Abstract: The disclosed technology provides solutions for generating simulated scenes to facilitate autonomous vehicle (AV) testing. In some implementations, the disclosed technology encompasses methods for generating simulated scenes that can includes steps for receiving road data, wherein the road data comprises sensor data collected for a recorded scene measured using one or more vehicle-mounted sensors, processing the road data to generate semantic scene data, and generating a simulated scene based on the semantic scene data. Systems and machine-readable media are also provided.

Abstract: The present invention discloses a neural network training method for a memristor memory for memristor errors, which is mainly used for solving the problem of decrease in inference accuracy of a neural network based on the memristor memory due to a process error and a dynamic error. The method comprises the following steps: performing modeling on a conductance value of a memristor under the influence of the process error and the dynamic error, and performing conversion to obtain a distribution of corresponding neural network weights; constructing a prior distribution of the weights by using the weight distribution obtained after modeling, and performing Bayesian neural network training based on variational inference to obtain a variational posterior distribution of the weights; and converting a mean value of the variational posterior of the weights into a target conductance value of the memristor memory.

Abstract: A flip-chip light emitting device includes a substrate, a light-emitting layer, a bonding layer disposed between the substrate and the light-emitting layer, and a protective insulating layer disposed over the light-emitting layer and the bonding layer. The bonding layer has first and second upper surfaces that respectively have different first and second roughnesses.

Abstract: A radar device includes a radar base and a radar module. The radar module is mounted at the radar base and configured to rotate relative to the radar base around a rotation axis. The radar module includes an antenna assembly, a signal processing circuit board, and a rotation installation base. The antenna assembly and the signal processing circuit board are arranged oppositely at an interval and jointly enclose to form an accommodation space. The rotation installation base is connected to the antenna assembly and the signal processing circuit board and is located in the accommodation space. The radar base is at least partially located in the accommodation space and arranged opposite to the rotation installation base.

Abstract: The description relates to a method and kits for determining the total carbonylation level on a polypeptide.

Abstract: A flip-chip light-emitting diode includes a first conductivity type semiconductor layer, a light-emitting layer, a second conductivity type semiconductor layer, a first transparent dielectric layer, a second transparent dielectric layer, and a distributed Bragg reflector (DBR) structure which are sequentially stacked. The first transparent dielectric layer has a thickness greater than ?/2n1, and the second transparent dielectric layer has a thickness of m?/4n2, wherein m is an odd number, ? is an emission wavelength of the light-emitting layer, n1 is a refractive index of the first transparent dielectric layer, and n2 is a refractive index of the second transparent dielectric layer and is greater than n1.

Abstract: A flip-chip light emitting device includes a transparent substrate, an epitaxial light-emitting structure, a transparent bonding layer interposed between the transparent substrate and the light-emitting structure, and a protective insulating layer disposed over the light-emitting structure and the bonding layer. The transparent bonding layer has a smaller-thickness section that has a first contact surface for the protective insulating layer to be disposed thereover, and a larger-thickness section that has a second contact surface meshing with and bonded to a roughened bottom surface of the light-emitting structure. The first contact surface is smaller in roughness than the second contact surface. A method for producing the device is also disclosed.

Abstract: A package structure comprises a metal plate (20) where a slot is formed, a ceramic piece (60), and a metal heat sink (70) welded onto the back surface of the ceramic piece (60). The ceramic piece (60) and the metal heat sink (70) are vertically inserted into the slot and welded to the metal plate (20). A semiconductor and a matching circuit may be disposed on the metal heat sink (70). The ceramic piece (60) replaces a glass seal; metalized interconnection is provided inside the ceramic piece (60) for fabricating a metalized pattern having complex connection relations, and the electrical interconnection is more flexible. In the package structure, metalized wiring is carried out by using the ceramic piece. Compared with round lead machining, higher precision is achieved.

Abstract: An integrator and an analog-to-digital converter are provided. The analog-to-digital converter includes the integrator, a comparison circuit and a control logic circuit. The integrator includes an operational amplifier, offset capacitors, input capacitors, integral capacitors and controllable switches. The input capacitors and the integral capacitors are connected to the operational amplifier via controllable switches, so that the integrator operates in various operation modes. Operation states of the offset capacitors in a first phase and a second phase of an operation cycle are controlled by switching on or off the controllable switches. Therefore, an offset voltage of the integrator is eliminated, and conversion efficiency and conversion accuracy of the analog-to-digital converter is improved.

Abstract: The present disclosure provides an aromatization catalyst, a preparation method, a regeneration method and an aromatization method thereof. The preparation method comprises steps of: mixing a zeolite molecular sieve with a binder to obtain a catalyst precursor; the catalyst precursor is successively subjected to an ion exchange modification and a first modification treatment, and then subjected to a hydrothermal treatment, and further subjected to active metal loading and a second modification treatment, to obtain the aromatization catalyst. The aromatization catalyst has good carbon deposition resistance and high aromatization activity, and enables an aromatization reaction to be completed under mild conditions, and has high aromatic selectivity, and the liquid yield is above 98.5%.

