Abstract: Disclosed are a method and apparatus for self-training of machine reading comprehension to improve domain adaptation. The method for self-training of the machine reading comprehension may include generating a pseudo training data set comprising pseudo-questions and pseudo-answers in response to a change in a domain to which a trained machine reading comprehension model is to be applied, refining the pseudo training data set, and retraining the machine reading comprehension model and a pseudo-question generator that generates the pseudo-questions using the refined pseudo training data set.

Abstract: Disclosed herein is a method for compressing an image for machine vision, the method including detecting objects in an input image using an object detection network, generating a foreground image including bounding boxes corresponding to the objects and a background image, which is an image acquired by excluding the bounding boxes from the input image, encoding the foreground image and the background image, and decoding the encoded foreground image and the encoded background image.

Abstract: In a method for producing acetoin, butanediol, or butanol from ethanol according to the present invention, a cell-free catalysis method was used by designing an artificial synthetic pathway so that proteins of NOX, EtDH, FLS, BDH, and DDH and variant proteins thereof exhibit cascade catalytic activity as enzymes. Compared to existing fermentation methods using microorganisms, the production method according to the present invention does not require cell growth and has a short synthetic pathway, a fast reaction rate, high yield and productivity, adjustment of targeted reaction conditions is convenient, and butanol may be effectively produced. Moreover, same may be reused numerous times by fixing the proteins to nano-particles, and are also effective for producing acetoin, butanediol, or butanol, thus being economical. Therefore, the production method may be usefully adopted in the relevant industries requiring acetoin, butanediol, or butanol.

Abstract: A barristor-based photodetector is disclosed. The photodetector according to an embodiment comprises: a substrate; a gate electrode which is laminated on the substrate; a first electrode and a second electrode which are laminated on the substrate and spaced apart from the gate electrode; a graphene layer which is formed between the substrate and the second electrode and extends toward the first electrode; and a gate insulating layer which is formed between the gate electrode and the graphene layer.

Abstract: A display panel, a pixel circuit, and a display device are disclosed. The display panel includes sub-pixels and a driver driving the sub-pixels. Each sub-pixel includes: an emission element; a first transistor configured to generate a driving current; a constant current control circuit configured to receive a reference voltage and a bias voltage for setting a value of the driving current and including a first capacitor configured to store a first compensation voltage generated by adding a threshold voltage of the first transistor to a difference between the bias voltage and the reference voltage; and a pulse width control circuit configured to receive a data voltage used to determine an emission duration of the emission element and including a second transistor configured to control a pulse width of the driving current according to the data voltage and a second capacitor configured to store a second compensation voltage corresponding to a threshold voltage of the second transistor.

Abstract: A display device includes: a plurality of pixels, each of which is connected to a corresponding one of a plurality of scan lines, and a scan driver including a plurality of stages, each of which supplies a scan signal to a corresponding one of the scan lines, each of the stages includes: a node controller which supplies a second output signal of a previous stage to a first node based on an input signal of a first clock terminal or a first output signal of the previous stage, a first inverter connected between the first node and a second node, a buffer which supplies a voltage of the second node to a first output terminal based on an input signal of a second clock terminal, and a second inverter connected between the first output terminal and a second output terminal.

Abstract: A display panel includes sub-pixels each including a light-emitting element and a pixel circuit including a first transistor and a second transistor; a timing control unit to generate bias data based on first characteristic information of the first transistor, and generate correction data based on second characteristic information of the second transistor; and a data sensing driving unit configured to receive the bias data and the correction data, and output a bias voltage and a grayscale voltage to the pixel circuit. The pixel circuit includes the first transistor to output a driving current to the light-emitting element; a first driving circuit to control a magnitude of the driving current based on the bias voltage; and a second driving circuit including the second transistor and configured to control a pulse width of the driving current based on the grayscale voltage.

Abstract: The present invention relates to an antimicrobial peptide having an improved antibacterial effect through glutamic acid substitution and, more specifically, to a use of the antimicrobial peptide as an active ingredient in an antibacterial pharmaceutical composition, a food additive, a feed additive, an antiseptic composition, and an antibacterial quasi-drug composition. Not only does the antimicrobial peptide of the present invention exhibit significant antibacterial activity against gram-negative bacteria, but it also exhibits a significant synergistic effect when combinedly treated with antibiotics which have strong antibacterial activity only against gram-positive bacteria and has no or low antibacterial activity against gram-negative bacteria, thereby exhibiting excellent antibacterial effects on gram-positive bacteria, E. coli and Acinetobacter bacteria among gram-negative bacteria, and antibiotic-resistant strains thereof.

Abstract: An emission signal driver comprises stages connected to emission lines. Each of the stages includes a node controller which supplies a start signal or a carry signal, which is input to a start terminal, to a first node in response to a clock signal input to a clock terminal, a first inverter connected between the first node and a second node, and a second inverter connected between the second node and an output terminal.

