Abstract: Disclosed embodiments relate to a convolutional neural network computing method and system based on weight kneading, comprising: arranging original weights in a computation sequence and aligning by bit to obtain a weight matrix, removing slack bits in the weight matrix, allowing essential bits in each column of the weight matrix to fill the vacancies according to the computation sequence to obtain an intermediate matrix, removing null rows in the intermediate matrix, obtain a kneading matrix, wherein each row of the kneading matrix serves as a kneading weight; obtaining positional information of the activation corresponding to each bit of the kneading weight; divides the kneading weight by bit into multiple weight segments, processing summation of the weight segments and the corresponding activations according to the positional information, and sending a processing result to an adder tree to obtain an output feature map by means of executing shift-and-add on the processing result.

Abstract: Embodiments of the present disclosure may include a frame characterized in that it may include frame head tube, main frame assembly, sub-frame components, and support assembly. In some embodiments, the main frame assembly may include first main frame and second main frame disposed diagonally opposite each other, the first main frame and the second main frame both being of a bent structure and having their ends attached to the same side of the frame head tube and forming a closed loop with the frame head tube. The distance between the rear ends of the first main frame and the second main frame may be greater than the distance between the front ends so as to form a space for the installation of the engine between first main frame and second main frame.

Abstract: This application provides a battery and an electrical device, and relates to the field of batteries. The battery includes a plurality of battery cells and a busbar component. The busbar component includes a buffer portion and two connecting portions. The buffer portion is connected between the two connecting portions along a first direction. The two connecting portions are connected to two of the battery cells respectively to implement electrical connection between the two battery cells. Along a second direction, the buffer portion protrudes from the connecting portions toward the battery cells. The second direction is perpendicular to the first direction. The busbar component of the battery includes a buffer portion.

Abstract: This application discloses an electrode plate, a battery cell, an electrode assembly, a battery, and an electrical device, and relates to the field of battery technology. The electrode plate includes a current collector. The current collector includes a main body and a plurality of tabs. The main body includes a first edge in a width direction of the main body. The tabs protrude from the first edge. The plurality of tabs are spaced apart along a length direction of the main body. The plurality of tabs include at least one first tab. The first tab includes a first sub-tab and a second sub-tab. A gap exists between the first sub-tab and the second sub-tab.

Abstract: The present application provides a battery cell, a battery, and an electrical device, belonging to the field of battery technology. The battery cell includes a positive electrode sheet and an electrolyte solution. A coating mass of a positive electrode active material layer on a single side of the positive electrode sheet is 410 mg/1540.25 mm2 to 550 mg/1540.25 mm2, and a membrane resistance of the positive electrode sheet is ?1?. A conductivity of the electrolyte solution is ?14 mS/cm. The battery cell has thick coated electrode sheets, where the lower membrane resistance of the positive electrode sheet indicates its higher conductivity, which is conducive to reducing solid-state ohmic resistance of the battery cell. The higher conductivity of the electrolyte solution is conducive to reducing liquid-phase ohmic impedance of the battery and alleviating concentration polarization to some extent.

Abstract: A communication system includes a first device, a second device, and a cable that connects the first device and the second device, and the cable stores cable information of the cable. A link training method includes: obtaining device information of the first device, obtaining the cable information from the cable, and obtaining device information of the second device; and performing link training between the first device and the second device based on the device information of the first device, the cable information, and the device information of the second device.

Abstract: A composite material can include a gel and at least one nanostructure disposed within the gel. A method for healing a soft tissue defect can include applying a composite material to a soft tissue defect, wherein the composite material includes a gel and a nanostructure disposed within the gel. A method for manufacturing a composite material for use in healing soft tissue defects can include providing a gel and disposing nanofibers within the gel.

Abstract: A self-priming apparatus for quick no-water startup includes a front-stage inlet chamber, a middle-stage gas-liquid separation chamber, and a rear-stage gas-liquid separation chamber. A plurality of two-stage chamber gas-liquid separation one-way channels are symmetrically arranged between adjacent chambers of the front-stage inlet chamber, the middle-stage gas-liquid separation chamber and the rear-stage gas-liquid separation chamber. A plurality of one-way outlets are symmetrically arranged in an inner cavity of the rear-stage gas-liquid separation chamber. By decreasing or increasing the volumes of an outer cavity and an inner cavity of the front-stage inlet chamber, water is sucked in due to pressure difference and water intake and preliminary gas-liquid separation are carried out. The middle-stage gas-liquid separation chamber is configured for gas-liquid separation.

Abstract: A box retrieval device incudes a mounting frame and a box retrieval assembly. The mounting frame defines an accommodating space. The box retrieval assembly is movably arranged on the mounting frame along a front-rear direction, and the box retrieval assembly is at least partially dockable with one end of the cargo box adjacent to the box retrieval assembly in the front-rear direction, to enable the box retrieval assembly to pull or push the cargo box into or out of the accommodating space while the box retrieval assembly moves along the front-rear direction.

