Abstract: Methods, systems, apparatus, and articles of manufacture are disclosed to train a neural network. An example apparatus includes an architecture evaluator to determine an architecture type of a neural network, a knowledge branch implementor to select a quantity of knowledge branches based on the architecture type, and a knowledge branch inserter to improve a training metric by appending the quantity of knowledge branches to respective layers of the neural network.

Abstract: The present disclosure relates to the field of medical instruments, disclosing an endoscope control method. The method comprises: controlling a motion of an endoscope, the endoscope comprising a main body, a first imaging unit, a second imaging unit and an end instrument protruding from a distal end of the main body; obtaining a first image from the first imaging unit; obtaining a second image from the second imaging unit, wherein the first and the second images have different fields of view and include images of the end instrument; based on the first and second images, generating a composite scene image to remove an actual image of the end instrument; and generating a virtual image of the end instrument in the composite scene image.

Abstract: Systems, apparatuses, and methods are described for allocating content items for addressable content campaigns that target users with certain user characteristics and non-addressable content campaigns that request a certain quantity of deliveries in content delivery schedules. The insertions of addressable content items of the addressable content campaigns during slots in the content delivery schedules may be based on the predicted viewership (e.g., a number of views by targeted recipients) of the addressable content items during the slots. The deliveries of the content items from the addressable and non-addressable content campaigns may be scheduled to optimize values associated with viewings by targeted recipients of the assigned addressable content items and values associated with a quantity of deliveries of assigned non-addressable content items. The allocations of the contents items may also comply with various timing, geographical, delivery, slot inventory-related, and/or campaign specified constraints.

Abstract: Provided are modified antibodies, the preparing method and the uses thereof. In particular, the modified antibodies are bi-specific antibodies or multi-specific antibodies. The heavy chains and light chains of the modified antibodies are paired with high assembly accuracy and stability.

Abstract: A deflectable platen including a first layer formed of a material having a first coefficient of thermal expansion (CTE), and a second layer bonded to the first layer and having a second CTE, the second layer including a plurality of electrodes embedded therein for facilitating electrostatic clamping of wafers to the second layer, wherein the second CTE is different than the first CTE.

Abstract: A method for preparing an acrylate laminating adhesive by soap-free emulsion polymerization, and an acrylate laminating adhesive prepared by soap-free emulsion polymerization. In the method, an acrylate block oligomer with emulsifiability is synthesized by using a RAFT active radical polymerization process, and an acrylate monomer is emulsified by using the acrylate block oligomer for a semi-continuous emulsion polymerization, which overcomes a defect that traditional small molecule emulsifiers tend to migrate to a surface of an adhesive film to form a weak interface layer, resulting in a decreased bonding strength, a poor water resistance and the like. Further, in the disclosure, the use of n-pentanol as a chain transfer agent could not only reduce the molecular weight of polymer, improving fluidity and laminating uniformity of the adhesive, but also reduce the surface tension of the emulsion, improving coating wettability and levelling properties of the acrylate laminating adhesive.

Abstract: A display panel includes pixel units, data lines, first fan-out lines located in an active area, second fan-out lines, test circuit units, and test signal lines located in a non-active area. A first fan-out line is electrically connected to a corresponding first data line. Each test circuit unit includes switches including first switches and second switches. First ends of the first switches are electrically connected to the first fan-out lines through corresponding second fan-out lines. First ends of second switches are electrically connected to corresponding second data lines through corresponding second fan-out lines. Second ends of switches electrically connected to corresponding pixel units in the same column are electrically connected to the same test signal line. Second ends of switches electrically connected to corresponding pixel units in two adjacent columns are electrically connected to different test signal lines.

Abstract: Systems, apparatuses, and methods are described for allocating content items for addressable content campaigns that target users with certain user characteristics and non-addressable content campaigns that request a certain quantity of deliveries in content delivery schedules. The insertions of addressable content items of the addressable content campaigns during slots in the content delivery schedules may be based on the predicted viewership (e.g., a number of views by targeted recipients) of the addressable content items during the slots. The deliveries of the content items from the addressable and non-addressable content campaigns may be scheduled to optimize values associated with viewings by targeted recipients of the assigned addressable content items and values associated with a quantity of deliveries of assigned non-addressable content items. The allocations of the contents items may also comply with various timing, geographical, delivery, slot inventory-related, and/or campaign specified constraints.

Abstract: The present disclosure relates to the field of medical instruments, disclosing an endoscope master-slave motion control method. The endoscope includes an operating arm, a main body disposed at an end of the operating arm, a first imaging unit, a second imaging unit, and an end instrument protruding from a distal end of the main body.

Abstract: A load lock in which the pumping speed is controlled so as to minimize the possibility of condensation is disclosed. The load lock is in communication with a vacuum pump and a valve. A controller is used to control the valve such that the supersaturation ratio within the load lock does not exceed a predetermined threshold, which is less than or equal to the critical value at which vapor condenses. In certain embodiments, a computer model is used to generate a profile, which may be a pumping speed profile or a pressure profile, and the valve is controlled according to the profile. In another embodiment, the load lock comprises a temperature sensor and a pressure sensor. The controller may calculate the supersaturation ratio based on these parameters and control the valve accordingly.

