Abstract: The present disclosure provides a video-based behavior recognition device, comprising a synthesized channel frame provision unit generating highlight information by comparing channel frames corresponding to the respective channels among a plurality of channels and synthesizing the channel frames and the highlight information to provide a synthesized channel frame, a neural network unit providing a middle frame on the basis of the synthesized channel frame and a multi-frame convolution neural network, and a behavior recognition result provision unit providing a behavior recognition result on the basis of the middle frame and a weighted value generated according to the middle frame, and a method operating thereof.

Abstract: The present invention relates to stem cell-derived mature cardiomyocytes and a cardiovascular disease model using same and, more specifically, to differentiation into mature ventricular cardiomyocytes by culturing stem cells in a medium containing FGF4 and ascorbic acid, and use of the differentiated mature ventricular cardiomyocytes as a cardiovascular disease cell model. The mature ventricular cardiomyocytes, obtained by culturing stem cells in a medium containing FGF4 and ascorbic acid and inducing the differentiation thereof, and cardiovascular disease cell model using same according to the present invention are very useful for screening for cardiovascular disease therapeutic agents and evaluation of the toxicity of new drugs.

Abstract: The neural network includes layers, and the layers each include a plurality of units, the plurality of units each have a weight coefficient associated with each input to a unit, and an importance parameter indicating importance of the weight coefficient. The method includes: in learning of a task, adjusting a first weight coefficient based on the importance parameter of the first weight coefficient and a first gradient of the first weight coefficient determined using a training set; and after the learning has been completed, determining, based on the training set, respective second gradients of a plurality of second weight coefficients included in a first layer including the first weight coefficient, and calculating the importance parameter of the first weight coefficient to be used in learning of a next task based on the respective second gradients.

Abstract: The present disclosure discloses beamforming methods and apparatuses. According to an exemplary embodiment of the present disclosure, an antenna message generation deep neural network (DNN) and a beam characteristic generation DNN of a bipartite graph neural network (BGNN) having terminals as vertices on one side and APs as vertices on another side may be constructed.

Abstract: Methods of treating the effects of disruption of normal blood flow in the CNS in an individual subject in need thereof are provided according to aspects of the present invention which include administering a therapeutically effective dose of exogenous NeuroD1 to an area where normal blood flow has been disrupted. Compositions are provided including 1) a recombinant adeno-associated adenovirus expression vector comprising a glial cell specific promoter operably linked to a nucleic acid encoding a site-specific recombinase and 2) a recombinant adeno-associated adenovirus expression vector comprising a ubiquitous promoter operably linked to a nucleic acid encoding NeuroD1, wherein the nucleic acid encoding NeuroD1 is inverted and flanked by two sets of site-specific recombinase recognition sites such that action of the recombinase irreversibly inverts the nucleic acid encoding NeuroD1 such that NeuroD1 is expressed in a mammalian cell.

Abstract: Embodiments of the invention relate to a corrole according to formula [I]; wherein R1, R2, and R3 are each independently H, —COOH, CF3, or a halide selected from the group consisting of F—, Cl—, Br— and I, with the proviso that R1, R2, and R3 can not all be CF3, and when the compound is of Formula II, wherein M is a metallic ion or an elemental ion selected from the group consisting of an elemental ion of group 13-16 in row 3 or above and boron, preferably selected from the group consisting of: Fe, Mn, Ga, P, Mo, Re, Co and Cu, or a salt thereof. Methods for treatment, catalysis, and detection using the compounds are also described.

Abstract: The disclosure relates to compounds of Formula (I), as well as compositions, methods, uses, and kits comprising the same. The compounds, compositions, methods, uses, and kits provided herein are useful in treating diseases or disorders including cancer, HIV, and angiogenesis-related disorders.

Abstract: Provided is a method for providing a real-time prescription sharing and dispensing information monitoring service based on a blockchain network. The method includes receiving prescription information that is input by a doctor device and that corresponds to medical treatment of the doctor, encrypting and storing the prescription information over a blockchain network, receiving dispensing information that is input by a druggist device and that corresponds to the prescription information, encrypting and storing the dispensing information over the blockchain network, and allowing at least one of the doctor device, the druggist device, and a patient device to selectively inquire about the encrypted prescription information and the encrypted dispensing information according to a predetermined condition.

Abstract: The present invention related to an ionically bonded compound of polyethylene-cholic acid for gene transfer and a use thereof and, more specifically, to a compound in which polyethylenimine and cholic acid are ionically bonded to each other, a preparation method therefor, a gene transfer method thereof, and a use thereof for gene transfer.

