Abstract: A system uses a machine learning model trained using multitask learning for processing audio signals of different types. The system may be used in a device such as a headset, smart glasses, or a smart watch, and may be used to make predictions based on different types of audio signals, for example, for classifying acoustic events based on audio signal or for keyword spotting to detect wake words. The use of a single machine learning model for analyzing different types of audio signals improves storage efficiency as well as energy efficiency of devices compared to systems that use a different machine learning model for processing each type of audio signal.

Abstract: A display panel and a method for manufacturing a display panel, and a display apparatus are provided. The display panel includes a substrate, a driving layer and a light-emitting layer, the driving layer includes a plurality of groups of pixel circuits, the source-drain metal layer of the driving layer includes an auxiliary electrode located on a side of a group of pixel circuits; the light-emitting layer includes a light-emitting device and a transition structure, a second electrode of the light emitting device covers at least a part of the transition structure and is connected to the auxiliary electrode.

Abstract: Methods and apparatus for discrimitive semantic transfer and physics-inspired optimization in deep learning are disclosed. A computation training method for a convolutional neural network (CNN) includes receiving a sequence of training images in the CNN of a first stage to describe objects of a cluttered scene as a semantic segmentation mask. The semantic segmentation mask is received in a semantic segmentation network of a second stage to produce semantic features. Using weights from the first stage as feature extractors and weights from the second stage as classifiers, edges of the cluttered scene are identified using the semantic features.

Abstract: The invention belongs to the field of medicine, and particularly discloses an anti-Helicobacter pylori derivative containing a dihydrostilbene parent nucleus and a preparation method thereof; according to the invention, glycyrrhiza stems and leaves are used as raw materials, subjected to alcohol extraction, and then extracted, separated and identified through a macroporous resin, silica gel column chromatography and a preparative liquid phase to obtain a new natural isopentenyl dihydrostilbene compound, and the new compound has good activity to two kinds of drug-resistant and sensitive Helicobacter pylori, and can be used for preparing an anti-Helicobacter pylori drug.

Abstract: The invention discloses a (9?-H)-pimarane skeleton diterpenoids with anti-colon cancer activity and a derivative thereof, and further discloses a preparation method and application of the compounds above; the invention finds that novel skeleton compounds 1 and 2 have certain inhibition effects on colon cancer cells, wherein the compound 2 has remarkable anti-proliferation effects on two colon cancer cell lines HT-29 and SW620, and the effects are both stronger than those of a positive drug 5-fluorouracil, so that the compound has the potential of being developed into a new anti-colon cancer drug.

Abstract: The present disclosure provides compositions comprising artemisinin-derived trimers and tetramers; methods of preparing these compositions; and methods for their use as medicaments.

Abstract: Disclosed are a preparation method and application of flour with low oil absorption during frying, belonging to the field of flour modification. The preparation method of flour with low oil absorption during frying increases the cross-linking degree of starch, protein, and starch-protein in the flour by adding glutamine transaminase first and then phytic acid or adding phytic acid first and then glutamine transaminase so as to improve the compactness of the flour structure, which reduces water evaporation and oil absorption during frying after the flour is made into dough, and thus ultimately forms the modified flour with low oil absorption during frying. The method is simple, green, pollution-free, and low in energy consumption, and the modified flour prepared has improved thermal stability and reduced oil absorption after frying. The present disclosure has broad application prospects in the fields of flour modification and fried foods.

Abstract: Methods and systems are provided, including a method for an electric vehicle battery distribution among at least three motors. The method may comprise selecting a first drive path with at least first and second motors for an open-loop power allocation control, designating a second drive path with at least a third motor for an open-loop or a closed-loop power allocation control, determining a power allocation ratio of each motor relative to a total power; and operating the each motors with adjusted power limits based on the determined power allocation ratios.

Abstract: A three-phase power supply conversion circuit includes rectifier, energy storage, direct-current load, and control modules. The rectifier module includes a three-phase rectifier bridge including three bridge arms connected in parallel to each other, and a bidirectional switch assembly including three bidirectional switches. One ends of the three bidirectional switches are connected to midpoints of the three bridge arms, respectively. The energy storage module is connected to a direct-current output end of the rectifier module and includes first and second capacitors connected in series to each other. Other ends of the three bidirectional switches are connected between the first and second capacitors. The control module is connected to the bidirectional switch assembly and configured to control the bidirectional switches according to phase voltages of a three-phase alternating-current power supply, to maintain a voltage between two ends of the first or second capacitor at a target voltage.

Abstract: The present disclosure provides an electronic shelf label, including a rear shell (1), a screen (4), a protective sheath (5) and a lens (6). The protective sheath (5) is sheathed on an outer side of the screen (4), an accommodation groove (101) is formed on the rear shell (1), and the screen (4) is disposed in the accommodation groove (101). The lens (6) is disposed to cover a groove opening of the accommodation groove (101) and is connected to an edge of the rear shell (1). A portion of the protective sheath (5) located at an edge of a display port of the screen (4) is supported between the lens (6) and the screen (4), so that a press-resistant gap (8) is reserved between the lens (6) and the screen (4). The present disclosure solves the technical problems that the electronic shelf label is easy to be damaged and the use effect is poor.

Abstract: An atomizer includes: a housing provided with an accommodating cavity and an air outlet channel; an atomization base with at least a partial structure disposed in the accommodating cavity, a liquid storage cavity for storing an aerosol-generation substrate being defined between a top wall of the atomization base and the housing, the atomization base including an atomization cavity and at least one liquid flowing channel, the liquid flowing channel being communicated between the liquid storage cavity and the atomization cavity; and a vent channel provided with a vent outlet, the vent outlet being communicated with the liquid storage cavity and being disposed close to the air outlet channel.

