Abstract: A data compression method, a data compression system and an operation method of a deep learning acceleration chip are provided. The data compression method includes the following steps. A filter coefficient tensor matrix of a deep learning model is obtained. A matrix decomposition procedure is performed according to the filter coefficient tensor matrix to obtain a sparse tensor matrix and a transformation matrix, which is an orthonormal matrix. The product of the transformation matrix and the filter coefficient tensor matrix is the sparse tensor matrix. The sparse tensor matrix is compressed. The sparse tensor matrix and the transformation matrix, or the sparse tensor matrix and a restoration matrix, are stored in a memory. A convolution operation result is obtained by the deep learning acceleration chip using the sparse tensor matrix. The convolution operation result is restored by the deep learning acceleration chip using the restoration matrix.

Abstract: A chip package structure including a chip, a stress buffer layer, a first insulating layer, a redistribution layer, a second insulating layer, and a solder ball is provided. The chip has an active surface, a back surface and a peripheral surface. The stress buffer layer covers the active surface and the peripheral surface, and the first insulating layer is disposed on the back surface. A bottom surface of the stress buffer layer is aligned with the back surface of the chip. The redistribution layer is electrically connected to the chip through an opening of the stress buffer layer. The second insulating layer covers the stress buffer layer and the redistribution layer. The solder ball is disposed in a blind hole of the second insulating layer and electrically connected to the redistribution layer. A top surface of the solder ball protrudes from an upper surface of the second insulating layer.

Abstract: A device and method for degassing an on-load tap-changer (OLTC) of a transformer for convenient on-site operation. The degassing device includes an OLTC. The OLTC is respectively connected with an oil suction pipe and an oil injection pipe. One end of the oil suction pipe extends to the inside bottom of the OLTC, and the other end of the oil suction pipe extends to the outside of the OLTC to connect with an oil suction and degassing device. One end of the oil injection pipe extends to an upper part inside the OLTC, and the other end of the oil injection pipe extends to the outside of the OLTC to connect with a vacuum oil injection device. The present disclosure has the advantages of convenient on-site operation, excellent degassing effect, simple structure and convenient installation, reduces degassing time and manpower and investment in maintenance, and improves degassing quality.

Abstract: A method for detecting defects in a near-eye display is provided. The method includes the following steps: obtaining a reference image and a DUT image according to a first image and a second image captured by a camera through a Fresnel lens when a display panel respectively displays a test-pattern image and a test-background image; performing a fast Fourier transform on the reference image and the DUT image to obtain a frequency-domain reference image and a frequency-domain DUT image; calculating an average value of pixel values above a predetermined cut-off ratio in a histogram of each first region of interest (ROI) in a filtered frequency-domain reference image as a corresponding threshold; comparing each pixel in the filtered DUT image with the corresponding threshold to generate a determination result; and building a defective-status map of the near-eye display according to the determination results.

Abstract: The present invention provides a method for removing an organic solvent from starch hemostatic microspheres, comprising the following steps: 1. taking to-be-dried starch hemostatic microspheres and laying them flatly on drying trays with attention to laying them as uniformly and thinly as possible; 2. taking an adsorbent and subpackaging it into dialyzing paper bags for sealing; and 3. placing the trays and the dialyzing paper bags completed in the previous two steps on separators of a low-temperature vacuum oven in layers, setting the oven temperature at 0-20° C., then vacuumizing and keeping pressure for 15-48 hours. The method provided by the present invention can reduce organic solvent residue in the starch hemostatic microspheres to less than 0.05%, which meets the requirements of relevant standards for medical devices, thereby improving safety of products.

Abstract: A riding lawn mower includes a power output assembly including a mowing element, a cutting motor for driving the mowing element to move, and a cutting control module for controlling the cutting motor; a walking assembly including a walking wheel, a walking motor for driving the walking wheel to travel, and a walking control module for controlling the walking motor; and a first operating component configured to set starting modes of the walking motor. The first operating component has a first operating state configured to start the walking motor in a first starting mode, and a second operating state configured to start the walking motor in a second starting mode. In the first starting mode, the walking motor starts at a first starting acceleration. In the second starting mode, the walking motor starts at a second starting acceleration. The second starting acceleration is greater than the first starting acceleration.

Abstract: The present disclosure relates to an atomization assembly and an electronic atomization device. The atomization assembly includes a substrate including an atomizing surface configured to atomize an aerosol-forming matrix to form aerosol; and a heating element configured to be connected to a power source to heat the atomizing surface. The heating element is directly or indirectly arranged on the atomizing surface. The heating element includes at least a first heating portion and at least a second heating portion that generate heat differently per unit length and per unit time. Since the heating element includes at least a first heating portion and at least a second heating portion that generate heat differently per unit length and per unit time, the formation of a heat stack region on the atomizing surface can be prevented, so as to ensure that thermal field distribution of the whole atomization assembly is uniform.

Abstract: Various trashcans, their coatings, and coatings for other household goods are disclosed. In certain implementations, the disclosed coatings are antimicrobial. Various methods for forming antimicrobial coatings for household goods are also disclosed. In some embodiments, the antimicrobial coating comprises a substrate and an antimicrobial agent. In certain implementations the coating can be applied to a household good where the coating leaves a substantially streak-free finish. Some embodiments pertain to protective films that can be removed from a coated household good without leaving residue.

