Abstract: A touch panel is provided in the present disclosure, including: a substrate, a conductive trace structure, and a light-shielding structure. The substrate includes a visible area and a peripheral area, and the visible area is surrounded by the peripheral area. A conductive trace structure is disposed on the visible area. The light-shielding structure includes a first material layer and a second material layer, in which the optical density of the light-shielding structure is lower than 4, the first material layer is disposed on the peripheral area, and the second material layer is disposed on the first material layer. A method of manufacturing a touch panel is provided in some embodiments of the present disclosure for the effects of saving cost and improving wire drift.

Abstract: The present invention provides an output buffer including a first transistor, a second transistor and a pad-tracking circuit is disclosed. The first transistor is coupled between a supply voltage and an output node, wherein the output node is coupled to a pad. The second transistor is coupled between the output node and a reference voltage. The pad-tracking circuit is coupled to the control circuit and the first transistor, and is configured to generate a gate control signal to a gate electrode of the first transistor. The output buffer is selectively operated in an input mode and a fail-safe mode, and when the output buffer switches between the input mode and the fail-safe mode and the supply voltage of the first transistor ramps up or ramps down, the pad-tracking circuit generates the gate control signal to the gate electrode of the first transistor according to the voltage of the pad.

Abstract: A method for segmenting a neural network, implemented in an electronic device, includes assigning a plurality of operator groups to a plurality of execution units based on a plurality of segmentation methods; determining operation times of the plurality of execution units and discrete degree of the operation times of the plurality of execution units in each of the plurality of segmentation methods; and segmenting the neural network according to the segmentation method with a lowest discrete degree.

Abstract: An image detection method obtains a neural network model including n operators. End operators are determined from the n operators. An image is input into the neural network model. Whether to delete operation results of the n operators is determined according to the n operators and the end operators when the neural network model processes the image using the n operators. A detection result of the image is output according to the operation results. The method can improve an efficiency of image detection.

Abstract: An image detection and classification method for faster detection and classification by a neural network is applied to a neural network model including n operators. The neural network model is mapped to a singly-linked list. A vector of data pairs corresponding to the singly-linked list is established, and operator subsets of the neural network model are determined according to the vector. A target image is input to the neural network model, and input data and output data of the operator subset are recorded. The neural network model is applied to detect the target image, and a detection result is output according to the input data and the output data. The method can detect images quickly.

Abstract: A method, an apparatus, and a storage medium for dividing a neural network into regions for preventing data duplication and data loss in parallel movements of data between nodes. The method includes obtaining a neural network model comprising n operators; scanning all operator groups in the neural network model; dividing the neural network model into m regions; rescanning all operator groups in the neural network model and identifying broken operator group(s); analyzing input and output of each of the n number of operators in the broken operator group(s) and identifies operators of a specific sort; and adjusting the operators of the specific type to rearranged to keep individual inputs and outputs within a single region.

Abstract: An operation power source for an operation power source supplying power to a synchronous rectifier controller is charged according to the invention. The synchronous rectifier controller controls a synchronous rectifier in response to a channel signal of the synchronous rectifier, generating SR ON times and SR OFF times. It is determined whether the channel signal resonates in a first SR OFF time, to provide an oscillation record accordingly. In a second SR OFF time after the first SR OFF time, in response to the oscillation record, a portion of resonance energy that causes the channel signal resonating is directed to charge the operation power source.

Abstract: A power supply has a transformer, a rectifier switch, a secondary-side controller and two diodes. The transformer includes a primary winding, a secondary winding, and a detection winding, inductively coupling to one another. The rectifier switch is connected in series with the secondary winding between two output power lines. The secondary-side controller is electrically coupled to two ends of the detection winding, for controlling the rectifier switch in response to two terminal signals at the two ends respectively. The two diodes are back-to-back electrically connected in series between the two ends, and a joint connecting the two diodes is electrically connected to one of the two output power lines.

Abstract: A method for manufacturing a MEMS structure is provided. The method includes providing a MEMS substrate having a first surface, forming a first buffer layer on the first surface of the MEMS substrate, and forming a first roughening layer on the first buffer layer. Also, a MEMS structure is provided. The MEMS structure includes a MEMS substrate, a first buffer layer, a first roughening layer, and a CMOS substrate. The MEMS substrate has a first surface and a pillar is on the first surface. The first buffer layer is on the first surface. The first roughening layer is on the first buffer layer. The CMOS substrate has a second surface and is bonded to the MEMS substrate via the pillar. Moreover, an air gap is between the first roughening layer and the second surface of the CMOS substrate.

Abstract: A liquid treatment apparatus includes a water pump and a plasma jet generating device. A liquid inlet of the water pump is immersed in a liquid. A liquid outlet of the water pump is configured to eject the liquid from the liquid inlet out of the water pump without artificial bubbles in the liquid. A gas inlet of the plasma jet generating device is configured to be located out of the liquid. A pair of electrodes of the plasma jet generating device is configured to generate plasma jet by the gas from the gas inlet. The plasma jet outlet is configured to be immersed in the liquid and in proximity to the liquid outlet of the water pump so that the gas is automatically entrained into the gas inlet of the plasma jet generating device when the liquid is ejected out from the liquid outlet.