Abstract: Methods and systems for improved detection of defects of interest and measurement of structures buried within complex three dimensional semiconductor structures are described herein. Through-focus scanning optical microscopy (TSOM) using non-linear, second harmonic generation (SHG) light signals emitted from a sample provides interface-selective sensitivity for metrology and inspection of advanced semiconductor structures. A TSOM/SHG system includes a spectral filter to pass collected light at wavelengths corresponding to SHG emission. In some embodiments, a TSOM/SHG system includes an ultrafast, pulsed laser source emitting ultraviolet to near infrared wavelengths to efficiently induce SHG at surface interfaces. The halving of wavelength inherent to SHG enables a doubling of illumination wavelength without penalizing resolution.

Abstract: The present disclosure discloses a tripod for 3D modeling and a method for determining camera capture parameters, including the height and the direction of the camera lens. The tripod includes a telescopic rod, a mobile phone holder, a mounting support, and a floor stand. The telescopic rod is formed by multiple sections of nested hollow round rods, and the round rods can be extended and locked. The mobile phone holder is attached to the telescopic rod through a mobile phone holder install base. The mounting support is set on the top of the telescopic rod. The floor stand is set at the bottom of the telescopic rod. The telescopic rod is vertically set on a plane through the floor stand. There are three sets of the floor stand brackets that are evenly set around the telescopic rod. According to the present disclosure, contrasting colors are used at the bottom of the tripod where it touches the floor to help recognize these points.

Abstract: A segmental precast composite-material composite-slab composite beam and a construction method thereof are provided, relating to the technical field of bridge design and construction. The segmental precast composite-material composite-slab composite beam mainly includes a segmental precast orthotropic composite top slab, a web, a bottom slab, and a wet joint between segments. The orthotropic composite top slab is composed of an orthotropic slab and an ultra-high-performance concrete layer (UHPC), and the interface connection of the orthotropic slab and the UHPC structural layer is achieved by a shear key. The UHPC structural layer is superposed with the orthotropic slab in segments in a precast plant to form a composite-slab composite beam segment to be entirely transported, hoisted and assembled, and the connection of the UHPC structural layers between the segments is achieved by casting a transverse wet joint in place.

Abstract: A system, a method and a device for developing a smart contract are provided. A particular embodiment of the system comprises a specification acquisition module configured to acquire specification of a target smart contract interface, a client development module configured to generate, on the basis of the specification of the target smart contract interface, a smart contract client side interface and a smart contract client side agent, the smart contract client side interface and the smart contract client side agent being used to construct a client smart contract application, and a server development module configured to generate, on the basis of the interface specification of the target smart contract, a smart contract server interface and a smart contract server skeleton, the smart contract server interface and the smart contract server skeleton being used to construct a server smart contract.

Abstract: A wireless charging apparatus is provided. The apparatus uses a multi-feed, multi-mode, and resonance coherent working mechanism and wirelessly charges an energy receiving apparatus through a focusing field, thereby effectively improving wireless charging efficiency and implementing miniaturization of an energy receiving antenna. The wireless charging apparatus includes a cavity (1) and a phased array antenna. The cavity (1) includes an even number of side faces (2). The even number of side faces (2) are parallel in pairs. Each side face (2) has a capability of reflecting an electromagnetic wave. The phased array antenna includes an antenna array. The antenna array includes a plurality of antennas (3). The plurality of antennas (3) are disposed on the even number of side faces (2) and are configured to emit electromagnetic waves to charge an energy receiving device (4) placed in the cavity (1).

Abstract: An apparatus is described. The apparatus includes a shield enclosing a component attached to a circuit board and having an inner surface and outer surface, the component having an outer surface aligned in parallel with the shield inner surface of the shield, the shield including at least one opening extending through the shield from the outer surface to the inner surface and aligned with the component. The apparatus includes a heatsink positioned adjacent to the outer surface of the shield and aligned with the component, the heatsink thermally coupled to the outer surface of the component using flowable thermally conductive material that extends through the opening(s) and occupies a space between the outer surface of the component and the shield inner surface and a space between the shield outer surface and a surface of the heatsink. The apparatus may be assembled and used as part of an electronic device.

Abstract: A ventilation structure of a core chamber of a turbofan engine having a large bypass ratio, said structure comprising: an outer bypass wall surface (1), a core chamber wall surface (4) and a core casing (7). An outer bypass flow channel (2) is formed between the outer bypass wall surface (1) and the core chamber wall surface (4). A core chamber (6) is formed between the core chamber wall surface (4) and the core casing (7). An air intake annular cavity (3) is provided in the core casing and is located at the upstream position. The air intake annular cavity (3) is used to put the outer bypass flow channel (2) and the core chamber (6) in communication. An exhaust grille (5) is further provided on the core chamber wall surface (4) and is located at a tail position.

Abstract: A driving circuit, a driving method, a pixel circuit, a display panel and a display device are provided. The driving circuit includes a first switching circuit and a scanning signal generation circuit; the first switching circuit is electrically connected to a first gating control line, at least two data output terminals of a source driver and the scanning signal generation circuit, and is configured to write a data signal provided by the at least two data output terminals into the scanning signal generation circuit under the control of a first gating control signal provided by the first gating control line; the scanning signal generation circuit is configured to generate a scanning signal according to the data signal, and output the scanning signal through the scanning signal output terminal.