Abstract: The present disclosure relates to methods, systems, and computer program products for implementing a deep neural network in a field-programmable gate array (FPGA). In response to receiving a network model describing a deep neural network, a plurality of layers associated with the deep neural network may be determined. With respect to a layer in the plurality of layers, a parallelism factor for processing operations associated with the layer simultaneously by processing elements in an FPGA may be determined based on a workload associated with the layer and a configuration of the FPGA.

Abstract: Microelectronic devices include a lower deck and an upper deck, each comprising a stack structure with a vertically alternating sequence of insulative structures and conductive structures arranged in tiers. A lower array of pillars extends through the stack structure of the lower deck, and an upper array of pillars extends through the stack structure of the upper deck. Along an interface between the lower deck and the upper deck, the pillars of the lower array align with the pillars of the upper array. At least at elevations comprising bases of the pillars, a pillar density of the pillars of the lower array differs from a pillar density of the pillars of the upper array, “pillar density” being a number of pillars per unit of horizontal area of the respective array. Related methods and electronic systems are also disclosed.

Abstract: A medical device, comprising a housing, a combined modular structure which is formed by connecting a board card and an interface panel to a main bracket; a first opening arranged on the housing for the insertion of the combined modular structure; a first locking structure for locking and fixing the combined modular structure to the housing; a screen assembly; a second opening arranged on the housing for mounting the screen assembly, and a second locking structure for locking and fixing the screen assembly to the housing. The integral arrangement of a functional module of a medical device helps to improve the assembly precision between various components, and ensure the reliability of the connection between components. The housing adopts an integral structure, has good waterproof and dustproof effects as well as low production costs; the present disclosure facilitates the assembly of board card and other components, as well as module configuration and modular testing while also having good seismic performance.

Abstract: A medical device, comprising a housing, a combined modular structure which is formed by connecting a board card and an interface panel to a main bracket; a first opening arranged on the housing for the insertion of the combined modular structure; a first locking structure for locking and fixing the combined modular structure to the housing; a screen assembly; a second opening arranged on the housing for mounting the screen assembly, and a second locking structure for locking and fixing the screen assembly to the housing. The integral arrangement of a functional module of a medical device helps to improve the assembly precision between various components, and ensure the reliability of the connection between components. The housing adopts an integral structure, has good waterproof and dustproof effects as well as low production costs; the present disclosure facilitates the assembly of board card and other components, as well as module configuration and modular testing while also having good seismic performance.

Abstract: The present invention relates to a topcoat composition for basecoat compositions including at least one volatile oil and at least one ethylenic polymer, as well as to systems, kits and methods of treating, making-up and enhancing the appearance of lips, wherein the topcoat composition includes at least one polyamine compound, at least one non-volatile silicone oil and at least one silicone gum.

Abstract: A flexible cover board, a manufacturing method thereof, and a display device are provided. The flexible cover board includes a flexible substrate, a buffer layer, a first hardened layer, an organic layer, and a second hardened layer. The buffer layer is disposed on a side surface of the flexible substrate, and at least one through-hole penetrating the buffer layer is filled with a nanomaterial. The first hardened layer, the organic layer, and the second hardened layer stacked in sequence are disposed on a side surface of the buffer layer away from the flexible substrate.

Abstract: The present disclosure is generally related to modified Gram positive bacterial cells producing increased amounts of one or more protein(s) of interest and modified Gram positive bacterial cells having increased genetic competency. Thus, certain embodiments of the disclosure are directed to modified Gram positive bacterial cells expressing an increased amount of a protein of interest, relative to an unmodified (parental) Gram positive bacterial cell expressing the same protein of interest, wherein the modified bacterial cell comprises at least one mutation in a rpoC gene encoding a variant RNA-polymerase (RNAP) ??-subunit polypeptide. In certain embodiments, the rpoC gene encoding the variant ??-subunit polypeptide is integrated into the chromosome of the modified cell. In other embodiments, the rpoC gene encoding the variant ??-subunit polypeptide is comprised on an extrachromosomal plasmid introduced into the modified cell.