Abstract: The present disclosure provides panels of metabolites for use as diagnostic biomarkers for detecting IBD in a subject and panels of metabolites for use as diagnostic biomarkers for discriminating between UC and CD, which are the main subtypes of IBD. Panels of metabolites for used as diagnostic biomarkers for discriminating between IBD and colorectal polyp are also provided. These diagnostic biomarkers are serum metabolites associated with gut microbiome. Systems and methods for detecting IBD and for discriminating between UC and CD using the panels of metabolites are also provided.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for searching an autonomous vehicle sensor data repository. One of the methods includes maintaining a collection of sensor samples and one or more embeddings of each sensor sample. Each sensor sample is generated from sensor data at multiple time steps and characterizes an environment at each of the multiple time steps. Each embedding corresponds to a respective portion of the sensor sample and has been generated by an embedding neural network. A query specifying a query portion of a query sensor sample is received. A query embedding corresponding to the query portion of the query sensor sample is generated through the embedding neural network. A plurality of relevant sensor samples that have embeddings that are closest to the query embedding are identified as characterizing similar scenarios to the query portion of the query sensor sample.

Abstract: A soft tissue device can incorporate a composite material comprising a gel and at least one nanostructure disposed within the gel. A soft tissue device can further incorporate biologically active materials such as cells, tissues. A method for healing a soft tissue defect while promoting soft tissue regeneration can include applying a soft tissue device to a soft tissue defect, wherein the composite material includes a gel and a nanostructure disposed within the gel. A method for manufacturing a soft tissue device for use in healing soft tissue defects can include providing a gel, disposing nanofibers within the gel, and a biologically active material.

Abstract: A dentifrice composition with an optimized weight ratio between a TRPV1 agonist and that of menthol or a menthol derivative provides a desirable user experience of a dominant warming sensation during brushing a and a dominant cooling sensation after brushing. The warming sensation signals to the user active or benefit delivery, while the cooling sensations provides the freshness that many users expect from dentifrice.

Abstract: A positive electrode material composition includes a positive electrode active material and optionally, an optional positive electrode conductive agent, the positive electrode active material includes a core and a shell on at least a portion of a surface of the core, the core includes lithium phosphate, the shell includes a carbon material, a graphitization degree of the positive electrode active material is denoted as g1, a mass percentage of the positive electrode conductive agent in the positive electrode material composition is denoted as w1, 10%?g1?50%, and 0%?w1?1%.

Abstract: Ionic liquid N-methyl-N-propyl-pyrrolidinium bis(fluorosulfonyl)imide (Pyr13FSI) was introduced into a hybrid network to obtain a series of gel polymer electrolytes (GPEs). Mechanical and electrochemical properties of the GPEs were tuned through controlling the network structure and ionic liquid contents, and ionic conductivity higher than 1 mS cm?1 at room temperature was achieved. The newly developed GPEs are flame-retardant and show excellent thermal and electrochemical stability as well as ultra-stability with lithium metal anode. Symmetrical lithium cells with the GPEs exhibit a stable cycling over 6800 h at a current density of 0.1 mA cm?2 and stable lithium stripping-plating at 1 mA cm?2, the highest current density reported for ionic liquid-based GPEs. Moreover, Li/LiFePO4 batteries with the obtained GPEs exhibit desirable cycling stability and rate performance over a wide temperature range from 0° C. to 90° C.

Abstract: A transfer device of micro-elements and manufacturing method thereof are provided in the present disclosure. The transfer device of micro-elements may comprise a vacuum chamber, a plurality of movable mass blocks and a plurality of electrode assemblies. The vacuum chamber may define a vacuum space and a plurality of through holes. The plurality of through holes can communicate the vacuum space with outside. The plurality of through holes can be configured to suck the micro-elements. The plurality of movable mass blocks may be arranged in the vacuum chamber. Each movable mass block may be arranged corresponding to a through hole. The plurality of electrode assemblies may be fixed in the vacuum chamber. Each electrode assembly can be arranged corresponding to a through hole.

Abstract: A device for repairing burrs of an electrode plate is provided, which includes a plurality of shaping rollers, wherein a shaping surface is formed on an outer surface of each of the shaping rollers, and along a conveying direction of an electrode plate, included angles between the plurality of shaping surfaces and a surface of the electrode plate decrease in sequence. The device for repairing burrs of an electrode plate gradually decreases the angle between the burrs and the electrode plate until the burrs are flattened, and the end-surface burrs are finally transformed into flat-surface burrs, thereby reducing the safety risk of batteries.

Abstract: An anastomosis device for joining a first and second end of a vascular vessel is disclosed that includes a polymer cylinder ending in opposed first and second vascular-retaining ends configured for insertion into the first and second ends of the vascular vessel respectively. Each vascular-retaining end includes a plurality of bristles protruding outward. The device also includes at least one moiety covalently coupled to the surface of the device. The at least one moiety is selected from at least one anti-coagulant, at least one cell-specific binding peptide, and any combination thereof.