Abstract: Provided are a device and method for evaluating performance of a wearable muscle enhancement device.

Abstract: An encoding apparatus connected to a learning circuit processing learning of a deep neural network and configured to perform encoding for reconfiguring connection or disconnection of a plurality of edges in a layer of the deep neural network using an edge sequence generated based on a random number sequence and dropout information indicating a ratio between connected edges and disconnected edges of a plurality of edges included in a layer of the deep neural network.

Abstract: The present invention provides a method and apparatus for cleaning parts used in substrate processing. In a method for cleaning parts of a substrate processing, plasma generated from cleaning gas is supplied together with a cooling medium to clean the parts, but the cooling medium may be provided at a lower temperature than the plasma.

Abstract: A data diode chip provides a flexible device for collecting data from a data source and transmitting the data to a data destination using one-way data transmission. On-chip processing elements allow the data diode to identify automatically the type of connectivity provided to the data diode and configure the data diode to handle the identified type of connectivity.

Abstract: A lighting device includes a light guide plate configured to guide and diffuse a light from a light source, and a garnish body including a lighting area to which the diffused light is radiated, wherein the light guide plate is disposed at a predetermined angle with respect to the garnish body.

Abstract: An image processing apparatus applies an image to a first learning network model to optimize the edges of the image, applies the image to a second learning network model to optimize the texture of the image, and applies a first weight to the first image and a second weight to the second image based on information on the edge areas and the texture areas of the image to acquire an output image.

Abstract: The present disclosure relates to a semiconductor device, and more particularly, relates to a non-volatile memory device having a three-dimensional structure. The non-volatile memory device according to an embodiment of the present disclosure includes a first chip having a peripheral circuit therein and a second chip that is stacked on the first chip and that includes memory blocks. The second chip includes a common source line that has a plate shape and extends in first and second directions, first and second dummy common source lines disposed at a same height level as the common source line, an upper insulating layer that covers the common source line and the first and second dummy common source lines, and first and second dummy contact plugs extending in a third direction and that are electrically connected to the first and second dummy common source lines, respectively, and used as electrodes of a vertical capacitor.

Abstract: A cooking appliance includes a cabinet that defines a vertical direction and an inner shell positioned within the cabinet. The inner shell defines a cooking chamber therein. The cooking appliance also includes an upper heating module positioned at or proximate to an upper wall of the inner shell. The cooking appliance further includes a movable platform mounted to the inner shell within the cabinet. The movable platform is configured to move along the vertical direction between a bottom position wherein the movable platform is at least partially flush with a bottom wall of the inner shell and an elevated position wherein the movable platform is positioned above the bottom wall of the inner shell.

Abstract: Disclosed is a lower cross member of a vehicle. The lower cross member includes a core member configured to be disposed on a vehicle floor so as to extend in a width direction of the vehicle, to be formed of a composite material including unidirectional carbon fiber or bidirectional carbon fiber, and to have a cross-section including at least one closed curve, a lower layer configured to extend in an extending direction of the core member, to be disposed between the core member and the vehicle floor, and to be formed of a composite material including a first multi-axial glass fabric, and an upper layer configured to extend in the extending direction of the core member, to be disposed on an upper surface of the core member, and to be formed of a composite material including a second multi-axial glass fabric.

Abstract: A vehicle body structure includes: a front pillar joined to a dash panel; a front side member extending from the dash panel toward the front of a vehicle; a side sill connected to a bottom end of the front pillar; a rear lower member connecting a rear portion of the front side member and a front portion of the side sill; and a connection member connecting at least two of the front pillar, the side sill, and the rear lower member. The connection member is integrally connected to the front pillar, the side sill, or the rear lower member to form a unitary one piece structure therewith.

Abstract: An image processing apparatus applies an image to a first learning network model to optimize the edges of the image, applies the image to a second learning network model to optimize the texture of the image, and applies a first weight to the first image and a second weight to the second image based on information on the edge areas and the texture areas of the image to acquire an output image.

Abstract: A fluorescent protein sensor capable of quantitatively measuring oxidation degree of methionine residues of a specific protein, and a use thereof. Specifically, a fluorescent biosensor recombinant protein in which an MsrB protein, a cpYFP protein, a thioredoxin 3 protein, a linker protein and a G protein are linked in this order, and which is capable of quantitatively measuring the oxidation degree of methionine residues of a target protein; a fluorescent biosensor comprising same; a method for measuring oxidation degree of methionine residues of a target protein; and an information providing method for diagnosis of oxidative stress-associated diseases; and a method for screening for a therapeutic agent for oxidative stress-associated diseases.

Abstract: An encoding apparatus connected to a learning circuit processing learning of a deep neural network and configured to perform encoding for reconfiguring connection or disconnection of a plurality of edges in a layer of the deep neural network using an edge sequence generated based on a random number sequence and dropout information indicating a ratio between connected edges and disconnected edges of a plurality of edges included in a layer of the deep neural network.

Abstract: A cooking appliance and a roasting assembly configured to be removably mounted within such cooking appliance are provided. The roasting assembly includes a pan defining an internal volume. The pan is configured to be rotatably mounted on a floor of a cooking chamber of the cooking appliance. The roasting assembly also includes a stirrer rod positioned within the internal volume of the pan. The stirrer rod is configured to be coupled to a rotating hub of the cooking appliance whereby the stirrer rod rotates with the rotating hub. The pan rotates at a first speed and the stirrer rod rotates at a second speed different from the first speed.

Abstract: A microwave oven is provided having a cabinet defining a cooking chamber, a door pivotably attached to the cabinet and a button for opening the door. The door may be configured to selectively allow entry to the cooking chamber. The button may include an outer panel and a primary body. The outer panel may be moveable between a locked position and an unlocked position. The primary body may be located below the outer panel. The primary body may be accessible in the unlocked position. The button may further include a spring, the spring in biased engagement with the outer panel. The spring may motivate the outer panel to the locked position.

Abstract: The disclosure relates to an artificial intelligence (AI) system that simulates functions such as cognition and judgment of the human brain by utilizing machine learning algorithms such as deep learning and its applications.

Abstract: A data diode chip provides a flexible device for collecting data from a data source and transmitting the data to a data destination using one-way data transmission. On-chip processing elements allow the data diode to identify automatically the type of connectivity provided to the data diode and configure the data diode to handle the identified type of connectivity.

Abstract: A vehicle body structure includes: a front pillar joined to a dash panel; a front side member extending from the dash panel toward the front of a vehicle; a side sill connected to a bottom end of the front pillar; a rear lower member connecting a rear portion of the front side member and a front portion of the side sill; and a connection member connecting at least two of the front pillar, the side sill, and the rear lower member. The connection member is integrally connected to the front pillar, the side sill, or the rear lower member to form a unitary one piece structure therewith.

Abstract: A method may include receiving a menu set selection including a plurality of predetermined dish options at a registered user device and transmitting the menu set selection to an unregistered user device. The method may further include receiving a recipe selection of one or more of the plurality of predetermined dish options from the unregistered user device and directing a cooking operation at the cooking appliance based on the received recipe selection.

Abstract: A vehicle body structure includes: a front pillar joined to a dash panel; a front side member extending from the dash panel toward the front of a vehicle; a side sill connected to a bottom end of the front pillar; a rear lower member connecting a rear portion of the front side member and a front portion of the side sill; and a connection member connecting at least two of the front pillar, the side sill, and the rear lower member.