Abstract: Microelectronic devices include a lower deck and an upper deck, each comprising a stack structure with a vertically alternating sequence of insulative structures and conductive structures arranged in tiers. A lower array of pillars extends through the stack structure of the lower deck, and an upper array of pillars extends through the stack structure of the upper deck. Along an interface between the lower deck and the upper deck, the pillars of the lower array align with the pillars of the upper array. At least at elevations comprising bases of the pillars, a pillar density of the pillars of the lower array differs from a pillar density of the pillars of the upper array, “pillar density” being a number of pillars per unit of horizontal area of the respective array. Related methods and electronic systems are also disclosed.

Abstract: This application provides a photographing apparatus, an unmanned aerial vehicle (UAV), a control terminal, and a method for photographing. The photographing apparatus includes an image sensor, a display screen, a random-access memory (RAM), a storage device, a processor and an instruction stored in the memory and executable by the processor. The processor executes the instruction to implement: receiving a continuous-shooting command; partitioning the RAM according to the continuous-shooting command to obtain an at least one buffering storage space; controlling the image sensor to obtain original image data; storing the original image data in the at least one buffering storage space; and controlling the display screen to display image data generated according to original image data.

Abstract: A kind of online PM2.5 concentrated collection instrument and method are provided including five parts: PM2.5 cutting head, water tank system, virtual cropping system, condenser circulation system and online concentrated collection system. Connected with PM2.5 cutting head, a water tank system contains water tank, electrical heating rod and temperature-controlled digital display device. Virtual cropping system contains virtual cutter, concentrated air vacuum pump, and main air vacuum pump. The condenser circulation system circulating condensate condenses to grow the saturated particles, condenser circulation system contains condensate circulation tube, condensing machine. The online concentrated collection system contains biological sampling bottle, solenoid valve with relay, automatic distillate collector and computer subdivision constant-current pump. Real PM2.

Abstract: A vacuum generation system and method utilizes a dual-action piston-cylinder vacuum generation system to evacuate a vacuum storage. Saturated steam of higher than ambient pressure is inserted into a condensation cylinder with two chambers separated by a movable piston. Steam moves the piston to fill one chamber while expel gaseous content and condensate out of the other chamber. Steam is then condensed to a rough vacuum (RV) state by cooling. By repeated operations of inserting and condensing steam in each chamber alternatively, a sustained vacuum generation is achieved. A multi-level vacuum storage is also disclosed with a high vacuum (HV) storage placed inside a rough vacuum (RV) storage to reduce leakage as well as mechanical stresses. The vacuum generation system and method is extended for creating a prime mover or actuator to drive vacuum pumps maximizing thermal energy usage for increased vacuuming capacity.

Abstract: A flexible cover board, a manufacturing method thereof, and a display device are provided. The flexible cover board includes a flexible substrate, a buffer layer, a first hardened layer, an organic layer, and a second hardened layer. The buffer layer is disposed on a side surface of the flexible substrate, and at least one through-hole penetrating the buffer layer is filled with a nanomaterial. The first hardened layer, the organic layer, and the second hardened layer stacked in sequence are disposed on a side surface of the buffer layer away from the flexible substrate.

Abstract: Embodiments of the disclosure disclose a control method and apparatus for displaying a widget, a system, an electronic device, a server and a storage medium. The method includes: acquiring a displaying control parameter of a widget on a page, generating content of the widget based on a state parameter of a displaying state in response to detecting a current time reaches an effective time of the displaying state, and displaying the widget whose state is updated to the displaying state based on the content of the widget.

