Abstract: A smart adjustment system is provided, which may include a cloud computing device and a data acquisition device. The cloud computing device may include a neural network model saving the model data of machine tools, and the estimated increase percentages of each machine tool in different cutting parameters. The data acquisition device may receive the model data of a target machine tool. The could computing device may compare the model data of the target machine tool with the model data of the machine tools via the neural network model in order to calculate an estimated cutting parameter with an estimated increase percentage and control the target machine tool to perform a machining process by the estimated cutting parameter.

Abstract: A technique to provide power management for multiple dice. The technique provides for determining for each respective die of the multiple dice, power consumption for operating each respective die; and generating a respective analog current from each respective die that corresponds to the power consumption of each respective die. The technique further provides for driving each respective analog current onto a common node that results in a cumulative analog current; and utilizing the cumulative analog current at the common node to indicate total power consumption of the dice.

Abstract: A portable machine health monitoring system, applied for diagnosing a machine in operation, includes an installation device and a portable monitoring box. The installation device includes a plurality of sensing assemblies and a plurality of connecting assemblies. Each of the plurality of sensing assemblies is connected with the corresponding connecting assembly. Each of the plurality of connecting assemblies mounts the corresponding sensing assembly in a non-destructive manner onto a detected position on the machine. Each of the plurality of sensing assemblies is used for detecting a motion signal at the corresponding detected position on the machine in operation. The portable monitoring box, connected with the installation device, includes an analysis module for receiving the motion signal and further for calculating a health status information according to the detected motion signal.

Abstract: A technique to provide power management for multiple dice. The technique provides for determining for each respective die of the multiple dice, power consumption for operating each respective die; and generating a respective analog current from each respective die that corresponds to the power consumption of each respective die. The technique further provides for driving each respective analog current onto a common node that results in a cumulative analog current; and utilizing the cumulative analog current at the common node to indicate total power consumption of the dice.

Abstract: A method of measuring an azimuth of a target by a scanning radar includes (a) establishing a radar scanning model, including (a1) selecting an antenna pattern, (a2) setting a set of radar parameters, (a3) creating reflected signals simulation curve, (a4) sampling the reflected signals simulation curve to create a plurality of sets of simulation data, each set is consisted of successive samples, and (a5) normalizing each sample of each set of simulation data to create a plurality sets of records of normalized simulation data; (b) obtaining normalized scanning data; (c) comparing records of normalized simulation data with the normalized scanning data; and (d) obtaining an azimuth of the target.

Abstract: A device in a data processing system for training machine learning models receives a transaction and forwards it to at least one of a plurality of integrated control action models that use outputs of one model as inputs to other models. The models are machine learning models jointly trained for taking each control action of a plurality of control actions on the transaction to maximize an objective function based on probabilities of the control actions matching corresponding target control actions. The machine learning models include a risk model that outputs risk prediction information for a first control action that indicates whether or not to initiate processing of the transaction. The device further receives the risk prediction information from the risk model, and executes at least the first control action based on the risk prediction information.

Abstract: Provided are methods for identifying T-cell receptors that bind to an antigen in primates. In certain embodiments, the methods comprise: sequencing the cDNA prepared from a combined population of T-cells to obtain a plurality of T-cell receptor alpha chain sequences and a plurality of T-cell receptor beta chain sequences; grouping the obtained alpha chain sequences into alpha chain groups based on their CDR3 sequences; grouping the obtained beta chain sequences into beta chain groups based on their CDR3 sequences; pairing the alpha chain groups with the beta chain groups based on the number of alpha chain or beta chain sequences in each group; pairing one alpha chain sequence and one beta chain sequence in each paired alpha chain group and beta chain group; and testing candidate T-cell receptor comprising the paired alpha chain and beta chain sequences for binding to the antigen.

Abstract: A smartphone-based telephone translation system includes a translation machine that starts a call translation process when the call translation is set to ON. The system detects an incoming call or dials, translates a voice signal to obtain a translation text for the ON call state. The voice signal of the caller is received and recognized. A voice signal is translated to obtain a translation text for the ON call state. The localized voice signal is recognized, using a TTS machine to obtain a reply voice signal and sent to the caller. The system performs voice recognition and text translation on the call voice, translates the language into localized language, and performs the function of calling between different languages in real time, so as to realize a telephone communication between two persons speaking different languages. The system supports communication with a hearing-impaired person or deaf-mute person.

Abstract: The present disclosure provides a method for detecting multiple target nucleic acid sequences in a sample using a plurality of IDed double-stranded probes. Each IDed double-stranded probe comprises a double-stranded nucleic acid hybridization probe associated with an IDed substrate. Also provided is a method for determining the sequence of a nucleic acid by using a plurality of IDed double-stranded probes.

Abstract: An optical sensor includes pixels disposed in a substrate and a light collimating layer disposed on the substrate. The light collimating layer includes a first light-shielding layer, first transparent pillars, a second light-shielding layer, and second transparent pillars. The first light-shielding layer is disposed on the substrate. The first transparent pillars through the first light-shielding layer are correspondingly disposed on the pixels. The second light-shielding layer is disposed on the first light-shielding layer and the first transparent pillars. The second transparent pillars through the second light-shielding layer are correspondingly disposed on the first transparent pillars. The top surface area of each of the first transparent pillars is not equal to the bottom surface area of each of the second transparent pillars.

Abstract: A semiconductor device is provided. The semiconductor device includes a substrate. The substrate includes a plurality of pixels. The semiconductor device also includes a light collimator layer disposed on the substrate. The light collimator layer includes a transparent connection feature disposed on the substrate, and a plurality of transparent pillars disposed on the transparent connection feature. The plurality of transparent pillars cover the plurality of pixels, and the transparent connection feature connects to the plurality of transparent pillars. The plurality of transparent pillars and the transparent connection feature are made of a first material which includes a transparent material. The light collimator layer also includes a plurality of first light-shielding features disposed on the transparent connection feature. The top surface of one of the transparent pillars is level with the top surface of one of the first light-shielding features.

