Abstract: The present disclosure provides a speaker, comprising a basin frame with a receiving space, a vibration system disposed at the basin frame, and a magnetic circuit system configured for driving the vibration system to generate sounds by vibration, the vibration system comprises a diaphragm with an outer edge fixedly held by the basin frame and a voice coil configured for driving the diaphragm to vibrate, the voice coil includes a first voice and a second voice coil fixedly connected to the first voice coil, the first and second voice coils are disposed in parallel and symmetrically, the first and second voice coils are integrally wound molded and the winding direction of the first voice coil is opposite to that of the second voice coil. The speaker provided by the present disclosure could improve utilization of magnetic field, provide better vibration effect and reduce resonance frequency.

Abstract: An image sensor includes a pixel array, and a first, second, and an intermediate memory-element. The memory-elements store, respectively, a first, second, and an intermediate exposure value. The pixel array includes pixel-subarrays each including a rescue pixel and a first, second, and third plurality of contiguous pixels. Each of the first plurality of pixels is connected to the first memory-element and spans diagonally-opposite corners of the pixel-subarray. Each of the second plurality of pixels is connected to the second memory-element and located on a first side of the first plurality of pixels. Each of the third plurality of pixels is connected to the second memory-element and located on a second side of the first plurality of pixels. The rescue-pixel is connected to the intermediate memory-element and is (i) located on one of the first side and the second side and/or (ii) adjacent to one of the first plurality of pixels.

Abstract: A method for capturing a high-dynamic-range image includes: (i) storing a plurality of pixel values representing a first image captured by an image sensor that includes a pixel array, each pixel value having been generated by a respective pixel of a pixel subarray of the pixel array, each pixel being set to one of N1 first exposure values, N1?1; (ii) determining an exposure-count N2 based on the plurality of pixel values; (iii) setting each pixel to one of a second plurality of exposure values, N2 in number, such that, for each of the second plurality of exposure values, at least one pixel is set to that exposure value, one of the second plurality of exposure values differing from each of the N1 first exposure values by more than a threshold value; and after setting (iv), capturing a second image with the image sensor.

Abstract: In an example embodiment, training data is obtained, the training data comprising values for a plurality of different features. Then a global machine learned model is trained using a first machine learning algorithm by feeding the training data into the first machine learning algorithm during a fixed effect training process. A non-linear first random effects machine learned model is trained by feeding a subset of the training data into a second machine learning algorithm, the subset of the training data being limited to training data corresponding to a particular value of one of the plurality of different features.

Abstract: An apparatus includes a plurality of latches and a plurality of logic gates. Each latch may be setable and resettable. The logic gates may be connected to the latches to form a multi-modulus divider that generates an output clock signal by dividing an input clock signal in response to a command signal. Each latch may be commanded into a corresponding initial state while the command signal is in an initialization state. Each latch is generally free to change states while the command signal is in a run state. A modulus division operation of the multi-modulus divider may start upon an initial edge of the input clock signal after the command signal changes from the initialization state to the run state.

Abstract: A method for intelligent adjustment of a driving environment includes: extracting a face feature of a driver's image captured by a vehicle-mounted camera; authenticating the extracted face feature based on at least one pre-stored registered face feature; in response to successful face feature authentication, determining driving environment personalization information corresponding to the registered face feature corresponding to the face feature; and sending the driving environment personalization information to a vehicle provided with the vehicle-mounted camera, or controlling the vehicle to adjust the driving environment according to the driving environment personalization information.

Abstract: A method and an apparatus for intelligent adjustment of a vehicle seat, and a medium are provided. The method includes: detecting an image of a riding person, to obtain a detection result; determining body type related information and/or face height information of the riding person according to the detection result; determining adjustment information of a seat of the riding person based on the body type related information and/or the face height information; and outputting the adjustment information, or adjusting the seat based on the adjustment information.

Abstract: A passenger state analysis method and apparatus, a vehicle, an electronic device and a storage medium. The method includes: obtaining a video stream of a rear seat area in a vehicle; performing face and/or body detection on at least one image frame in the video stream; determining state information of a passenger in the rear seat area according to a face and/or body detection result; and in response to the fact that the state information of the passenger satisfies a predetermined condition, outputting prompt information to a driver area or a specified device in the vehicle.

Abstract: A touch display panel, a method of manufacturing the same, and a touch display device are provided by the disclosure. The touch display panel includes: a cathode, an encapsulation layer, and a touch layer. The encapsulation layer is located between the cathode and the touch layer, and the encapsulation layer adopts a material with low dielectric constant.

Abstract: The present invention relates to a method of preparing a mesoporous carbon material with layered structure using humin. The preparation method provided by the present invention may prepare a mesoporous carbon with layered structure, especially a mesoporous carbon with layered structure having a regular frame. Prepared by the present invention, the mesoporous carbon with layered structure having the regular frame has a specific surface area up to 1000 m2/g and an average pore diameter of 3 nm-6 nm. Such method solves the present problems of low use efficiency of humin and severe waste of resources.

