboo-like copper crystal particles have a uniform particle size, and the electroplating copper layer has a major diffraction peak at a 2? angle of about 44°.

Abstract: M×N dispatching in a large scale distributed system is disclosed. In various embodiments, a query is received. A query plan is generated to perform the query. A subset of query processing segments is selected, from a set of available query processing segments, to perform an assigned portion of the query plan. An assignment to perform the assigned portion of the query plan is dispatched to the selected subset of query processing segments.

Abstract: The present application discloses a levelling compound for electrodepositing metals.

Abstract: A system and method in a mobile device for controlling a connected device is disclosed. In one embodiment, the method includes receiving an image; processing the image to identify at least a first image attribute where the first image attribute includes an image feature or an image object; accessing a database of connected devices, each connected device in the database being identified by a linked image and being associated with device metadata describing at least a device type of the connected device; comparing the first image attribute with the linked images corresponding to the connected devices stored in the database; identifying a first connected device having a linked image matching the first image attribute; and in response to the identifying, providing a user interface configured to control the first connected device, the user interface including a control function corresponding to the device type of the first connected device.

Abstract: A method and system for executing database queries in parallel using a shared metadata store. The metadata store may reside on a master node, where the master node is the root node in a tree. The master node may distribute query plans and query metadata to other nodes in the cluster. These additional nodes may request additional metadata from each other or the master nodes as necessary.

Abstract: A gradient amplifier for use in a MRI system can be located in the scan room. The gradient amplifier includes pair of rails connected to a gradient power supply. The gradient amplifier also includes a H-bridge of switches which includes a first high side switch and a first low side switch connected in series between the pair of rails, and a second high side switch and a second low side switch connected in series between the pair of rails. The gradient amplifier further includes a first high side driver circuit, a first low side driver circuit, a second high side driver circuit, and a second low side driver circuit, each configured to drive the corresponding switch in the H-bridge. A common power source supplies power to all driver circuits, wherein power is supplied to the high side driver circuits through bootstrap circuits.

Abstract: A mobile industry processor interface MIPI clock frequency configuration method and apparatus are provided. When a radio frequency band used by a device on which an MIPI is located changes, an MIPI clock frequency is determined according to radio frequency band information, where the radio frequency band information includes the radio frequency band currently used by the device, and the determined MIPI clock frequency causes no interference to the radio frequency band currently used by the device; and an MIPI clock frequency of the device is configured as the determined MIPI clock frequency. According to the technical solutions in the present invention, when a radio frequency band of a device changes, an MIPI clock frequency causes no interference to communication of the device, thereby improving communication quality and stability of the device.

Abstract: Provided are a driving method and a driving apparatus for a display device, and a display device. The driving method includes inputting a gate driving signal to each gate line progressively, and inputting a gate driving signal to one gate line within each scanning period; inputting a data signal to each data line within each scanning period, and inverting, for one time, polarity of a data signal inputted to the same data line every n scanning periods; and inputting a threshold voltage with a preset time length to a threshold voltage line within each scanning period, latching the data signal inputted to the data line when a threshold voltage is inputted to the threshold voltage line, and outputting the data signal otherwise; wherein the second time length is greater than the first time length.

Abstract: A circuit board structure, a binding test method and a display device are provided. The circuit board structure includes a first circuit board including a first binding region, a second circuit board including a second binding region matching with the first binding region, and a test circuit configured to test an alignment state of the first circuit board and the second circuit board. The test circuit includes multiple first electrodes and multiple second electrodes insulated from each other and arranged on the first circuit board, and multiple third electrodes arranged on the second circuit board. A group including one of the first electrodes and one of the second electrodes matches with one of the third electrodes, so that a current flows through the test circuit in case that the test circuit is supplied with power.

Abstract: An electroplating copper layer includes bamboo-like copper crystal particles having a highly preferred orientation. The bamboo-like copper crystal particles have a long axis direction and a short axis direction, and the bamboo-like copper crystal particles have a length of 20 nm to 5 ?m in the long axis direction and a length of 20 nm to 2 ?m in the short axis direction. A method of preparing the bamboo-like copper crystal particles is also disclosed.

Abstract: In a method, a controller sends a first route update packet including a first route to a first forwarding device, so that the first forwarding device sends a third route update packet including a third route to at least one target forwarding device; a second forwarding device receives the third route update packet, determines a target link from the first forwarding device to the second forwarding device, and sends, based on a monitored state of the target link, a second route update packet including a second route and a target field to the controller; and the controller determines the state of the target link based on the target field in the second route update packet.

Abstract: A method of preparing an electroplating copper layer having a preferred growth orientation includes: providing an electroplating solution that includes 120 to 200 g/L of copper sulfate, 50 to 150 g/L of sulfuric acid, 100 to 1000 ppm of a wetting agent, 5 to 50 ppm of a brightener, 40 to 100 ppm of a non-dye leveler, and water; providing a phosphorous copper anode that includes 0.03-150 wt % of phosphor; and conducting electroplating at a current density of 1-18 A/dm2; and applying mechanical stirring to ensure an uniform concentration distribution of the electroplating solution and to increase mass transfer.