Abstract: A flexible polarizing cover board, a manufacturing method thereof, and a flexible display device are provided. A polarizer is integrated with a cover board to reduce a thickness of the flexible display device. A silicon dioxide protective layer is disposed at a non-bending region of the flexible polarizing cover board, and a stress buffer layer and a water blocking layer are disposed at a bending region, thus achieving flexible bending of the polarizer at the bending region and protection by a high-strength hardened thin film at the non-bending region. Furthermore, the flexible polarizing cover board is also provided with a liquid crystal layer to enhance optical characteristics of the flexible polarizing cover board.

Abstract: The disclosure relates to a device for fermentation integrated with separation and purification of acetone, butanol, and ethanol (ABE) or butanol alone, including a medium tank (1), used for supplying a medium into a bioreactor; a bioreactor (2), connected with the medium tank (1), used for fermentation; a gas distributor (9), used for supplying gas bubble to the fermentation broth; a membrane separation unit (4), with gas communication to the bioreactor (2), used for receiving a gas with ABE or butanol from the bioreactor and separating ABE or butanol; a condensation unit (5), used for recovering ABE or butanol; a vacuum manometer (6) and a vacuum pump (8), used for supplying a force for driving ABE or butanol in a vapor form; and product tank (7), used for receiving a product.

Abstract: The present disclosure disclosures a sensor and a control method of the sensor. The sensor may include a protective housing, an optical component, a control component, an interface component, and a circuit board mounted within the protective housing. The circuit board may include a plurality of detection components, including a photosensitive detection component and a tilt angle detection component. The control method of the sensor may include determining whether the photovoltaic module operates in an angle detection range of the photosensitive detection component, and determining whether an actuation condition of the photosensitive detection component is satisfied. In response to a determination that the actuation condition of the photosensitive detection component is satisfied, the photosensitive detection component may be actuated. In response to a determination that the actuation condition of the photosensitive detection component is not satisfied, the tilt angle detection component may be actuated.

Abstract: A refrigerator has a cabinet with a storage compartment. A door is provided for opening and closing the storage compartment. A receiving box has a box body provided with a receiving space and a cover for selectively opening and closing the receiving space. A tray is removably placed in the receiving space. The tray may be formed with a plurality of receiving cells.

Abstract: The disclosure relates to a method for fermentation integrated with separation and purification of acetone, butanol, and ethanol (ABE) or butanol alone, comprising the following steps: 1) obtaining ABE by fermentation using an acetone-butanol-producing bacterium or obtaining butanol using a butanol-producing bacterium; 2) using a “vapor-stripping-vapor-permeation” method (briefly VSVP) for online separation and purification of ABE or purifying butanol from the fermentation broth; wherein the VSVP method comprises the following steps: introducing a gas bubble into the fermentation broth comprising active cells for fermentation to vaporize ABE or Butanol; subjecting the gas along with the vaporized ABE or Butanol to a membrane separation unit to pass through the membrane; recovering ABE or Butanol, or subjecting ABE or Butanol to a next separation device.

Abstract: In some examples, a method includes receiving an artificial intelligence (AI) system scenario definition file from a user, parsing the definition file and building an application workflow graph for the AI system, and mapping the application workflow graph to an execution pipeline. In some examples, the method further includes automatically generating, from the workflow graph, application executable binary code implementing the AI system, and outputting the application executable binary code to the user. In some examples, the execution pipeline includes one or more building blocks, and the method then further includes collecting running performance of each of the building blocks of the execution pipeline in a runtime environment.

Abstract: An organic light emitting diode (OLED) folding display panel and a manufacturing method thereof include: a folding region and a non-folding region. The folding region includes a flexible substrate, an OLED device layer, a thin film encapsulation layer, a first touch structure layer, a polarizer, and a flexible cover plate. The non-folding region includes a flexible substrate, an organic light emitting diode device layer, a thin film encapsulation layer, a second touch structure layer, a polarizer, and a flexible cover plate. The first touch structure layer and the second touch structure layer are disposed in the same layer but have different material and structures.