Abstract: A method with object tracking includes: determining a first target tracking state by tracking a target from a first image frame with a first field of view (FoV); determining a second FoV based on the first FoV and the first target tracking state; and generating a second target tracking result by tracking a target from a second image frame with the second FoV.

Abstract: A display module is provided. The display module includes: a substrate; a thin film transistor (TFT) layer formed on one surface of the substrate; and a plurality of micro LEDs disposed on the TFT layer. The plurality of micro LEDs are transferred from a transfer substrate to the TFT layer by a laser beam radiated to the transfer substrate through openings of a mask. The openings correspond to regions in which the respective micro LEDs of the transfer substrate are arranged and the openings correspond to a width, a length, or a unit area of each of the micro LEDs.

Abstract: A semiconductor device includes an active region on a substrate, a gate structure on the substrate and intersecting the active region, a source/drain region on the active region on both sides of the gate structure and including silicon (Si), and a contact structure on the source/drain region. The source/drain region includes a shallow doping region doped with germanium (Ge) and is in an upper region including an upper surface of the source/drain region. A concentration of germanium (Ge) in the shallow doping region gradually decreases from the upper surface of the source/drain region toward an upper surface of the substrate in a direction that is perpendicular to an upper surface of the substrate.

Abstract: A semiconductor device is provided. The semiconductor device comprises a substrate having a wide bandgap semiconductor material and an epitaxial layer arranged over a first surface of the substrate. A source region having a first conductivity type may be arranged in the epitaxial layer. A well region having a second conductivity type may be laterally adjacent to the source region. The first conductivity type may be different from the second conductivity type. A gate dielectric layer may be arranged over the well region. A field dielectric layer may be arranged over the epitaxial layer adjacent to the well region.

Abstract: A multilayer ceramic electronic component includes a ceramic body including a dielectric layer and first and second internal electrodes, a first external electrode connected to the first internal electrode, and a second external electrode connected to the second internal electrode. The ceramic body includes a capacitance formation portion having first and a second surfaces opposing each other in a first direction, third and fourth surfaces opposing each other in a second direction, and fifth and sixth surfaces opposing each other in a third direction, the ceramic body including a first margin portion disposed on the third and fifth surfaces and a second margin portion disposed on the fourth and sixth surfaces.

Abstract: In one example, a semiconductor device comprises a main substrate having a top side and a bottom side, a first electronic component on the top side of the main substrate, a second electronic component on the bottom side of the main substrate, a substrate structure on the bottom side of the main substrate adjacent to the second electronic component, and an encapsulant structure comprising an encapsulant top portion on the top side of the main substrate and contacting a side of the first electronic component, and an encapsulant bottom portion on the bottom side of the main substrate and contacting a side of the second electronic component and a side of the substrate structure. Other examples and related methods are also disclosed herein.

Abstract: The present disclosure relates to methods for treating a respiratory system of a subject, as well as medicine delivery devices for delivering an aerosol medicine to a subject in need thereof. A benefit to the methods herein can be generating a respiratory pattern of a subject that can accurately measure inhalation and exhalation patterns, which can in turn provide a benefit of more efficient and timely delivery of an aerosol medicine to a subject in need thereof. Additional benefits to the methods and devices herein can be helping to improve treatment outcomes, as well as avoiding wastage of expensive medicines. Additional benefits to the medicine delivery devices disclosed herein can be non-invasive, low cost, lightweight, compact, versatile, and simple to use devices useful for a wide range of patients and healthcare settings. Another benefit of the medicine delivery devices can be providing a single-use device that can lower the risk of infection for patients and healthcare providers.

Abstract: A display device includes a base layer, a light emitting element layer disposed on the base layer, and an encapsulation layer disposed on the light emitting element layer, wherein the encapsulation layer includes an organic film containing a photochromic material that changes color upon stress, and accordingly, the display device may keep satisfactory colors even when highly stretched.

Abstract: A method for processing blocks of flash memory to decrease raw bit errors from the flash memory is provided. The method includes identifying one or more blocks of the flash memory for a refresh operation and writing information regarding the identified blocks, to a data structure. The method includes issuing background reads to the identified blocks, according to the data structure, as the refresh operation. The method may be embodied on a computer readable medium. In some embodiments the background reads may be based on a time based refresh responsive to an increase in raw bit error count in the flash memory over time.

Abstract: The present application presents a Uniform Memory Access (UMA) network including a cluster of UMA nodes. A system in a UMA node comprises persistent memory; non-persistent memory, a node control device operatively coupled to the persistent memory and the non-persistent memory, a local interface for interfacing with the local server in the respective UMA node, and a network interface for interfacing with the UMA network. The node control device is configured to translate between a local unified memory access (UMA) address space accessible by applications running on a local server and a global UMA address space that is mapped to a physical UMA address space. The physical UMA address space includes physical address spaces associated with different UMA nodes in the cluster of UMA nodes. Thus, a server in the UMA network can access the physical address spaces at other UMA nodes without going through the servers in the other UMA nodes.