Abstract: An optical sensor includes pixels disposed in a substrate and a light collimating layer disposed on the substrate. The light collimating layer includes a first light-shielding layer, first transparent pillars, a second light-shielding layer, and second transparent pillars. The first light-shielding layer is disposed on the substrate. The first transparent pillars through the first light-shielding layer are correspondingly disposed on the pixels. The second light-shielding layer is disposed on the first light-shielding layer and the first transparent pillars. The second transparent pillars through the second light-shielding layer are correspondingly disposed on the first transparent pillars. The top surface area of each of the first transparent pillars is not equal to the bottom surface area of each of the second transparent pillars.

Abstract: A semiconductor device is provided. The semiconductor device includes a substrate. The substrate includes a plurality of pixels. The semiconductor device also includes a light collimator layer disposed on the substrate. The light collimator layer includes a transparent connection feature disposed on the substrate, and a plurality of transparent pillars disposed on the transparent connection feature. The plurality of transparent pillars cover the plurality of pixels, and the transparent connection feature connects to the plurality of transparent pillars. The plurality of transparent pillars and the transparent connection feature are made of a first material which includes a transparent material. The light collimator layer also includes a plurality of first light-shielding features disposed on the transparent connection feature. The top surface of one of the transparent pillars is level with the top surface of one of the first light-shielding features.

Abstract: An optical sensor includes a plurality of pixels disposed in a substrate and a light collimating layer. The light collimating layer is disposed on the substrate. The light collimating layer includes a light-shielding layer, a plurality of transparent pillars, and a plurality of first dummy transparent pillars. The light-shielding layer is disposed on the substrate. The plurality of transparent pillars pass through the light-shielding layer and are disposed correspondingly on the plurality of pixels. The plurality of first dummy transparent pillars that pass through the light-shielding layer are disposed on a first peripheral region of the light collimating layer, wherein the plurality of first dummy transparent pillars surround the plurality of transparent pillars from a top view.

Abstract: A method for producing a crystalline film comprising zeolite and/or zeolite-like crystals on a porous substrate is described. The method has the steps of: providing a porous support; modifying at least a surface of the top-layer of said porous support by treatment with a composition having one or more cationic polymer(s); rendering at least the outer surface of said porous support hydrophobic by treatment with a composition having one or more hydrophobic agent(s); subjecting said treated porous support to a composition having zeolite and/or zeolite-like crystals thereby depositing and attaching zeolite and/or zeolite-like crystals on said treated porous support, and growing a crystalline film of zeolite and/or zeolite-like crystals on said treated porous support and calcination. Crystalline films find use in a variety of fields such as in the production of membranes, catalysts etc.

Abstract: An optical sensor includes pixels disposed in a substrate. A light collimating layer is disposed on the substrate and includes a transparent layer, a light-shielding layer, and transparent pillars. The transparent layer blanketly disposed on the substrate covers the pixels and the region between the pixels. The light-shielding layer is disposed on the transparent layer and between the transparent pillars. The transparent pillars penetrating through the light-shielding layer are correspondingly disposed on the pixels.

Abstract: A braking control method for a braking system of a vehicle is provided according to an exemplary embodiment of the disclosure. The braking control method comprises: obtaining a total braking distance and a first speed of the vehicle; obtaining braking delay information related to the braking system, wherein the braking delay information includes first time information and second time information, the first time information reflects a delay time of a braking signal, and the second time information reflects a preparation time for performing a braking operation according to the braking signal by the braking system; obtaining deceleration information according to the total braking distance, the first speed and the braking delay information; generating the braking signal according to the deceleration information; and performing the braking operation according to the braking signal.

Abstract: In some embodiments, an apparatus includes a memory and a processor. The processor is configured to receive an index file that associates a characteristic in a set of documents with a set of information associated with the characteristic in the set of documents. The processor is further configured to generate an index identifier associated with the index file and calculate a set of pseudorandom logical block identifiers associated with a set of storage locations of a database based on the index identifier. The processor is then configured to parse the index file into a set of index data portions and send a signal to the database to write each index data portion from the set of index data portions at a different storage location within the database as indicated by a different identifier from the set of pseudorandom logical block identifiers.

Abstract: The present disclosure provides a server system that comprises: a CPLD comprising a first firmware and a first serial peripheral interface; and a serial peripheral read-only memory comprising a second firmware and a second serial peripheral interface; wherein the first serial peripheral interface electrically connects to the second serial peripheral interface through a serial peripheral signal. The CPLD detects the first firmware and the second firmware when the server system is booting. The CPLD sets the first firmware as a main firmware and the first firmware is used for a booting of the server system when the first firmware is detected. The CPLD sets the second firmware as the main firmware when the first firmware is not detected and the second firmware is detected. Through the technical solution of the present disclosure, the server can ensure the normal operation of the system even the CPLD firmware has a problem.

Abstract: An encoding method and a decoding method are provided. An exemplary encoding method includes performing an encoding process on at least one pixel of a first rectangular region of an image; and if a total bit number Bi of encoded bits used by first i encoded pixels is smaller than or equal to a maximum bit number Bmax of allowable encoded bits and a sum of the total bit number Bi and a bit number bi+1 of encoded bits for use by an (i+1)-th pixel is greater than the maximum bit number Bmax, determining encoded data of at least one un-encoded pixel; and adding a first identifier on an encoded bitstream of the first rectangular region. The first identifier is configured to identify an end of the encoding process of the first rectangular region and identify that the first rectangular region includes the at least one un-encoded pixel.