Abstract: Provided are a humanized anti-A? monoclonal antibody and use thereof. The humanized anti-A? monoclonal antibody provided can inhibit the polymerization of A? monomers, protect nerve cells from the toxicity of A?, and have a certain effect on improving the cognitive learning and memory ability of Alzheimer's dementia model mice, and can be used for the treatment and diagnosis of diseases and disorders related to amyloidosis, such as Alzheimer's disease.

Abstract: An array base plate, a display module, and a display apparatus. The array base plate includes: a plurality of pixel circuit groups each including a plurality of pixel circuits, the pixel circuits of the plurality of pixel circuit groups being distributed in an array; a drive circuit; a plurality of line groups, the drive circuit being connected with the pixel circuit groups through the line groups, each of the line groups including n first signal lines, the n first signal lines in the line group being configured to transmit a synchronization signal, and n being a positive integer greater than one; and a connecting line configured to connect at least two first signal lines in a same line group.

Abstract: An automatic surgical smoke exhaust system, comprising a smoke exhaust channel and a surgical smoke exhaust device. The smoke exhaust channel can guide smoke generated while an energy instrument is working at a surgical site to the surgical smoke exhaust device. The surgical smoke exhaust device comprises a smoke exhaust host and an automatic start/stop control unit electrically connected to the smoke exhaust host. The smoke exhaust channel is connected to the smoke exhaust host by means of a pipeline. The automatic start/stop control unit can be configured to detect a working status of the energy instrument, and control start/stop of the smoke exhaust host according to working status information. The automatic surgical smoke exhaust system can achieve automatic control over smoke exhaust, which not only ensures the safety and continuity of a surgery, but also guarantees the health of patients and surgical medical staff.

Abstract: The present disclosure provides multi-specific molecules specific for SIPR-alpha and one or more target antigens, isolated polynucleotide encoding the same, pharmaceutical compositions comprising the same, and the uses thereof. The present disclosure provides the multi-specific molecule provided comprises a SIRP-alpha binding domain, an activating receptor-binding domain comprising an Fc domain, and a target antigen binding domain.

Abstract: A chuck for heating and clamping a workpiece, such as a semiconductor workpiece, is disclosed. The chuck is configured to allow the workpiece to be heated to temperatures in excess of 600° C. Further, while the workpiece is heating, the components that make up the chuck may be maintained at a much lower temperature, such as room temperature. The chuck includes a housing, formed as a hollow cylinder with sidewalls and an open end. Electrodes are disposed at the top surface of the sidewalls to clamp the workpiece. A heat source is disposed in the cavity and emits radiated heat toward the workpiece. A clamp ring may be used to secure the workpiece. In some embodiments, a thermal sensor is used to monitor the temperature of the workpiece.

Abstract: The present disclosure relates to the field of medical instruments, disclosing an endoscope master-slave motion control method. The endoscope includes an operating arm, a main body disposed at an end of the operating arm, a first imaging unit, a second imaging unit, and an end instrument protruding from a distal end of the main body.

Abstract: The present disclosure relates to the field of medical instruments, disclosing an endoscope control method. The method comprises: controlling a motion of an endoscope, the endoscope comprising a main body, a first imaging unit, a second imaging unit and an end instrument protruding from a distal end of the main body; obtaining a first image from the first imaging unit; obtaining a second image from the second imaging unit, wherein the first and the second images have different fields of view and include images of the end instrument; based on the first and second images, generating a composite scene image to remove an actual image of the end instrument; and generating a virtual image of the end instrument in the composite scene image.

Abstract: A workpiece mounting system comprising a chuck and a base is disclosed. The emissivity of the base is increased to allow more heat transfer from the chuck to the base. In some embodiments, the emissivity of the base may be controllable so that for ion beams with lower power levels, the emissivity remains low, enabling the chuck to reach the desired temperature quickly. For ion beams with higher power levels, the emissivity may increase to allow more heat transfer to the base, allowing the chuck to maintain the desired temperature. High emissivity coatings may be applied to the top surface of the base. In other embodiments, a set of movable shields may be disposed between the chuck and the base. The position of the shields may be a function of the power level of the incoming ion beam.

Abstract: A method for preparing an acrylate laminating adhesive by soap-free emulsion polymerization, and an acrylate laminating adhesive prepared by soap-free emulsion polymerization. In the method, an acrylate block oligomer with emulsifiability is synthesized by using a RAFT active radical polymerization process, and an acrylate monomer is emulsified by using the acrylate block oligomer for a semi-continuous emulsion polymerization, which overcomes a defect that traditional small molecule emulsifiers tend to migrate to a surface of an adhesive film to form a weak interface layer, resulting in a decreased bonding strength, a poor water resistance and the like. Further, in the disclosure, the use of n-pentanol as a chain transfer agent could not only reduce the molecular weight of polymer, improving fluidity and laminating uniformity of the adhesive, but also reduce the surface tension of the emulsion, improving coating wettability and levelling properties of the acrylate laminating adhesive.