Abstract: The invention relates to a method and a system for improving performance of text summarization and has an object of improving performance of a technique for generating a summary from a given paragraph. According to the invention to achieve the object, a method for improving performance of text summarization includes: an a step of generating an embedding vector by vectorizing a natural language-based context; a b step of generating a graph by using the embedding vector; a c step of assigning a weight depending on whether or not a keyword corresponding to at least one node included in the graph is present in the context; and a d step of selecting a path having a highest likelihood in the graph and generating a summary based on the path.

Abstract: A high electron mobility transistor (HEMT) includes a carrier transit layer, a carrier supply layer, a main gate, a control gate, a source electrode and a drain electrode. The carrier transit layer is on a substrate. The carrier supply layer is on the carrier transit layer. The main gate and the control gate are on the carrier supply layer. The source electrode and the drain electrode are at two opposite sides of the main gate and the control gate, wherein the source electrode is electrically connected to the control gate by a metal interconnect. The present invention also provides a method of forming a high electron mobility transistor (HEMT).

Abstract: A negative electrode active material including a core, an intermediate layer on a surface of the core, and a shell layer on a surface of the intermediate layer, wherein the core includes a silicon oxide of SiOx (0<x<2); the intermediate layer includes a lithium silicate, the shell layer includes lithium fluoride (LiF) and the intermediate layer is present in an amount of 5 wt %-15 wt % based on a total weight of the negative electrode active material. Also, a method for preparing the negative electrode active material, and a negative electrode and lithium secondary battery including the same. The negative electrode active material provides excellent initial efficiency and life characteristics.

Abstract: A method of fabricating a semiconductor device includes performing an optical proximity correction (OPC) operation on a design pattern of a layout, and forming a photoresist pattern on a substrate, using a photomask which is manufactured with the layout corrected by the OPC operation. The OPC operation includes generating a target pattern based on the design pattern, performing a first OPC operation, based on the target pattern, to generate a first correction pattern, measuring a target error by comparing a first simulation image of the first correction pattern with the target pattern, generating a retarget pattern from the target pattern, based on the target error, and performing a second OPC operation, based on the retarget pattern, to generate a second correction pattern.

Abstract: An electronic device is provided. The electronic device includes a communication module which can communicate with an electronic pen, and a processor, wherein the processor may determine the state of the electronic device, determine the state of the electronic pen, and, when the state of the electronic pen is determined that the electronic pen is attached to the electronic device and an input from the electronic pen is received through the communication module, perform a function related to the electronic pen based on the determined state of the electronic device.

Abstract: Disclosed are an electronic device for vehicles, the electronic device including an interface and a processor configured to acquire an existing map through the interface, to acquire a newly generated feature through the interface, to input the feature to an artificial neural network pre-trained through machine learning in order to generate a new map feature, to generate a new cell based on the new map feature upon determining that an existing map feature included in a cell of the existing map discords with the new map feature, and to replace the cell in which discordance occurs with the new cell when a vehicle enters the cell in which discordance occurs, and an operation method thereof. Data generated by the electronic device for vehicles may be transmitted to an external device using a 5G communication scheme.

Abstract: An image processing apparatus includes a camera configured to generate first image data, a pre-processor configured to generate second image data based on performing a pre-processing operation on the first image data, a neural network processor configured to generate third image data based on performing an image processing operation on the second image data based on using a neural network model trained to perform one or more particular image processing operations, and a main processor configured to generate corrected image data based on performing a post-processing operation on the third image data.

Abstract: Disclosed is an operating method of a neural network processing device that communicates with an external memory device and executes a plurality of layers including obtaining layer information of the plurality of layers by analyzing a connection structure of the plurality of layers, generating an input address and an output address for a target layer based on the layer information, receiving expected input data and expected output data for the target layer, storing the expected input data at an input address area of the external memory device corresponding the input address, storing output result data at an output address area of the external memory device corresponding the output address by executing the target layer, comparing the output result data with the expected output data, and determining whether an error for the target layer occurs.

Abstract: A manufacturing method of a screening tape for using in an unshielded signal transmission cable without a drain wire for transmitting analog or digital signals comprises the following steps: providing an insulating substrate having a continuous flat surface; providing a continuous conductive layer; providing an adhesion layer in a discontinuous manner on the continuous flat surface of the insulating substrate or on the continuous conductive layer; bonding the continuous conductive layer and the insulating substrate through the adhesion layer to form a laminated structure comprising the insulating substrate, the adhesion layer, and the continuous conductive layer; and stretching the laminated structure in a longitudinal direction of the laminated structure to divide the conductive layer into multiple discrete conductive blocks that are mechanically and electrically isolated from each other.

Abstract: Disclosed is an electric water pump including: a main body; a motor module including a rotor and a stator to generate a rotational force with power supplied from an outside; a pump module coupled to a first side of the main body, and including an impeller spinning by the rotational force of the motor module, an inlet to introduce a fluid as the impeller spins, and an outlet; a controller housing coupled to a second side of the main body and coupling with a controller for controlling the motor module; and a rotary shaft transmitting the rotational force from the motor module to the impeller, wherein the rotor is formed by performing insert injection-molding after stacking a rotor core and coupling with a magnet, and the rotary shaft is pressed into the rotor so that the rotor and the rotary shaft can be formed as a single body.