Abstract: A method of processing and storing general data by means of hardware obtains initial unhashed data and a fixed value. If a value of the initial unhashed data is greater than the fixed value, the initial data is divided into N sub-data or segments. A size of each sub-data is not more than the fixed value, N being an integer greater than 1. The collection of sub sets of data is input into a memory of the electronic device after hashing.

Abstract: The present invention provides a multi-directional multi-joint turning piece and a display device including the multi-directional multi-joint turning piece. The multi-directional multi-joint turning piece is configured to connect a first display module and a second display module to provide a first display module unfolded or folded with the second display module. The multi-directional multi-joint turning piece includes a first coupling piece, a first turning piece, a second turning piece, a third turning piece, and a second coupling piece, wherein the first coupling piece is connected to the first display module, the second coupling piece is connected to the second display module, the first coupling piece is pivoted to the first turning piece, the first turning piece is pivoted to the second turning piece, the second turning piece is pivoted to the third turning piece, and the third turning piece is pivoted to the second coupling piece.

Abstract: The invention discloses a control method in use of a synchronous rectifier controller, controlling a synchronous rectifier in a power supply supplying power a load. The synchronous rectifier is turned ON in response to a terminal signal of the synchronous rectifier. An ON-time of the synchronous rectifier is made not less than a minimum ON-time. A detection result in association with the load is provided, for determining the minimum ON-time. The minimum ON-time is a first period when the detection result indicates the load as a first load, and a second period, shorter than the first period, when the detection result indicates the load as a second load heavier than the first load.

Abstract: A method for extracting an image feature includes obtaining an image, converting the image into an image matrix, dividing the image matrix to obtain an image vector, and dividing the image vector to obtain a first number of image sub blocks; obtaining and dividing a weight matrix to obtain a second number of weight vectors, dividing each weight vector to obtain a first number of weight sub blocks; obtaining and dividing an offset matrix to obtain a second number of offset quantum blocks; and performing vector multiplication on the first number of image sub blocks and the first number of weight sub blocks, adding a second number of feature sub blocks and the second number of offset quantum blocks to obtain image feature sub blocks, forming the image feature from the image feature sub blocks. An electronic device and a non-volatile storage medium performing the above-described method are also disclosed.

Abstract: A medical image assistance system and a medical image assistance method are provided. During a medical process, an image capturing apparatus located at a local location captures a first image and transmits the first image to a control device located at the local location, and the control device transmits the first image captured by the image capturing apparatus to an electronic apparatus located at a remote location. The electronic apparatus performs a marking operation on the first image to generate a second image, and transmits the second image to the control device. The control device transmits the second image to a head-mounted display apparatus located at the local location so that the head-mounted display apparatus simultaneously displays the second image and a real-time local image. The first image and the second image are at least partially the same in content.

Abstract: The present invention provides an output buffer including a first transistor, a second transistor and a pad-tracking circuit is disclosed. The first transistor is coupled between a supply voltage and an output node, wherein the output node is coupled to a pad. The second transistor is coupled between the output node and a reference voltage. The pad-tracking circuit is coupled to the control circuit and the first transistor, and is configured to generate a gate control signal to a gate electrode of the first transistor. The output buffer is selectively operated in an input mode and a fail-safe mode, and when the output buffer switches between the input mode and the fail-safe mode and the supply voltage of the first transistor ramps up or ramps down, the pad-tracking circuit generates the gate control signal to the gate electrode of the first transistor according to the voltage of the pad.

Abstract: An LED arc display includes at least one LED matrix array module. Each LED matrix array module is composed of a plurality of LED matrix units arranged regularly. Each LED matrix unit includes a display surface, and the display surface has an outer contour. The outer contour is a non-quadrilateral. Therefore, a non-smooth visual experience caused by assembly tolerances of the plurality of LED matrix units can be improved by using non-quadrilateral outer contours of each LED matrix unit.

Abstract: A touch panel is provided in the present disclosure, including: a substrate, a conductive trace structure, and a light-shielding structure. The substrate includes a visible area and a peripheral area, and the visible area is surrounded by the peripheral area. A conductive trace structure is disposed on the visible area. The light-shielding structure includes a first material layer and a second material layer, in which the optical density of the light-shielding structure is lower than 4, the first material layer is disposed on the peripheral area, and the second material layer is disposed on the first material layer. A method of manufacturing a touch panel is provided in some embodiments of the present disclosure for the effects of saving cost and improving wire drift.

Abstract: A processing method for artificial intelligence learning includes generates a directed graph including a number of first nodes according to a model. The model includes a number of tasks. The tasks represented by the first nodes are to be executed by a central processing unit (CPU) and a graphics processing unit (GPU). The method determines one or more second node sub-graphs formed by one or more second nodes of the first nodes which represent one or more tasks for execution by the GPU, and determines one or more directed acyclic sub-graphs in the one or more second node sub-graphs. The method merges into a single task at least two tasks represented by at least two second nodes in each directed acyclic sub-graph formed by at least two second nodes. A related electronic device and non-transitory storage medium are also provided.

Abstract: The disclosure provides a projection system and a projection method. The projection system includes a projection device. The projection device includes a projection module, a controller, and an audio player. The controller is coupled to the projection module. The audio player is coupled to the controller. When the controller executes the prepare-for-sleep mode, the controller operates the projection module to dim a projection beam or to project a predetermined projection image and operates the audio player to play a predetermined sound.