Abstract: A mechanism is described for facilitating inference coordination and processing utilization for machine learning at autonomous machines. A method of embodiments, as described herein, includes detecting, at training time, information relating to one or more tasks to be performed according to a training dataset relating to a processor including a graphics processor. The method may further include analyzing the information to determine one or more portions of hardware relating to the processor capable of supporting the one or more tasks, and configuring the hardware to pre-select the one or more portions to perform the one or more tasks, while other portions of the hardware remain available for other tasks.

Abstract: A backlight unit including a light guide plate (LGP), a light source module disposed adjacent to an incident surface of the LGP and configured to irradiate light to the incident surface, and a light control member disposed between the light source module and the incident surface, in which the light control member includes a reflection preventing layer disposed adjacent to the light source module and configured to prevent reflection of light, a base substrate disposed on the reflection preventing layer and configured to scatter or diffuse light transmitted through the reflection preventing layer, and a light adjusting filter disposed on the base substrate and configured to filter light including a first wavelength among light provided by the light source module.

Abstract: A system and method for laser assisted bonding of semiconductor die. As non-limiting examples, various aspects of this disclosure provide systems and methods that enhance or control laser irradiation of a semiconductor die, for example spatially and/or temporally, to improve bonding of the semiconductor die to a substrate.

Abstract: A cleaner holder includes: a first body having a first charging port configured to charge a cleaner; a second body protruding from the first body to support the cleaner; and a battery accommodating space recessed in one surface of the second body and configured to accommodate a battery detachably mounted to the cleaner, wherein a second charging port configured to charge the battery is provided in the second body.

Abstract: The present invention relates to a two-channel authentication proxy system capable of detecting application tampering, and a method therefor, and provides a method for detecting tampering of an authentication application installed on a mobile terminal, and an authentication proxy system, which performs two-channel device authentication in an authentication proxy server by using a mobile terminal, without individual authentication, by a user, in N (N?1) number of sites, relays the result thereof to a site to be authenticated, and enables repudiation to be prevented by leaving a relay record.

Abstract: A semiconductor device and method of manufacturing are provided. The semiconductor device includes a substrate; first and second structures spaced apart from each other on the substrate in a first direction, the first structure including a first lower electrode and the second structure including a second lower electrode; a first supporter pattern disposed on the substrate to support the first and second structures, and including a first region that exposes portions of sidewalls of the first and second structures, and a second region that covers a second portion of the sidewalls; and a second supporter pattern disposed on the first supporter pattern to support the first and second structures, the second supporter pattern including a third region, the third region configured to expose portions of the first sidewall and the second sidewall, and a fourth region that covers a portion of the first and second sidewalls.

Abstract: Provided are a method and apparatus for radio resource allocation. The radio resource allocation method for a base station may include: obtaining at least one of beamforming structure information and frame structure information; generating resource allocation information for a CSI-RS (channel state information reference signal) on the basis of at least one of the beamforming structure information and the frame structure information; and transmitting the resource allocation information. As a result, it is possible to efficiently perform resource allocation.

Abstract: Embodiments disclose systems and methods for testing and determining outages of communication systems. A server can receive signal-reception-related information from set-top boxes (STBs) in a particular geographical region, where a STB: receives signals having a predefined pattern, generates a comparison of the predefined pattern to reference patterns stored on the STB, generates the signal-reception-related information based on the comparison, and sends the signal-reception-related information. The server can determine an outage status for the particular geographical region based on the signal-reception-related information. The server can generate an output based on the outage status. The output is configured to provide information related to the outage status of the particular geographical region and information for possible responses related to the outage status. The server can send the output.

Abstract: Disclosed is a substrate treating apparatus. The substrate treating apparatus includes a spin head configured to support the substrate, a cup surrounding an outer circumference of the spin head, a first ejection member having a first nozzle configured to discharge a first chemical to the substrate located in the spin head, and a second ejection member having a second nozzle configured to discharge a second chemical of the same chemical composition as that of the first chemical to the substrate located in the spin head.

Abstract: The present invention provides a novel compound for an EBL capable of improving the light emitting efficiency, stability and life span of a device, and an organic electric element and an electronic device using the same.

Abstract: Substrate treating systems are disclosed. The system may include a chamber with a processing space, a supporting unit provided in the processing space to support a substrate, a gas supplying unit provided in the processing space to supply gas into the processing space, a plasma source unit generating plasma from the gas, and a liner unit disposed to enclose the supporting unit. The supporting unit may include a supporting plate supporting a substrate. The liner unit may include an inner liner enclosing the supporting plate and an actuator vertically moving the inner liner.

Abstract: Provided is a method of preparing cinnamaldehyde by using a recombinant microorganism.

Abstract: A front end circuit includes a bypass circuit comprising a first bypass switch and a second bypass switch configured to bypass a signal to a first terminal according to switching operations of the first bypass switch and the second bypass switch; and an amplifier connected in parallel to the bypass circuit and configured to amplify the signal.

Abstract: A system for controlling an air conditioner for vehicles may include a sensor configured to sense surface temperature of a passenger sitting part of a rear seat of a vehicle, a reference temperature estimation device configured to estimate surface temperature of the passenger non-sitting part of the rear seat as a reference temperature, a passenger boarding recognition device configured to compare the surface temperature of the passenger sitting part sensed by the sensor, with the reference temperature estimated by the reference temperature estimation device and to judge that a passenger is seated on the rear seat when a difference between the surface temperature of the passenger sitting part and the reference temperature exceeds a critical value, and an air conditioner operation controller configured to differently control volume and temperature of air discharged from the air conditioner according to whether or not a passenger is seated on the rear seat.

Abstract: A beam steering apparatus includes a transformation layer, of which a refraction index is changed by light irradiation, a pattern layer arranged on the transformation layer and comprises a plurality of patterns, and a light irradiation unit arranged under the transformation layer. The pattern layer has patterns of a metasurface shape to reflect an external laser. The light irradiation unit may emit light having different characteristics.

Abstract: Provided is a method of transmitting ACK/NACK in a TDD-based wireless communication system. The method includes: receiving M downlink subframes associated with an uplink subframe n in each of two serving cells; determining four candidate resources based on the M downlink subframes received in each of the two serving cells; and transmitting an ACK/NACK response for the M downlink subframes by using one resource selected from the four candidate resources in the uplink subframe n, wherein the two serving cells includes a first serving cell and a second serving cell, and wherein among the four candidate resources, a first resource and a second resource are associated with a PDSCH or a SPS release PDCCH for releasing semi-persistent scheduling received in the first serving cell, and a third resource and a fourth resources are associated with a PDSCH received in the second serving cell.

Abstract: A device and a method of unlocking a device are provided. The method of unlocking a device includes: determining whether an input tool of the device is separated from the device, when a disabled screen of the device is enabled; selecting one user interface from among a plurality of user inter faces for unlocking the device on the enabled screen of the device, based on the determination result; displaying the selected user interface on the screen of the device; and receiving a touch input with respect to the displayed user interface.

Abstract: An electronic apparatus, an image compression method thereof, and a non-transitory computer readable medium are provided. The electronic apparatus includes an image inputter configured to receive image data, a memory configured to store data, and a processor configured to convert a pixel value of a frame constituting the image data received by the image inputter to a first data value using a preset algorithm, to determine offset for reducing the number of bits of the first data value based on a range of the converted first data value, to add the determined offset to the first data value to generate a second data value, and to store compressed data formed by compressing the generated second data value in the memory, wherein a header of the compressed data includes information on the number of bits of the second data value and the determined offset.