Abstract: Systems and methods determine optimized hyperparameter values for one or more machine-learning models. A sample training data set from a larger corpus of training data is obtained. Initial hyperparameter values are then randomly selected. Using the sample training data set and the randomly chosen hyperparameter values, an initial set of performance metric values are obtained. Maximized hyperparameter values are then determined from the initial set of hyperparameter values based on the corresponding performance metric value. A larger corpus of training data is then evaluated using the maximized hyperparameter values and the corresponding machine-learning model, which yields another corresponding set of performance metric values. The maximized hyperparameter values and their corresponding set of performance metric values are then merged with the prior set of hyperparameter values.

Abstract: The invention provides a loudspeaker, including: a frame; a vibration structure supported by the frame; a magnetic circuit structure carried by the frame; and a back cavity formed cooperatively by the frame, the vibration structure and the magnetic circuit structure. A number of leakage holes is formed in the frame for communicating the back cavity and outside of the loudspeaker. The loudspeaker further includes a number of corresponding filling pieces received in the leakage holes and made of sound adsorption material.

Abstract: A speaker is provided. The speaker includes a holder defined by sidewalls, a vibration unit fixed to the holder, a magnetic circuit system fixed to the holder, at least one leak hole each penetrating through one of the sidewalls, at least one metal sheet each joined to one of the sidewalls through injection-molding, and at least one damping layer. The at least one metal sheet is provided with at least one through hole in a one-to one correspondence with the at least one leakage hole. The at least one damping layer is fixed to one of the at least one metal sheet by laser spot welding and completely covers the at least one through hole and the at least one leak hole.

Abstract: A speaker includes a vibration structure, a magnetic circuit structure, and a housing having a cavity receiving the vibration structure and the magnetic circuit, the vibration structure comprises: a diaphragm fixed to the housing and a voice coil driving the diaphragm to vibrate and sound, the diaphragm comprises a dome located at an intermediate position and a suspension connected to the dome, the suspension comprises a first fixing portion fixed to the housing, a second fixing portion connected to the dome, and a wrinkle portion that connects the first fixing portion with the second fixing portion, the dome is fixed at a side of the second fixing portion facing towards the voice coil, and comprises an edge portion connected to the voice coil, and the edge portion comprises a recessed portion formed by recessing from a surface connected to the voice coil along a direction away from the voice coil.

Abstract: A method and apparatus for controlling game applications are provided. In the method, when an operating system receives a game starting command, the operating system determines a manner to start a corresponding game application according to whether the game application has resided in a memory, and when a cold boot manner is used, the operating system triggers the game application to report an amount of memory required currently by the game application, and determines whether a requirement of running the game application is met according to the amount of memory required and an amount of memory currently used, or the operating system ensures to meet the requirement of running the game application through background application freezing and clearing.

Abstract: A Heisenberg scaler reduces noise in quantum metrology and includes: a stimulus source that provides physical stimuli; a physical system including quantum sensors that receive a first and second physical stimuli; produces a measured action parameter; receives an perturbation pulse; and produces modal amplitude; an estimation machine that: receives the measured action parameter and produces a zeroth-order value from the measured action parameter; a gradient analyzer that: receives the measured action parameter and produces the measured action parameter and a gradient; the sensor interrogation unit that; receives the modal amplitude; receives the gradient and the measured action parameter produces the perturbation pulse; and produces a first-order value from the modal amplitude, the gradient, and the measured action parameter; a Heisenberg determination machine that: receives the zeroth-order value; receives the first-order value; and produces a physical scalar from the zeroth-order value and the first-order va

Abstract: The present disclosure provides a speaker, including a frame, a magnetic circuit system and a vibration system accommodated in the frame; the frame includes a main body defining an accommodating space and a mounting portion extending from the main body toward the vibrating diaphragm; the vibrating diaphragm is fixed at the mounting portion; the main body and the mounting portion are integrally formed through double-shot molding by using two kinds of plastics, where the main body is made of PPA, and the mounting portion is made of LCP. According to the speaker provided in the present disclosure, a glued surface between the vibrating diaphragm and the mounting portion has good flatness, which helps to improve waterproof performance and performance yield of the speaker, and firmness of gluing the magnetic circuit system with the main body is high, which helps to improve reliability of the product when the product falls.

Abstract: The present invention provides a traffic intersection driving assistance method and system, wherein the method comprises: acquiring driving information about vehicles within a current intersection area by way of vehicle interconnection; obtaining vehicle flows in various driving directions according to the driving information; determining whether a difference in between vehicle flows in various driving directions exceeds a pre-set threshold, and if so, changing a driving direction of a variable lane; and sending information about the distribution of driving directions of current lanes to the vehicles within the current intersection area. The object of the present invention is to avoid traffic congestion by adjusting a variable lane in time.

Abstract: Disclosed are a frame assembly structure of a wooden doors and windows and a corner assembly method. The window includes, at least, a window frame or a casement window frame mainly formed by joining adjacent profile frame strips via a corner assembler on adjacent connecting end surfaces. The connecting end surfaces of two adjacent profile frame strips are respectively configured to be cross sections of 0° to 180°. A positioning notch of the corner assembler is at least provided on the cross sections. Two half corner assemblers of the corner assemblers are respectively embedded and fixed into the positioning notches on the adjacent cross sections. The two half corner assemblers are connected by an intermediate fastening piece and a fastening bolt to form a complete corner assembler, and the two adjacent profile frame strips are connected tightly and fixedly. The frame assembly structure is easy to assemble.