Abstract: A decoding method of multi-view video information is provided. The decoding method of multi-view video information includes: receiving a bit stream about video data of a plurality of videos photographed by a plurality of cameras; generating first information by extracting depth information of a block in a video frame of a plurality of videos from video data included in the bit stream; generating second information by determining whether the same motion estimation is generated between video frames of the plurality of videos; generating third information by extracting pixel information of a block in the video frame of the plurality of videos; and performing block matching and disparity compensation between video frames of the plurality of videos by inputting the first information to third information to a disparity compensation model of multi-view video information which is generated by being trained in advance.

Abstract: An extinguishing composition includes an extinguishing material and a capsule containing the extinguishing material. The extinguishing material includes calcium bromide. The extinguishing material may be in a capsule.

Abstract: In a method for producing acetoin, butanediol, or butanol from ethanol according to the present invention, a cell-free catalysis method was used by designing an artificial synthetic pathway so that proteins of NOX, EtDH, FLS, BDH, and DDH and variant proteins thereof exhibit cascade catalytic activity as enzymes. Compared to existing fermentation methods using microorganisms, the production method according to the present invention does not require cell growth and has a short synthetic pathway, a fast reaction rate, high yield and productivity, adjustment of targeted reaction conditions is convenient, and butanol may be effectively produced. Moreover, same may be reused numerous times by fixing the proteins to nano-particles, and are also effective for producing acetoin, butanediol, or butanol, thus being economical. Therefore, the production method may be usefully adopted in the relevant industries requiring acetoin, butanediol, or butanol.

Abstract: A damping device for structure includes a base frame installed on a target place, an air floating mass disposed on the base frame to blow off air, a TMD mass disposed above the base frame to float with an air pressure, one pair of guiderail units disposed on X-direction both sides of the base frame along the X direction respectively, slider units disposed to be slidable in the X direction relative to the guiderail units, coupled to each X-direction side face of the TMD mass and each including a slider moving up/down mechanism part which moves down a slider when the TMD mass floats, an oil damper attached to the base frame to exert an attenuation action on the TMD mass and a coil spring attached to the base frame to exert a restoration action on the TMD mass.

Abstract: A barristor-based photodetector is disclosed. The photodetector according to an embodiment comprises: a substrate; a gate electrode which is laminated on the substrate; a first electrode and a second electrode which are laminated on the substrate and spaced apart from the gate electrode; a graphene layer which is formed between the substrate and the second electrode and extends toward the first electrode; and a gate insulating layer which is formed between the gate electrode and the graphene layer.

Abstract: A barristor-based photodetector is disclosed. The photodetector according to an embodiment comprises: a substrate; a gate electrode which is laminated on the substrate; a first electrode and a second electrode which are laminated on the substrate and spaced apart from the gate electrode; a graphene layer which is formed between the substrate and the second electrode and extends toward the first electrode; and a gate insulating layer which is formed between the gate electrode and the graphene layer.

Abstract: Provided is an antibacterial composition against carbapenem-resistant gram-negative bacteria which includes, as an active ingredient, adenylate kinase (ADK) protein derived from Mycobacterium tuberculosis. The ADK protein derived from Mycobacterium tuberculosis, according to the subject matter, has excellent antimicrobial activity against carbapenem-resistant gram-negative bacteria, and thus may be usefully used in a variety of fields as an antibacterial composition.

Abstract: Disclosed are a two-dimensional semiconductor in which an energy band gap changes with thickness, a manufacturing method therefor, and a semiconductor device comprising the same. A two-dimensional semiconductor according to an embodiment comprises: a first layer having a first thickness; and a second layer having a second thickness, wherein the first thickness and the second thickness are different from each other, the first layer forms a first junction with a first electrode, and the second layer forms a second junction with a second electrode.

Abstract: The present invention relates to a composition for preventing or treating sepsis or septic shock including a Mycobacterium tuberculosis-derived adenosine kinase (ADK) protein as an active ingredient. The Mycobacterium tuberculosis-derived ADK protein according to one exemplary embodiment of the present invention has an effect of inhibit binding between the LPS and cells by binding to LPS, and also has an excellent therapeutic effect against sepsis by enhancing viability in a sepsis animal model and suppressing inflammatory response in the lung and cell death in the spleen.

Abstract: Disclosed are a composition for PCR including polyethylene glycol-engrafted nano-sized graphene oxide (PEG-nGO), the composition for PCR being capable of increasing the efficiency and specificity of PCR and shortening PCR time, and a PCR method using the same.

Abstract: A damping device for structure includes a base frame installed on a target place, an air floating mass disposed on the base frame to blow off air, a TMD mass disposed above the base frame to float with an air pressure, one pair of guiderail units disposed on X-direction both sides of the base frame along the X direction respectively, slider units disposed to be slidable in the X direction relative to the guiderail units, coupled to each X-direction side face of the TMD mass and each including a slider moving up/down mechanism part which moves down a slider when the TMD mass floats, an oil damper attached to the base frame to exert an attenuation action on the TMD mass and a coil spring attached to the base frame to exert a restoration action on the TMD mass.