Abstract: Pyrazolopyrazine derived compounds as represented by general formulas (AI) and (I) or a pharmaceutically acceptable salt, a solvate, an active metabolite, a polymorph, an isotopic marker or an isomer thereof. Provided are a pharmaceutical composition comprising same and use of the compounds and the pharmaceutical composition in the preparation of medicaments for treating JAK kinase-mediated diseases. The compounds and pharmaceutical composition thereof provided have significant JAK kinase inhibitory activity, and in particular, have relatively high Tyk2 kinase inhibitory activity and selectivity for JAK2, and therefore have a very promising application potential.

Abstract: Methods and apparatus provide cloud-based video encoding that generates encoded video data by one or more encoders in a cloud platform for a plurality of cloud encoding sessions. The methods and apparatus generate operational improvement tradeoff data in response to operational encoding metrics associated with the one or more encoders and change operational characteristics of the one or more encoders for at least one of the cloud encoding sessions based on the operational improvement tradeoff data.

Abstract: This invention provides methods for preventing, mitigating, ameliorating and/or controlling psychiatric disorders, including depression, major depression, bipolar disorder, schizophrenia and substance abuse (including addiction and dependence) by administration of an agent that increases epoxy-fatty acids (e.g., an inhibitor of soluble epoxide hydrolase), as sole active agent or in combination with another agent (e.g., an antidepressant, an antipsychotic, an anxiolytic). When co-administered in combination with another agent, one or both agent may be administered at a subtherapeutic dose.

Abstract: Embodiments of the present disclosure relate to a memory system and an operating method thereof. According to the embodiments of the present disclosure, the memory system may store, in a first memory area or a second memory area each including at least one of the plurality of memory blocks, a journal including mapping change information between a logical address and a physical address according to a number of free memory blocks among the plurality of memory blocks.

Abstract: In a method for manufacturing a semiconductor structure, a substrate is provided; a stack layer is formed on the substrate, the stack layer including an interfacial layer, a high-k dielectric layer and a work function composite layer which are sequentially stacked; a transition layer is formed on the stack layer; and a metal gate layer is formed on the transition layer. The work function composite layer is prepared by a physical vapor deposition process.

Abstract: The present disclosure provides a linear motor including: a housing body with a containment space; a vibrator assembly suspended in the containment space by an elastic member for vibrating along a vibration direction; a stator assembly fixedly connected to the housing body and having a magnetic axis along the vibration direction; and two magnets located on both sides of the magnetic axis and spaced from the stator assembly, including a first magnet section and a second magnet section located on both sides of the first magnet section. A magnetic field strength of the first magnet section along the magnetic axis is greater than a magnetic field strength of the second magnet section along the magnetic axis. The configuration of the invention can effectively reduce the static attraction force of the magnetic circuit, and increase the overall rigidity of the linear motor.

Abstract: The present invention relates to a wireless communication system, and specifically to a method and a device therefor, the method comprising: a step for receiving group common DCI on a first cell, wherein the group common DCI includes availability information about one or more RB sets configured for the first cell; a step for, on the basis of all of the RB set(s) being indicated as unavailable, performing first PDCCH monitoring, but skipping channel measurement on the RB set(s) during a certain duration; and a step for, on the basis of at least one of the RB set(s) being indicated as available, performing second PDCCH monitoring and the channel measurement on the at least one available RB set.

Abstract: Provided in the embodiments of the present application are a transform method, inverse transform method, encoder, decoder and storage medium.

Abstract: A downhole throttling device based on wireless control includes an inlet nozzle, a throttling assembly, an electrical sealing cylinder, a gas guide cylinder, a lower adapter sleeve, an end socket, a female sleeve, and electrical components. The inlet nozzle is connected to the throttling assembly, the throttling assembly is connected to the electrical sealing cylinder and the gas guide cylinder, the electrical sealing cylinder and the gas guide cylinder are both connected to the lower adapter sleeve, the lower adapter sleeve is respectively connected to the end socket and the female sleeve, and the electrical components are arranged in the electrical sealing cylinder. A throttling effect is achieved by detecting the temperature and pressure in a tube by a temperature/pressure sensor in the electrical components and controlling a motor to rotate a movable valve in the throttling assembly by a circuit control assembly, thereby achieving wireless control over downhole throttling.

Abstract: Systems and methods for indicating an operational status of a circuit breaker within a switchgear comprise providing a mechanism-operated control (MOC) assembly arranged within a housing of the circuit breaker. A drive plate is slidably mounted on a wall of the switchgear adjacent to the MOC assembly. A drive arm is pivotably mounted at one end on the wall of the switchgear, the drive arm engaged at an opposite end thereof with the drive plate. A status indicator is disposed on the wall of the switchgear, wherein changing an operational state of the circuit breaker mechanically operates the MOC assembly to slide the drive plate in a direction that pivots the drive arm from a first position to a second position, the first and second positions of the drive arm being visible externally of the switchgear through the status indicator.

Abstract: A tracking device including an image sensor, a light source and a processor is provided. The image sensor senses reflected light or scattered light formed by the light source illuminating a work surface. The processor calculates a trace of the tracking device according to one of the reflected light and the scattered light that generates more apparent image features so as to increase the adaptable work surfaces.

Abstract: A device includes a digital camera positioned underneath a display of the device that captures images through the display. The brightness of the display is controlled when capturing images using the digital camera to reduce interference from light emitted by the display with the captured images. The brightness can be controlled in various manners, such as reducing the brightness of only a camera region of the display that is within the field of view of the camera, reducing the brightness of only an expanded region of the display that includes a camera region of the display and an area surrounding the camera region but less than the entire display, reducing the brightness of the entire display or the brightness of only particular colors of the display, blacking out the camera region of the display, blacking out the expanded region of the display, strobing the display, and so forth.