Abstract: An electrode lead comprises an elongated lead body, at least one lead connector terminal affixed to the proximal end of the lead body, and an electrically insulative cuff body affixed to the distal end of the lead body. The cuff body is configured for being circumferentially disposed around a nerve. The cuff body comprises cutouts, slits, a wrinkled portion, a thin stretchable portion, and/or a serpentine strap, which increases that increase the expandability of the cuff body when disposed around the nerve. The electrode lead further comprises at least one electrode contact affixed to the cuff body, and at least one electrical conductor extending through the lead body between the at least one lead connector terminal and the electrode contact(s). If the cuff body comprises cutouts or slits, the electrode lead can further comprise a thin stretchable film affixed to the cuff body over cutouts or slits.

Abstract: The present disclosure relates to an organic compound having the following structure, and an organic light emitting diode (OLED) and an organic light emitting device including the organic compound. The organic compound can be a bipolar compound having a p-type moiety and an n-type moiety and has high energy level and proper energy bandgap for an emissive layer of the OLED. As the organic compound is applied into the emissive layer, the OLED can maximize its luminous properties as holes and electrons are recombined uniformly over the whole area in an emitting material layer (EML).

Abstract: A combination of active agents for the treatment of Lowe Syndrome (LS) comprising a RhoA inhibitor and a mTOR inhibitor; a pharmaceutical composition comprising the combination and a pharmaceutically acceptable carrier; a combination of pharmaceutical compositions in which one composition comprises a RhoA inhibitor and the other composition comprises a mTOR inhibitor; and a method of treating a patient for LS.

Abstract: A hot extrusion die for a special-shaped square pipe includes a die cavity sleeve with a special-shaped cavity. A hot extrusion mandrel is arranged in the die cavity sleeve. An area between the die cavity sleeve and the hot extrusion mandrel forms a die cavity hole. A first extrusion diversion hole and a second extrusion diversion hole are arranged below the die cavity hole. An integral centroid of the die cavity hole is located at a circle center of a radial cross section of the die cavity sleeve. Further disclosed is a hot extrusion integral forming method for a special-shaped square pipe, including: heating and expanding a blank material; heating the blank material again after expanding; performing hot extrusion on the blank material; and cooling the formed special-shaped square pipe in air to a room temperature, and inspecting surface quality and mechanical properties of the special-shaped square pipe.

Abstract: The present invention provides nanoparticle carriers of active agents which are functionalized by stimuli-responsive conjugation with DNA-nano structures, methods and processes for their preparation, compositions comprising them and uses thereof in methods of treating diseases, disorders and symptoms thereof.

Abstract: A monitoring system and a monitoring method of network latency are provided. The monitoring method includes: making a server communicatively connect to a first host and a second host, wherein the first host provides a first virtual machine operating a first application and the second host provides a second virtual machine operating a second application; and calculating, by the server, time latency information associated with a communication between the first application and the second application according to data obtained from the first host and the second host, and displaying the time latency information through a visual interface, wherein the time latency information includes a total latency of the communication between the first application and the second application.

Abstract: A thin-film solar module with a substrate and a layer structure applied thereon that comprises a rear electrode layer, a front electrode layer, and an absorber layer arranged between the back electrode layer and the front electrode layer. Serially connected solar cells are formed in the layer structure by patterning zones, wherein each patterning zone comprises a first patterning line for subdividing at least the rear electrode layer, a second patterning line for subdividing at least the absorber layer, and at least one third patterning line for subdividing at least the front electrode layer. At least one patterning zone has one or more optically transparent zones in a zone region reduced by the first patterning line, which are in each case rear-electrode-layer-free, wherein the one or more optically transparent zones are implemented such that the rear electrode layer is continuous in the zone region.

Abstract: The present invention relates to a method of treatment for chronic pain, opioid dependence, alcohol use disorder or autism using a class of pyrimidinone compounds, an adenylyl cyclase 1 (AC1) inhibitor. The invention described herein also pertains to pharmaceutical compositions and methods for treating diseases in mammals using those compounds disclosed herein.

Abstract: A film composite folded from a single film to form a plurality of layered film layers (1) and comprising microfluidic structures (5) in different planes, wherein the microfluidic structures are formed by film layers having embossed recesses covered by the respective film layer adjacent in the layering direction, and wherein microfluidic structures of one plane are connected to microfluidic structures of another plane via through-holes in at least one film layer; a method for producing the film composite; and the use of the film composite.

Abstract: A control method of a fastening tool for fastening a component part includes photographing a fastening portion of the component part through a camera portion mounted on the fastening tool. The control method includes pre-processing that rotates an input image, which has been photographed by the camera portion, to match with representative model image. The control method includes estimating the fastening portion through an inference process through a convolutional neural network (CNN) algorithm-based image classification work on a video input image of a same fastening portion finished with the pre-processing work. The control method also includes setting a torque value that is matched with a recognized fastening portion when a probability value of the fastening portion in the inference process exceeds a predetermined reference ratio.

Abstract: This document relates to methods and materials involved in treating cancer. For example, methods and materials for using one or more oncolytic viruses (e.g., one or more replicating oncolytic viruses) to treat cancer in a mammal (e.g., a human) identified as having a cancer likely to respond to oncolytic virotherapy are provided.