Abstract: Embodiments of the present disclosure provide a method for determining height. The method includes obtaining a plurality of reflection points within a predetermined angle range below an object to be detected; coordinating the plurality of reflection points; performing function fitting on the plurality of coordinated reflection points; determining a measured height of the object to be detected at a current time based on a function obtained by fitting; and weighting the measured height of the object to be detected at the current time and a predicted height of the object to be detected at the current time to determine an optimal estimated height of the object to be detected at the current time.

Abstract: A terrain prediction method includes obtaining N pieces of ranging data obtained by a continuous wave radar performing ranging on ground during rotation and when a rotation angle of the continuous wave radar is in a predetermined angle range, excluding outliers from the N pieces of ranging data to obtain M pieces of ranging data, and determining a terrain parameter of the ground according to the M pieces of ranging data. N is an integer greater than 1. M is a positive integer smaller than N. The terrain parameter includes at least one of a slope, a flatness, or a height value of the continuous wave radar to the ground directly below.

Abstract: A package structure comprises a metal plate (20) where a slot is formed, a ceramic piece (60), and a metal heat sink (70) welded onto the back surface of the ceramic piece (60). The ceramic piece (60) and the metal heat sink (70) are vertically inserted into the slot and welded to the metal plate (20). A semiconductor and a matching circuit may be disposed on the metal heat sink (70). The ceramic piece (60) replaces a glass seal; metalized interconnection is provided inside the ceramic piece (60) for fabricating a metalized pattern having complex connection relations, and the electrical interconnection is more flexible. In the package structure, metalized wiring is carried out by using the ceramic piece. Compared with round lead machining, higher precision is achieved.

Abstract: The present disclosure provides an aromatization catalyst, a preparation method, a regeneration method and an aromatization method thereof. The preparation method comprises steps of: mixing a zeolite molecular sieve with a binder to obtain a catalyst precursor; the catalyst precursor is successively subjected to an ion exchange modification and a first modification treatment, and then subjected to a hydrothermal treatment, and further subjected to active metal loading and a second modification treatment, to obtain the aromatization catalyst. The aromatization catalyst has good carbon deposition resistance and high aromatization activity, and enables an aromatization reaction to be completed under mild conditions, and has high aromatic selectivity, and the liquid yield is above 98.5%.

Abstract: A flip-chip light emitting device includes a transparent substrate, an epitaxial light-emitting structure, a transparent bonding layer interposed between the transparent substrate and the light-emitting structure, and a protective insulating layer disposed over the light-emitting structure and the bonding layer. The transparent bonding layer has a smaller-thickness section that has a first contact surface for the protective insulating layer to be disposed thereover, and a larger-thickness section that has a second contact surface meshing with and bonded to a roughened bottom surface of the light-emitting structure. The first contact surface is smaller in roughness than the second contact surface. A method for producing the device is also disclosed.

Abstract: Embodiments of the present application are to provide a method for detecting wireless network security. The method comprises: establishing a wireless connection between a user equipment and a target wireless access point; obtaining security detection information on a wireless local area network where the user equipment is located; and classifying the security detection information and determining security status information corresponding to the wireless local area network based on the security detection information. The present application detects the connected wireless network, obtains corresponding security detection information based on security detection items, and classifies the security detection information and determines security status information corresponding to the wireless local area network according to the security detection information.

Abstract: The present disclosure describes a laser light source. The laser light source includes first laser emitting first laser light; and a phosphor wheel comprising a plurality of regions arranged along a first circumferential direction. When the first laser light is transmitted onto the plurality of regions of the phosphor wheel, the plurality of regions of the phosphor wheel are configured to emit light comprising at least one of three colors. The plurality of regions of the phosphor wheel comprise at least one pair of first regions configured to emit light of a same color. The plurality of regions of the phosphor wheel comprise one second region spaced between each pair of the at least one pair of first regions. The light emitted from the first region and the light emitted from the second region comprise different colors.

Abstract: Single-unit EEG sensors contain multiple closely spaced dry electrodes that can hook onto skin and associated electronic circuitry such as amplifiers, A/D convertors, wireless transmitters, and a power source such as a battery. The electrodes can be separated by about 20 mm or less, and the associated circuitry can be situated within a volume defined by the multiple electrodes. The single-unit sensors hook onto the skin using a tooth surface so that a rotation of the sensor secures and electrically connects the sensor to the skin.

Abstract: Bioconjugates and methods of making bioconjugates are provided, wherein the bioconjugates comprise glucose oxidase and nanoparticles that can kill tumor cells. For example, glucose oxidase-iron oxide bioconjugates can produce reactive oxygen species from blood glucose, causing cell death. The use of superparamagnetic iron oxide nanoparticles can provide magnetic resonance imaging guidance to facilitate imaging-guided drug delivery and combine diagnostics with therapy.

Abstract: The description relates to a method and kits for determining the total carbonylation level on a polypeptide.